Main Tab 1
Column
Column Tab 1
| CLIENTNUM | Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | date |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 768805383 | Existing Customer | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.0 | 777 | 11914.0 | 1.335 | 1144 | 42 | 1.625 | 0.061 | 9/13/2021 |
| 818770008 | Existing Customer | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.0 | 864 | 7392.0 | 1.541 | 1291 | 33 | 3.714 | 0.105 | 3/27/2021 |
| 713982108 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.0 | 0 | 3418.0 | 2.594 | 1887 | 20 | 2.333 | 0.000 | 1/19/2020 |
| 769911858 | Existing Customer | 40 | F | 4 | High School | Unknown | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.0 | 2517 | 796.0 | 1.405 | 1171 | 20 | 2.333 | 0.760 | 1/19/2021 |
| 709106358 | Existing Customer | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.0 | 0 | 4716.0 | 2.175 | 816 | 28 | 2.500 | 0.000 | 3/3/2019 |
| 713061558 | Existing Customer | 44 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 4010.0 | 1247 | 2763.0 | 1.376 | 1088 | 24 | 0.846 | 0.311 | 9/5/2020 |
| 810347208 | Existing Customer | 51 | M | 4 | Unknown | Married | $120K + | Gold | 46 | 6 | 1 | 3 | 34516.0 | 2264 | 32252.0 | 1.975 | 1330 | 31 | 0.722 | 0.066 | 1/3/2021 |
| 818906208 | Existing Customer | 32 | M | 0 | High School | Unknown | $60K - $80K | Silver | 27 | 2 | 2 | 2 | 29081.0 | 1396 | 27685.0 | 2.204 | 1538 | 36 | 0.714 | 0.048 | 2/3/2019 |
| 710930508 | Existing Customer | 37 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 2 | 0 | 22352.0 | 2517 | 19835.0 | 3.355 | 1350 | 24 | 1.182 | 0.113 | 11/22/2021 |
| 719661558 | Existing Customer | 48 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 11656.0 | 1677 | 9979.0 | 1.524 | 1441 | 32 | 0.882 | 0.144 | 11/29/2022 |
| 708790833 | Existing Customer | 42 | M | 5 | Uneducated | Unknown | $120K + | Blue | 31 | 5 | 3 | 2 | 6748.0 | 1467 | 5281.0 | 0.831 | 1201 | 42 | 0.680 | 0.217 | 11/23/2021 |
| 710821833 | Existing Customer | 65 | M | 1 | Unknown | Married | $40K - $60K | Blue | 54 | 6 | 2 | 3 | 9095.0 | 1587 | 7508.0 | 1.433 | 1314 | 26 | 1.364 | 0.174 | 4/27/2020 |
| 710599683 | Existing Customer | 56 | M | 1 | College | Single | $80K - $120K | Blue | 36 | 3 | 6 | 0 | 11751.0 | 0 | 11751.0 | 3.397 | 1539 | 17 | 3.250 | 0.000 | 10/2/2020 |
| 816082233 | Existing Customer | 35 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 30 | 5 | 1 | 3 | 8547.0 | 1666 | 6881.0 | 1.163 | 1311 | 33 | 2.000 | 0.195 | 6/17/2019 |
| 712396908 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 48 | 5 | 2 | 2 | 2436.0 | 680 | 1756.0 | 1.190 | 1570 | 29 | 0.611 | 0.279 | 2/16/2022 |
| 714885258 | Existing Customer | 44 | M | 4 | Unknown | Unknown | $80K - $120K | Blue | 37 | 5 | 1 | 2 | 4234.0 | 972 | 3262.0 | 1.707 | 1348 | 27 | 1.700 | 0.230 | 11/26/2019 |
| 709967358 | Existing Customer | 48 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 30367.0 | 2362 | 28005.0 | 1.708 | 1671 | 27 | 0.929 | 0.078 | 5/15/2019 |
| 753327333 | Existing Customer | 41 | M | 3 | Unknown | Married | $80K - $120K | Blue | 34 | 4 | 4 | 1 | 13535.0 | 1291 | 12244.0 | 0.653 | 1028 | 21 | 1.625 | 0.095 | 5/22/2022 |
| 806160108 | Existing Customer | 61 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 2 | 2 | 3 | 3193.0 | 2517 | 676.0 | 1.831 | 1336 | 30 | 1.143 | 0.788 | 10/19/2020 |
| 709327383 | Existing Customer | 45 | F | 2 | Graduate | Married | Unknown | Blue | 37 | 6 | 1 | 2 | 14470.0 | 1157 | 13313.0 | 0.966 | 1207 | 21 | 0.909 | 0.080 | 5/14/2019 |
| 806165208 | Existing Customer | 47 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 42 | 5 | 2 | 0 | 20979.0 | 1800 | 19179.0 | 0.906 | 1178 | 27 | 0.929 | 0.086 | 8/3/2020 |
| 708508758 | Attrited Customer | 62 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 1.047 | 692 | 16 | 0.600 | 0.000 | 8/20/2022 |
| 784725333 | Existing Customer | 41 | M | 3 | High School | Married | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 4470.0 | 680 | 3790.0 | 1.608 | 931 | 18 | 1.571 | 0.152 | 11/13/2020 |
| 811604133 | Existing Customer | 47 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2492.0 | 1560 | 932.0 | 0.573 | 1126 | 23 | 0.353 | 0.626 | 1/16/2021 |
| 789124683 | Existing Customer | 54 | M | 2 | Unknown | Married | $80K - $120K | Blue | 42 | 4 | 2 | 3 | 12217.0 | 0 | 12217.0 | 1.075 | 1110 | 21 | 0.750 | 0.000 | 3/14/2022 |
| 771071958 | Existing Customer | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 1 | 2 | 7768.0 | 1669 | 6099.0 | 0.797 | 1051 | 22 | 0.833 | 0.215 | 1/11/2019 |
| 720466383 | Existing Customer | 59 | M | 1 | High School | Unknown | $40K - $60K | Blue | 46 | 4 | 1 | 2 | 14784.0 | 1374 | 13410.0 | 0.921 | 1197 | 23 | 1.300 | 0.093 | 5/2/2020 |
| 804424383 | Existing Customer | 63 | M | 1 | Unknown | Married | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 10215.0 | 1010 | 9205.0 | 0.843 | 1904 | 40 | 1.000 | 0.099 | 7/12/2020 |
| 718813833 | Existing Customer | 44 | F | 3 | Uneducated | Single | Unknown | Blue | 34 | 5 | 2 | 2 | 10100.0 | 0 | 10100.0 | 0.525 | 1052 | 18 | 1.571 | 0.000 | 8/9/2019 |
| 806624208 | Existing Customer | 47 | M | 4 | High School | Married | $40K - $60K | Blue | 42 | 6 | 0 | 0 | 4785.0 | 1362 | 3423.0 | 0.739 | 1045 | 38 | 0.900 | 0.285 | 10/17/2022 |
| 778348233 | Existing Customer | 53 | M | 3 | Unknown | Married | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 2753.0 | 1811 | 942.0 | 0.977 | 1038 | 25 | 2.571 | 0.658 | 12/24/2019 |
| 712991808 | Existing Customer | 53 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 48 | 2 | 5 | 1 | 2451.0 | 1690 | 761.0 | 1.323 | 1596 | 26 | 1.600 | 0.690 | 1/14/2021 |
| 709029408 | Existing Customer | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 8923.0 | 2517 | 6406.0 | 1.726 | 1589 | 24 | 1.667 | 0.282 | 7/15/2022 |
| 788658483 | Existing Customer | 53 | F | 2 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 3 | 2650.0 | 1490 | 1160.0 | 1.750 | 1411 | 28 | 1.000 | 0.562 | 7/30/2022 |
| 787937058 | Existing Customer | 58 | M | 0 | Graduate | Married | $80K - $120K | Blue | 49 | 6 | 2 | 2 | 12555.0 | 1696 | 10859.0 | 0.519 | 1291 | 24 | 0.714 | 0.135 | 7/25/2019 |
| 715318008 | Existing Customer | 55 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 2 | 1 | 3520.0 | 1914 | 1606.0 | 0.510 | 1407 | 43 | 0.483 | 0.544 | 11/17/2020 |
| 713962233 | Existing Customer | 55 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3035.0 | 2298 | 737.0 | 1.724 | 1877 | 37 | 1.176 | 0.757 | 3/16/2022 |
| 785432733 | Existing Customer | 42 | F | 4 | High School | Married | Less than $40K | Gold | 36 | 2 | 3 | 3 | 15433.0 | 0 | 15433.0 | 0.865 | 966 | 22 | 1.200 | 0.000 | 9/7/2019 |
| 715190283 | Existing Customer | 57 | F | 1 | Graduate | Unknown | $40K - $60K | Blue | 49 | 3 | 3 | 2 | 3672.0 | 886 | 2786.0 | 1.320 | 1464 | 28 | 0.556 | 0.241 | 7/26/2021 |
| 708300483 | Attrited Customer | 66 | F | 0 | Doctorate | Married | Unknown | Blue | 56 | 5 | 4 | 3 | 7882.0 | 605 | 7277.0 | 1.052 | 704 | 16 | 0.143 | 0.077 | 11/20/2020 |
| 827111283 | Existing Customer | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 32426.0 | 578 | 31848.0 | 1.042 | 1109 | 28 | 0.474 | 0.018 | 6/11/2021 |
| 758551608 | Existing Customer | 51 | M | 2 | Unknown | Married | $40K - $60K | Blue | 44 | 4 | 1 | 0 | 6205.0 | 2204 | 4001.0 | 0.803 | 1347 | 28 | 0.556 | 0.355 | 2/8/2020 |
| 773146383 | Existing Customer | 50 | F | 1 | College | Single | $40K - $60K | Silver | 43 | 3 | 2 | 3 | 17304.0 | 2517 | 14787.0 | 1.449 | 1756 | 33 | 1.200 | 0.145 | 9/11/2020 |
| 778493808 | Existing Customer | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 5 | 2 | 1 | 3906.0 | 0 | 3906.0 | 1.214 | 1756 | 32 | 1.000 | 0.000 | 12/9/2022 |
| 720572508 | Existing Customer | 38 | F | 4 | Graduate | Single | Unknown | Blue | 28 | 2 | 3 | 3 | 9830.0 | 2055 | 7775.0 | 0.977 | 1042 | 23 | 0.917 | 0.209 | 8/11/2022 |
| 712661433 | Existing Customer | 49 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 1.621 | 1444 | 28 | 1.333 | 0.000 | 5/22/2022 |
| 789172683 | Existing Customer | 56 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 45 | 6 | 2 | 0 | 2283.0 | 1430 | 853.0 | 2.316 | 1741 | 27 | 0.588 | 0.626 | 10/29/2021 |
| 738406533 | Existing Customer | 59 | M | 1 | Doctorate | Married | $40K - $60K | Blue | 52 | 3 | 2 | 2 | 2548.0 | 2020 | 528.0 | 2.357 | 1719 | 27 | 1.700 | 0.793 | 11/26/2020 |
| 799723908 | Existing Customer | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 19458.0 | 1435 | 18023.0 | 0.787 | 1217 | 27 | 0.800 | 0.074 | 4/30/2021 |
| 771490833 | Existing Customer | 52 | M | 1 | College | Single | $80K - $120K | Blue | 40 | 5 | 1 | 1 | 4745.0 | 1227 | 3518.0 | 0.624 | 1140 | 40 | 0.600 | 0.259 | 4/20/2022 |
| 720756708 | Existing Customer | 52 | F | 3 | Unknown | Married | Less than $40K | Blue | 41 | 6 | 3 | 2 | 2622.0 | 1549 | 1073.0 | 1.321 | 1878 | 30 | 1.143 | 0.591 | 1/16/2022 |
| 779471883 | Attrited Customer | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 1 | 1438.3 | 808 | 630.3 | 0.997 | 705 | 19 | 0.900 | 0.562 | 11/23/2022 |
| 711525033 | Existing Customer | 66 | F | 0 | High School | Married | Less than $40K | Blue | 54 | 3 | 4 | 2 | 3171.0 | 2179 | 992.0 | 1.224 | 1946 | 38 | 1.923 | 0.687 | 9/8/2019 |
| 712813458 | Existing Customer | 49 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 4 | 2 | 0 | 19763.0 | 2517 | 17246.0 | 0.664 | 1414 | 35 | 0.250 | 0.127 | 9/21/2021 |
| 714374133 | Attrited Customer | 56 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 1 | 3 | 3 | 15769.0 | 0 | 15769.0 | 1.041 | 602 | 15 | 0.364 | 0.000 | 7/28/2019 |
| 717891558 | Existing Customer | 49 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 4 | 2 | 3298.0 | 2200 | 1098.0 | 0.678 | 1052 | 32 | 0.600 | 0.667 | 7/11/2022 |
| 716632758 | Existing Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 0 | 2802.0 | 2363 | 439.0 | 0.750 | 1295 | 40 | 0.600 | 0.843 | 1/12/2022 |
| 768563658 | Existing Customer | 56 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 50 | 4 | 2 | 3 | 4458.0 | 1880 | 2578.0 | 1.107 | 1424 | 29 | 1.417 | 0.422 | 11/14/2022 |
| 711427458 | Existing Customer | 44 | F | 5 | Graduate | Married | Unknown | Blue | 35 | 4 | 1 | 2 | 6273.0 | 978 | 5295.0 | 2.275 | 1359 | 25 | 1.083 | 0.156 | 10/20/2022 |
| 714091983 | Existing Customer | 42 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 4 | 4 | 3 | 3336.0 | 1753 | 1583.0 | 0.690 | 1168 | 27 | 1.250 | 0.525 | 12/13/2022 |
| 787584108 | Existing Customer | 55 | M | 3 | Unknown | Married | $80K - $120K | Blue | 47 | 4 | 2 | 3 | 3436.0 | 2016 | 1420.0 | 0.901 | 1097 | 33 | 0.833 | 0.587 | 4/24/2019 |
| 712030833 | Attrited Customer | 48 | M | 2 | Graduate | Married | $60K - $80K | Silver | 35 | 2 | 4 | 4 | 34516.0 | 0 | 34516.0 | 0.763 | 691 | 15 | 0.500 | 0.000 | 10/23/2021 |
| 711481533 | Existing Customer | 39 | M | 1 | High School | Divorced | $60K - $80K | Blue | 33 | 5 | 3 | 3 | 5926.0 | 1251 | 4675.0 | 0.944 | 1316 | 28 | 1.154 | 0.211 | 2/11/2020 |
| 710082708 | Existing Customer | 44 | M | 4 | Post-Graduate | Single | $120K + | Blue | 32 | 2 | 4 | 2 | 23957.0 | 2102 | 21855.0 | 0.997 | 1276 | 26 | 0.733 | 0.088 | 8/15/2019 |
| 708155733 | Existing Customer | 53 | M | 2 | High School | Single | $120K + | Blue | 44 | 4 | 2 | 2 | 14734.0 | 1634 | 13100.0 | 0.989 | 1289 | 23 | 0.917 | 0.111 | 11/13/2021 |
| 788979258 | Existing Customer | 51 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 38 | 4 | 1 | 4 | 34516.0 | 1515 | 33001.0 | 0.592 | 1293 | 32 | 0.600 | 0.044 | 12/6/2021 |
| 807986133 | Existing Customer | 57 | M | 2 | College | Married | $60K - $80K | Blue | 52 | 5 | 3 | 3 | 6584.0 | 1817 | 4767.0 | 0.620 | 1353 | 35 | 0.667 | 0.276 | 7/15/2019 |
| 788730933 | Existing Customer | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 20 | 6 | 3 | 3 | 2084.0 | 1468 | 616.0 | 1.004 | 1132 | 28 | 0.556 | 0.704 | 4/21/2022 |
| 711314058 | Existing Customer | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 32 | 2 | 2 | 2 | 1687.0 | 1107 | 580.0 | 1.715 | 1670 | 17 | 2.400 | 0.656 | 6/18/2021 |
| 717975333 | Existing Customer | 50 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 25300.0 | 1330 | 23970.0 | 1.072 | 837 | 15 | 2.000 | 0.053 | 12/16/2020 |
| 715971108 | Existing Customer | 51 | M | 4 | Graduate | Single | $120K + | Blue | 42 | 3 | 2 | 3 | 34516.0 | 1763 | 32753.0 | 1.266 | 1550 | 41 | 1.050 | 0.051 | 5/30/2019 |
| 720096558 | Existing Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 3 | 2216.0 | 1034 | 1182.0 | 0.758 | 1540 | 36 | 0.286 | 0.467 | 8/21/2019 |
| 719580033 | Existing Customer | 54 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 43 | 4 | 2 | 3 | 2910.0 | 2030 | 880.0 | 0.769 | 1256 | 21 | 0.400 | 0.698 | 2/16/2020 |
| 820582308 | Existing Customer | 42 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 22913.0 | 1528 | 21385.0 | 0.414 | 1394 | 35 | 0.522 | 0.067 | 8/3/2020 |
| 789973308 | Existing Customer | 44 | M | 1 | College | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 24312.0 | 1932 | 22380.0 | 1.312 | 1341 | 24 | 1.182 | 0.079 | 4/9/2020 |
| 712876233 | Existing Customer | 53 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 5272.0 | 1515 | 3757.0 | 0.857 | 1289 | 33 | 0.435 | 0.287 | 3/17/2021 |
| 804595158 | Existing Customer | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 4 | 2 | 7000.0 | 2517 | 4483.0 | 0.475 | 1112 | 23 | 1.875 | 0.360 | 7/17/2020 |
| 714826758 | Existing Customer | 37 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 4 | 4 | 2 | 7038.0 | 1801 | 5237.0 | 0.751 | 2339 | 57 | 0.966 | 0.256 | 7/31/2021 |
| 779058108 | Existing Customer | 49 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 30 | 6 | 1 | 2 | 2536.0 | 1823 | 713.0 | 0.703 | 1468 | 23 | 0.353 | 0.719 | 7/1/2022 |
| 710790258 | Existing Customer | 47 | M | 2 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 28904.0 | 1899 | 27005.0 | 0.850 | 1334 | 35 | 0.400 | 0.066 | 6/3/2019 |
| 715623483 | Existing Customer | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 4 | 4 | 0 | 8567.0 | 1695 | 6872.0 | 1.242 | 1457 | 41 | 1.412 | 0.198 | 3/11/2022 |
| 715156383 | Existing Customer | 44 | M | 1 | Unknown | Unknown | $120K + | Blue | 36 | 6 | 2 | 2 | 34516.0 | 1533 | 32983.0 | 0.924 | 1603 | 29 | 0.526 | 0.044 | 3/26/2019 |
| 711013983 | Attrited Customer | 55 | F | 4 | Unknown | Married | $40K - $60K | Blue | 45 | 2 | 4 | 3 | 2158.0 | 0 | 2158.0 | 0.585 | 615 | 12 | 0.714 | 0.000 | 9/24/2019 |
| 755420433 | Existing Customer | 59 | F | 1 | Graduate | Married | Unknown | Blue | 52 | 2 | 3 | 3 | 10133.0 | 1417 | 8716.0 | 0.383 | 1068 | 20 | 0.818 | 0.140 | 8/4/2019 |
| 794543958 | Existing Customer | 53 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 35 | 5 | 4 | 2 | 34516.0 | 1219 | 33297.0 | 1.129 | 1590 | 27 | 2.000 | 0.035 | 7/17/2022 |
| 716396358 | Existing Customer | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 47 | 5 | 3 | 0 | 3085.0 | 1910 | 1175.0 | 0.921 | 1531 | 35 | 0.667 | 0.619 | 5/20/2022 |
| 715398033 | Existing Customer | 53 | M | 2 | High School | Single | $120K + | Blue | 35 | 4 | 2 | 1 | 19040.0 | 2056 | 16984.0 | 0.607 | 1212 | 31 | 0.722 | 0.108 | 3/11/2020 |
| 711743883 | Existing Customer | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 4026.0 | 0 | 4026.0 | 0.483 | 1237 | 32 | 0.600 | 0.000 | 8/16/2022 |
| 719720058 | Existing Customer | 44 | M | 3 | High School | Single | $60K - $80K | Blue | 31 | 4 | 3 | 1 | 12756.0 | 837 | 11919.0 | 1.932 | 1413 | 14 | 1.800 | 0.066 | 7/22/2020 |
| 778992108 | Existing Customer | 57 | M | 2 | Unknown | Married | $120K + | Blue | 45 | 5 | 3 | 3 | 5266.0 | 0 | 5266.0 | 1.702 | 1516 | 29 | 1.636 | 0.000 | 5/28/2022 |
| 717539808 | Existing Customer | 51 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 9930.0 | 0 | 9930.0 | 0.731 | 1276 | 21 | 1.333 | 0.000 | 6/10/2020 |
| 714070758 | Existing Customer | 49 | M | 4 | High School | Single | $80K - $120K | Blue | 38 | 4 | 3 | 0 | 31302.0 | 1953 | 29349.0 | 0.875 | 1564 | 35 | 2.182 | 0.062 | 5/20/2020 |
| 714107958 | Existing Customer | 45 | M | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 4 | 3 | 6576.0 | 0 | 6576.0 | 0.579 | 1465 | 34 | 0.619 | 0.000 | 10/13/2022 |
| 789140283 | Existing Customer | 53 | M | 0 | Graduate | Single | $80K - $120K | Blue | 42 | 5 | 4 | 1 | 2664.0 | 2037 | 627.0 | 0.850 | 1286 | 29 | 0.933 | 0.765 | 3/10/2022 |
| 715550508 | Existing Customer | 45 | F | 3 | Unknown | Married | Unknown | Blue | 28 | 5 | 1 | 2 | 2535.0 | 2440 | 95.0 | 1.705 | 1312 | 20 | 1.222 | 0.963 | 10/27/2019 |
| 719712633 | Existing Customer | 64 | M | 1 | Graduate | Married | Less than $40K | Blue | 52 | 6 | 4 | 3 | 1709.0 | 895 | 814.0 | 1.656 | 1673 | 32 | 0.882 | 0.524 | 5/2/2020 |
| 772629333 | Existing Customer | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 4 | 2 | 3454.0 | 1200 | 2254.0 | 0.597 | 1313 | 30 | 0.304 | 0.347 | 10/18/2022 |
| 720336708 | Existing Customer | 53 | M | 3 | Doctorate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 3789.0 | 1706 | 2083.0 | 1.047 | 1609 | 42 | 0.680 | 0.450 | 9/28/2021 |
| 802013583 | Existing Customer | 56 | M | 3 | College | Married | $120K + | Blue | 50 | 3 | 2 | 0 | 9689.0 | 2250 | 7439.0 | 0.576 | 1158 | 19 | 0.727 | 0.232 | 4/23/2020 |
| 711887583 | Attrited Customer | 47 | M | 2 | Unknown | Married | $80K - $120K | Blue | 37 | 2 | 3 | 3 | 5449.0 | 1628 | 3821.0 | 0.696 | 836 | 18 | 0.385 | 0.299 | 12/17/2020 |
| 714778833 | Existing Customer | 49 | F | 3 | College | Single | Unknown | Blue | 43 | 4 | 4 | 0 | 23032.0 | 1960 | 21072.0 | 0.619 | 1289 | 22 | 1.000 | 0.085 | 6/5/2021 |
| 713843283 | Existing Customer | 41 | F | 3 | Unknown | Married | Unknown | Silver | 34 | 5 | 3 | 3 | 34516.0 | 2053 | 32463.0 | 1.034 | 1487 | 26 | 0.733 | 0.059 | 9/6/2019 |
| 779155158 | Existing Customer | 53 | M | 3 | Graduate | Married | $120K + | Blue | 34 | 6 | 2 | 2 | 2940.0 | 1264 | 1676.0 | 0.562 | 1259 | 33 | 0.500 | 0.430 | 12/23/2022 |
| 721091583 | Existing Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 3 | 3 | 3031.0 | 1879 | 1152.0 | 0.788 | 1298 | 15 | 1.500 | 0.620 | 9/27/2021 |
| 713572683 | Existing Customer | 44 | M | 3 | High School | Unknown | $60K - $80K | Blue | 25 | 3 | 3 | 0 | 1862.0 | 0 | 1862.0 | 0.883 | 1226 | 34 | 0.789 | 0.000 | 11/28/2019 |
| 716657058 | Existing Customer | 43 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 33 | 2 | 3 | 3 | 8358.0 | 926 | 7432.0 | 0.762 | 1566 | 37 | 0.542 | 0.111 | 9/4/2022 |
| 779509983 | Existing Customer | 53 | M | 2 | Post-Graduate | Single | $120K + | Blue | 36 | 6 | 1 | 2 | 34516.0 | 931 | 33585.0 | 0.828 | 1022 | 21 | 1.100 | 0.027 | 4/16/2021 |
| 717929133 | Existing Customer | 44 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 14450.0 | 2440 | 12010.0 | 1.283 | 1235 | 30 | 0.667 | 0.169 | 4/4/2021 |
| 808284783 | Existing Customer | 62 | F | 1 | Unknown | Married | Less than $40K | Blue | 56 | 6 | 0 | 0 | 1438.3 | 0 | 1438.3 | 0.813 | 1951 | 44 | 1.095 | 0.000 | 5/1/2019 |
| 708476808 | Existing Customer | 54 | M | 4 | Unknown | Divorced | $120K + | Blue | 36 | 6 | 3 | 2 | 33791.0 | 1960 | 31831.0 | 0.618 | 1047 | 31 | 0.824 | 0.058 | 4/13/2020 |
| 710916408 | Existing Customer | 57 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 4 | 3 | 0 | 8466.0 | 1886 | 6580.0 | 0.560 | 1342 | 32 | 0.391 | 0.223 | 4/19/2022 |
| 708492558 | Existing Customer | 42 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 15088.0 | 865 | 14223.0 | 0.939 | 1107 | 21 | 1.625 | 0.057 | 11/16/2020 |
| 799825758 | Existing Customer | 42 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 3263.0 | 1674 | 1589.0 | 0.588 | 1251 | 35 | 0.346 | 0.513 | 2/24/2019 |
| 718619883 | Existing Customer | 54 | F | 0 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1494.0 | 706 | 788.0 | 1.674 | 1305 | 24 | 3.000 | 0.473 | 5/12/2022 |
| 711844758 | Existing Customer | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 1 | 0 | 13551.0 | 1294 | 12257.0 | 0.791 | 1388 | 37 | 1.056 | 0.095 | 8/28/2019 |
| 714798783 | Existing Customer | 49 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 18886.0 | 895 | 17991.0 | 1.826 | 1235 | 18 | 1.571 | 0.047 | 11/30/2021 |
| 826762908 | Existing Customer | 52 | M | 3 | High School | Unknown | $80K - $120K | Blue | 48 | 3 | 2 | 0 | 11976.0 | 1273 | 10703.0 | 1.024 | 2089 | 36 | 1.118 | 0.106 | 4/18/2022 |
| 771894558 | Existing Customer | 50 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 4 | 1 | 4 | 9964.0 | 1559 | 8405.0 | 1.873 | 1626 | 25 | 0.786 | 0.156 | 6/26/2019 |
| 721074183 | Existing Customer | 49 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 3 | 24159.0 | 1196 | 22963.0 | 0.712 | 1111 | 24 | 1.000 | 0.050 | 7/20/2021 |
| 715259583 | Existing Customer | 53 | F | 2 | High School | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 5362.0 | 1901 | 3461.0 | 0.816 | 1553 | 38 | 1.000 | 0.355 | 6/13/2021 |
| 718414008 | Existing Customer | 50 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 34516.0 | 1023 | 33493.0 | 1.004 | 1064 | 13 | 0.625 | 0.030 | 7/2/2019 |
| 719666283 | Existing Customer | 55 | F | 1 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 3174.0 | 1951 | 1223.0 | 0.766 | 1243 | 29 | 0.611 | 0.615 | 1/9/2021 |
| 714877233 | Existing Customer | 53 | M | 1 | High School | Married | $80K - $120K | Blue | 47 | 3 | 2 | 2 | 12262.0 | 1836 | 10426.0 | 1.584 | 1659 | 38 | 1.533 | 0.150 | 11/21/2019 |
| 785387883 | Existing Customer | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 3788.0 | 1540 | 2248.0 | 0.566 | 1594 | 47 | 0.382 | 0.407 | 12/15/2020 |
| 771075258 | Existing Customer | 55 | M | 2 | College | Single | $120K + | Silver | 42 | 2 | 3 | 2 | 34516.0 | 1527 | 32989.0 | 0.526 | 1268 | 42 | 0.355 | 0.044 | 12/22/2020 |
| 711318033 | Existing Customer | 47 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2926.0 | 0 | 2926.0 | 0.676 | 1304 | 24 | 0.846 | 0.000 | 2/22/2021 |
| 783554958 | Existing Customer | 58 | M | 4 | Graduate | Single | $120K + | Blue | 52 | 6 | 1 | 0 | 32090.0 | 0 | 32090.0 | 0.567 | 1368 | 30 | 0.364 | 0.000 | 6/27/2021 |
| 720201033 | Attrited Customer | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 11669.0 | 2227 | 9442.0 | 0.622 | 720 | 23 | 0.353 | 0.191 | 12/5/2022 |
| 718039683 | Existing Customer | 52 | M | 2 | High School | Single | $40K - $60K | Blue | 45 | 3 | 1 | 2 | 13532.0 | 1300 | 12232.0 | 0.846 | 1521 | 29 | 1.417 | 0.096 | 12/1/2020 |
| 710806083 | Existing Customer | 50 | F | 1 | Uneducated | Unknown | Less than $40K | Silver | 36 | 4 | 2 | 2 | 11888.0 | 2090 | 9798.0 | 0.700 | 1137 | 30 | 0.765 | 0.176 | 3/13/2019 |
| 714752208 | Existing Customer | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2393.0 | 1985 | 408.0 | 0.788 | 978 | 16 | 0.778 | 0.830 | 12/27/2022 |
| 822063408 | Existing Customer | 43 | M | 4 | Unknown | Married | $40K - $60K | Blue | 39 | 5 | 1 | 2 | 6111.0 | 2517 | 3594.0 | 0.632 | 1221 | 16 | 2.200 | 0.412 | 4/18/2020 |
| 714490308 | Existing Customer | 57 | M | 4 | Graduate | Married | $80K - $120K | Blue | 46 | 3 | 2 | 3 | 19270.0 | 1662 | 17608.0 | 1.186 | 1565 | 28 | 1.545 | 0.086 | 7/27/2019 |
| 713356833 | Existing Customer | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 43 | 3 | 1 | 4 | 3710.0 | 2517 | 1193.0 | 1.541 | 1578 | 34 | 0.700 | 0.678 | 4/23/2019 |
| 711402333 | Existing Customer | 47 | M | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 2 | 1 | 3 | 3235.0 | 797 | 2438.0 | 0.541 | 1493 | 32 | 1.000 | 0.246 | 1/7/2019 |
| 708296883 | Existing Customer | 44 | F | 3 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 1 | 0 | 11749.0 | 788 | 10961.0 | 0.688 | 1178 | 27 | 0.929 | 0.067 | 7/31/2019 |
| 719154483 | Existing Customer | 53 | M | 2 | High School | Divorced | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 7753.0 | 2100 | 5653.0 | 0.839 | 991 | 26 | 0.733 | 0.271 | 3/1/2022 |
| 717721458 | Existing Customer | 45 | M | 4 | College | Divorced | $60K - $80K | Blue | 40 | 5 | 1 | 0 | 10408.0 | 1186 | 9222.0 | 1.689 | 2560 | 42 | 1.211 | 0.114 | 1/13/2020 |
| 711112683 | Existing Customer | 63 | F | 1 | College | Married | Unknown | Blue | 36 | 6 | 2 | 3 | 3967.0 | 1568 | 2399.0 | 1.236 | 1657 | 29 | 1.231 | 0.395 | 9/6/2020 |
| 715674483 | Existing Customer | 39 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 27 | 4 | 2 | 2 | 6205.0 | 2517 | 3688.0 | 0.939 | 1204 | 19 | 0.727 | 0.406 | 7/25/2021 |
| 789322833 | Attrited Customer | 48 | F | 5 | High School | Married | Less than $40K | Blue | 38 | 1 | 3 | 3 | 8025.0 | 0 | 8025.0 | 0.654 | 673 | 18 | 0.800 | 0.000 | 2/11/2020 |
| 789968058 | Existing Customer | 51 | M | 1 | Unknown | Single | $120K + | Blue | 42 | 6 | 2 | 3 | 9036.0 | 2327 | 6709.0 | 0.649 | 1131 | 18 | 0.636 | 0.258 | 9/28/2020 |
| 709919283 | Existing Customer | 54 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 2 | 3 | 2 | 14926.0 | 2517 | 12409.0 | 1.996 | 1576 | 25 | 1.500 | 0.169 | 2/18/2019 |
| 718744008 | Existing Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6335.0 | 1128 | 5207.0 | 0.397 | 1217 | 20 | 0.667 | 0.178 | 6/13/2019 |
| 767712558 | Attrited Customer | 59 | M | 1 | College | Single | $60K - $80K | Blue | 53 | 2 | 3 | 3 | 14979.0 | 0 | 14979.0 | 0.710 | 530 | 10 | 1.000 | 0.000 | 10/9/2020 |
| 712950783 | Attrited Customer | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 2732.0 | 0 | 2732.0 | 0.760 | 739 | 16 | 0.455 | 0.000 | 8/22/2019 |
| 716104983 | Existing Customer | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 2 | 2250.0 | 2117 | 133.0 | 1.162 | 1617 | 31 | 2.875 | 0.941 | 11/28/2020 |
| 818839983 | Existing Customer | 55 | M | 2 | Graduate | Married | $120K + | Blue | 50 | 3 | 2 | 0 | 10916.0 | 1536 | 9380.0 | 1.317 | 1592 | 34 | 1.000 | 0.141 | 6/23/2021 |
| 772288758 | Existing Customer | 47 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 4 | 1 | 3 | 5349.0 | 1228 | 4121.0 | 0.728 | 1343 | 30 | 1.308 | 0.230 | 7/31/2020 |
| 712350858 | Existing Customer | 41 | M | 2 | High School | Married | $80K - $120K | Blue | 24 | 4 | 1 | 3 | 9366.0 | 1104 | 8262.0 | 0.572 | 1303 | 39 | 0.625 | 0.118 | 9/11/2021 |
| 711009708 | Existing Customer | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 5 | 1 | 0 | 21617.0 | 0 | 21617.0 | 1.047 | 1351 | 22 | 0.467 | 0.000 | 7/16/2019 |
| 712720158 | Existing Customer | 68 | M | 1 | Graduate | Married | Unknown | Blue | 56 | 5 | 2 | 3 | 13860.0 | 1652 | 12208.0 | 1.255 | 1910 | 32 | 1.909 | 0.119 | 3/28/2020 |
| 712215258 | Existing Customer | 50 | F | 1 | Graduate | Single | $40K - $60K | Silver | 31 | 2 | 2 | 3 | 18386.0 | 0 | 18386.0 | 0.868 | 1298 | 22 | 0.571 | 0.000 | 3/13/2019 |
| 773827008 | Existing Customer | 47 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 41 | 6 | 2 | 2 | 2405.0 | 1540 | 865.0 | 0.469 | 1087 | 29 | 1.231 | 0.640 | 6/2/2020 |
| 795232683 | Existing Customer | 53 | F | 1 | College | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 2154.0 | 930 | 1224.0 | 2.121 | 1439 | 26 | 1.364 | 0.432 | 12/14/2021 |
| 713786508 | Existing Customer | 42 | F | 5 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2038.0 | 0 | 2038.0 | 0.786 | 1238 | 28 | 0.750 | 0.000 | 1/15/2022 |
| 713539833 | Existing Customer | 48 | F | 4 | High School | Single | $40K - $60K | Blue | 38 | 6 | 1 | 3 | 8135.0 | 0 | 8135.0 | 1.373 | 1716 | 29 | 0.812 | 0.000 | 11/1/2022 |
| 712454058 | Existing Customer | 49 | M | 1 | Doctorate | Married | $120K + | Blue | 38 | 6 | 1 | 3 | 9364.0 | 618 | 8746.0 | 0.554 | 1099 | 27 | 0.800 | 0.066 | 9/7/2022 |
| 718759833 | Existing Customer | 44 | F | 2 | Uneducated | Married | Unknown | Silver | 35 | 4 | 3 | 2 | 32643.0 | 0 | 32643.0 | 1.300 | 1058 | 24 | 2.429 | 0.000 | 9/19/2021 |
| 718803333 | Existing Customer | 43 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 34 | 2 | 3 | 1 | 3195.0 | 1954 | 1241.0 | 0.971 | 1285 | 29 | 0.706 | 0.612 | 5/30/2020 |
| 720253908 | Existing Customer | 56 | M | 0 | High School | Married | $80K - $120K | Blue | 43 | 5 | 2 | 1 | 2852.0 | 1024 | 1828.0 | 1.009 | 1651 | 28 | 1.000 | 0.359 | 5/1/2021 |
| 714133158 | Existing Customer | 59 | F | 1 | College | Single | Unknown | Blue | 36 | 2 | 3 | 3 | 4224.0 | 1305 | 2919.0 | 0.852 | 1152 | 31 | 0.824 | 0.309 | 8/30/2022 |
| 713187033 | Existing Customer | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 20459.0 | 2071 | 18388.0 | 1.248 | 1767 | 38 | 2.167 | 0.101 | 6/28/2019 |
| 714791208 | Existing Customer | 47 | F | 4 | Unknown | Divorced | Less than $40K | Blue | 41 | 6 | 5 | 3 | 3482.0 | 2114 | 1368.0 | 0.508 | 1039 | 24 | 0.263 | 0.607 | 6/30/2020 |
| 772426383 | Existing Customer | 50 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 40 | 5 | 2 | 3 | 3065.0 | 1570 | 1495.0 | 1.077 | 1130 | 28 | 1.333 | 0.512 | 3/16/2019 |
| 710975883 | Existing Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 3 | 1 | 2 | 2185.0 | 1761 | 424.0 | 0.682 | 1645 | 30 | 0.429 | 0.806 | 5/15/2019 |
| 714264408 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 1611.0 | 746 | 865.0 | 0.993 | 1413 | 29 | 0.706 | 0.463 | 2/8/2019 |
| 715827858 | Existing Customer | 58 | F | 4 | Uneducated | Married | Less than $40K | Blue | 47 | 3 | 3 | 3 | 2822.0 | 2173 | 649.0 | 1.456 | 1218 | 23 | 2.286 | 0.770 | 10/11/2019 |
| 713741358 | Attrited Customer | 46 | M | 5 | Graduate | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 32975.0 | 2517 | 30458.0 | 0.658 | 597 | 17 | 0.700 | 0.076 | 8/10/2020 |
| 709531908 | Existing Customer | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 47 | 5 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.776 | 2184 | 53 | 0.828 | 0.000 | 11/25/2022 |
| 716493408 | Existing Customer | 45 | F | 4 | Uneducated | Divorced | Unknown | Blue | 36 | 4 | 3 | 3 | 15875.0 | 1719 | 14156.0 | 0.860 | 1592 | 37 | 1.467 | 0.108 | 11/17/2022 |
| 714141108 | Existing Customer | 52 | F | 1 | High School | Married | Less than $40K | Blue | 45 | 6 | 3 | 3 | 6703.0 | 893 | 5810.0 | 0.567 | 1388 | 28 | 0.750 | 0.133 | 8/30/2022 |
| 708953883 | Attrited Customer | 53 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 3212.0 | 0 | 3212.0 | 0.713 | 757 | 20 | 0.250 | 0.000 | 4/24/2021 |
| 712608783 | Existing Customer | 50 | M | 2 | High School | Married | $80K - $120K | Silver | 45 | 3 | 1 | 3 | 34516.0 | 1260 | 33256.0 | 0.588 | 1504 | 34 | 0.789 | 0.037 | 12/9/2021 |
| 820353558 | Existing Customer | 41 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 9797.0 | 1434 | 8363.0 | 0.644 | 1503 | 34 | 0.478 | 0.146 | 9/6/2020 |
| 714964758 | Existing Customer | 45 | F | 5 | Graduate | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 10400.0 | 1777 | 8623.0 | 0.791 | 1105 | 28 | 0.867 | 0.171 | 7/12/2020 |
| 716264358 | Existing Customer | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 2 | 1 | 2 | 26792.0 | 1836 | 24956.0 | 1.432 | 2398 | 47 | 0.880 | 0.069 | 2/29/2020 |
| 717296808 | Existing Customer | 67 | F | 1 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 3 | 2 | 3006.0 | 2517 | 489.0 | 2.053 | 1661 | 32 | 1.000 | 0.837 | 7/13/2021 |
| 712977183 | Existing Customer | 57 | F | 2 | Uneducated | Single | $40K - $60K | Silver | 36 | 6 | 3 | 0 | 19482.0 | 1072 | 18410.0 | 0.706 | 1421 | 22 | 1.444 | 0.055 | 8/16/2021 |
| 710829108 | Existing Customer | 59 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 3356.0 | 985 | 2371.0 | 0.350 | 999 | 28 | 0.556 | 0.294 | 5/31/2021 |
| 779562633 | Existing Customer | 45 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 34 | 3 | 2 | 1 | 5771.0 | 2248 | 3523.0 | 1.791 | 1387 | 18 | 0.800 | 0.390 | 11/25/2021 |
| 715315833 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 11106.0 | 2107 | 8999.0 | 0.948 | 1243 | 24 | 1.000 | 0.190 | 5/17/2022 |
| 815500983 | Existing Customer | 59 | F | 1 | Uneducated | Married | Less than $40K | Blue | 54 | 5 | 3 | 0 | 2890.0 | 2001 | 889.0 | 1.334 | 1860 | 36 | 1.000 | 0.692 | 4/18/2021 |
| 719360583 | Existing Customer | 53 | M | 1 | Graduate | Married | $60K - $80K | Blue | 45 | 6 | 2 | 2 | 3380.0 | 1701 | 1679.0 | 0.747 | 1502 | 25 | 1.273 | 0.503 | 8/18/2022 |
| 709701558 | Existing Customer | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 21331.0 | 1251 | 20080.0 | 0.949 | 1460 | 50 | 1.083 | 0.059 | 1/2/2021 |
| 721148358 | Existing Customer | 49 | F | 3 | Uneducated | Single | Unknown | Blue | 38 | 6 | 2 | 1 | 12860.0 | 0 | 12860.0 | 0.646 | 1348 | 27 | 0.286 | 0.000 | 4/19/2021 |
| 779862408 | Existing Customer | 49 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 33 | 3 | 1 | 0 | 6278.0 | 462 | 5816.0 | 1.161 | 1087 | 33 | 0.941 | 0.074 | 11/22/2021 |
| 812627208 | Existing Customer | 60 | F | 0 | College | Single | Less than $40K | Blue | 55 | 5 | 1 | 3 | 1438.3 | 738 | 700.3 | 0.782 | 1226 | 33 | 0.571 | 0.513 | 9/5/2019 |
| 711033408 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 9355.0 | 1626 | 7729.0 | 0.701 | 1230 | 28 | 0.867 | 0.174 | 6/16/2020 |
| 779956608 | Existing Customer | 41 | F | 2 | Post-Graduate | Married | Unknown | Blue | 31 | 6 | 1 | 3 | 20758.0 | 0 | 20758.0 | 0.688 | 1555 | 32 | 0.684 | 0.000 | 9/15/2022 |
| 780376683 | Existing Customer | 57 | M | 1 | Graduate | Married | $80K - $120K | Blue | 47 | 5 | 3 | 1 | 14612.0 | 1976 | 12636.0 | 1.768 | 1827 | 24 | 3.000 | 0.135 | 9/18/2020 |
| 717912483 | Existing Customer | 43 | M | 4 | Graduate | Unknown | $80K - $120K | Blue | 27 | 5 | 2 | 0 | 27259.0 | 0 | 27259.0 | 0.731 | 1376 | 35 | 0.591 | 0.000 | 10/1/2019 |
| 714454758 | Existing Customer | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 6347.0 | 1594 | 4753.0 | 0.896 | 1771 | 37 | 0.762 | 0.251 | 12/24/2019 |
| 780466533 | Existing Customer | 54 | M | 3 | Doctorate | Married | $120K + | Blue | 41 | 3 | 3 | 0 | 21592.0 | 1676 | 19916.0 | 1.097 | 1873 | 52 | 0.529 | 0.078 | 8/11/2021 |
| 715735233 | Existing Customer | 51 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 44 | 5 | 1 | 1 | 3449.0 | 1598 | 1851.0 | 0.971 | 1679 | 42 | 0.556 | 0.463 | 9/2/2019 |
| 720476733 | Existing Customer | 47 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 2 | 1 | 2 | 6028.0 | 799 | 5229.0 | 0.819 | 1002 | 22 | 0.571 | 0.133 | 2/16/2022 |
| 715872333 | Existing Customer | 41 | M | 0 | High School | Unknown | $120K + | Blue | 36 | 3 | 2 | 3 | 18214.0 | 1998 | 16216.0 | 0.829 | 1344 | 21 | 1.100 | 0.110 | 10/17/2021 |
| 712375758 | Existing Customer | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 3 | 1 | 16393.0 | 1423 | 14970.0 | 1.642 | 1461 | 42 | 0.750 | 0.087 | 2/8/2022 |
| 708868233 | Attrited Customer | 68 | M | 0 | High School | Married | Less than $40K | Blue | 52 | 1 | 3 | 2 | 1438.3 | 900 | 538.3 | 0.743 | 760 | 21 | 0.615 | 0.626 | 6/28/2020 |
| 718030083 | Existing Customer | 59 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 7871.0 | 1687 | 6184.0 | 1.242 | 1428 | 22 | 1.444 | 0.214 | 5/6/2019 |
| 720707283 | Existing Customer | 48 | M | 4 | Unknown | Married | $80K - $120K | Blue | 36 | 5 | 3 | 0 | 5288.0 | 866 | 4422.0 | 0.869 | 1777 | 42 | 0.750 | 0.164 | 4/3/2021 |
| 771698658 | Existing Customer | 44 | M | 5 | Graduate | Married | $60K - $80K | Blue | 32 | 4 | 5 | 3 | 11376.0 | 2006 | 9370.0 | 0.619 | 1302 | 27 | 0.800 | 0.176 | 11/22/2020 |
| 748326258 | Existing Customer | 48 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 4 | 5 | 3 | 12302.0 | 1632 | 10670.0 | 1.509 | 1483 | 41 | 0.519 | 0.133 | 8/15/2020 |
| 770817783 | Existing Customer | 47 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 3 | 2 | 1 | 34516.0 | 1679 | 32837.0 | 0.623 | 1060 | 27 | 0.500 | 0.049 | 6/29/2022 |
| 779353083 | Existing Customer | 47 | M | 2 | Graduate | Married | $60K - $80K | Silver | 32 | 4 | 2 | 2 | 34516.0 | 1468 | 33048.0 | 0.505 | 1330 | 32 | 0.684 | 0.043 | 9/7/2019 |
| 711441333 | Existing Customer | 43 | F | 1 | High School | Divorced | Less than $40K | Silver | 35 | 3 | 2 | 2 | 10514.0 | 1580 | 8934.0 | 0.504 | 1229 | 27 | 0.800 | 0.150 | 9/14/2021 |
| 719808558 | Attrited Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.707 | 886 | 27 | 0.421 | 0.000 | 11/15/2022 |
| 711551958 | Attrited Customer | 59 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.688 | 844 | 24 | 0.500 | 0.000 | 9/11/2022 |
| 809164083 | Existing Customer | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 56 | 2 | 1 | 2 | 2619.0 | 1779 | 840.0 | 1.259 | 1450 | 37 | 0.947 | 0.679 | 3/9/2022 |
| 820596183 | Existing Customer | 58 | M | 2 | College | Married | $120K + | Blue | 53 | 2 | 3 | 0 | 24407.0 | 2395 | 22012.0 | 1.071 | 2311 | 48 | 0.714 | 0.098 | 12/23/2019 |
| 715999608 | Existing Customer | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2377.0 | 1649 | 728.0 | 0.930 | 1378 | 26 | 1.167 | 0.694 | 12/16/2019 |
| 710565408 | Existing Customer | 59 | M | 0 | Unknown | Unknown | $80K - $120K | Silver | 40 | 3 | 2 | 3 | 34516.0 | 1359 | 33157.0 | 1.327 | 1033 | 26 | 1.364 | 0.039 | 12/30/2022 |
| 805543158 | Existing Customer | 52 | M | 3 | Graduate | Married | $120K + | Blue | 47 | 5 | 3 | 3 | 11086.0 | 2207 | 8879.0 | 0.869 | 1523 | 40 | 1.105 | 0.199 | 9/6/2020 |
| 709752183 | Existing Customer | 48 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 11432.0 | 2517 | 8915.0 | 0.615 | 1374 | 37 | 0.762 | 0.220 | 11/14/2019 |
| 716479233 | Existing Customer | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 13258.0 | 1721 | 11537.0 | 0.908 | 1080 | 21 | 1.333 | 0.130 | 6/10/2021 |
| 713837058 | Existing Customer | 48 | M | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2571.0 | 1955 | 616.0 | 0.531 | 1234 | 24 | 0.714 | 0.760 | 12/8/2022 |
| 718876683 | Existing Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 2 | 0 | 5781.0 | 1168 | 4613.0 | 0.638 | 1600 | 32 | 0.455 | 0.202 | 1/4/2022 |
| 770746908 | Existing Customer | 44 | M | 4 | Unknown | Married | $60K - $80K | Blue | 30 | 5 | 1 | 2 | 7872.0 | 2509 | 5363.0 | 0.971 | 1155 | 32 | 0.882 | 0.319 | 10/8/2021 |
| 794843883 | Existing Customer | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 35 | 6 | 1 | 2 | 34516.0 | 1202 | 33314.0 | 0.603 | 1353 | 33 | 0.737 | 0.035 | 2/15/2020 |
| 803043933 | Existing Customer | 44 | F | 3 | Uneducated | Divorced | Less than $40K | Silver | 38 | 4 | 1 | 3 | 11127.0 | 1835 | 9292.0 | 2.368 | 1546 | 25 | 1.273 | 0.165 | 4/2/2021 |
| 758076408 | Existing Customer | 50 | M | 2 | Unknown | Single | $40K - $60K | Blue | 43 | 2 | 1 | 3 | 1857.0 | 1603 | 254.0 | 0.579 | 1590 | 43 | 1.263 | 0.863 | 10/4/2019 |
| 714606558 | Existing Customer | 60 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 1 | 0 | 1913.0 | 1272 | 641.0 | 1.008 | 1448 | 22 | 1.000 | 0.665 | 12/17/2019 |
| 778425408 | Existing Customer | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 24 | 5 | 3 | 0 | 3839.0 | 2295 | 1544.0 | 0.569 | 1271 | 24 | 0.714 | 0.598 | 12/10/2022 |
| 714171108 | Existing Customer | 48 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 39 | 6 | 2 | 3 | 2115.0 | 1141 | 974.0 | 0.616 | 1223 | 20 | 0.538 | 0.539 | 10/1/2020 |
| 719662458 | Existing Customer | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 27 | 5 | 2 | 2 | 1438.3 | 679 | 759.3 | 0.859 | 1117 | 29 | 1.071 | 0.472 | 9/18/2019 |
| 713137233 | Existing Customer | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 28 | 4 | 3 | 0 | 27756.0 | 1789 | 25967.0 | 0.750 | 994 | 24 | 0.846 | 0.064 | 6/10/2021 |
| 769425858 | Existing Customer | 45 | M | 3 | College | Single | $60K - $80K | Blue | 32 | 4 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.810 | 1468 | 26 | 0.625 | 0.000 | 2/8/2021 |
| 711297483 | Existing Customer | 47 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 34 | 6 | 4 | 2 | 13878.0 | 2222 | 11656.0 | 0.853 | 1658 | 38 | 0.357 | 0.160 | 7/13/2021 |
| 788900883 | Existing Customer | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3106.0 | 1304 | 1802.0 | 0.604 | 1368 | 38 | 0.407 | 0.420 | 1/18/2022 |
| 758348808 | Existing Customer | 51 | M | 2 | Graduate | Married | $120K + | Blue | 44 | 4 | 3 | 3 | 34516.0 | 1666 | 32850.0 | 0.613 | 1218 | 18 | 0.800 | 0.048 | 11/16/2019 |
| 772336458 | Attrited Customer | 60 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 50 | 4 | 4 | 3 | 1438.3 | 1025 | 413.3 | 0.838 | 702 | 12 | 0.714 | 0.713 | 6/4/2019 |
| 708711483 | Existing Customer | 57 | M | 2 | Unknown | Married | $80K - $120K | Blue | 46 | 2 | 3 | 0 | 18871.0 | 1740 | 17131.0 | 1.727 | 1516 | 21 | 2.000 | 0.092 | 5/15/2020 |
| 717906783 | Existing Customer | 41 | M | 5 | Graduate | Single | $120K + | Blue | 29 | 5 | 2 | 2 | 5207.0 | 1748 | 3459.0 | 1.073 | 1310 | 26 | 1.000 | 0.336 | 5/2/2021 |
| 719437908 | Existing Customer | 44 | M | 3 | Post-Graduate | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 17965.0 | 1644 | 16321.0 | 0.921 | 1767 | 50 | 0.923 | 0.092 | 5/6/2019 |
| 769433508 | Existing Customer | 43 | M | 1 | College | Single | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 2733.0 | 1819 | 914.0 | 0.767 | 933 | 25 | 0.923 | 0.666 | 11/17/2021 |
| 790096533 | Existing Customer | 55 | M | 2 | College | Married | $60K - $80K | Blue | 48 | 4 | 3 | 2 | 8863.0 | 1301 | 7562.0 | 1.207 | 1512 | 27 | 1.455 | 0.147 | 6/25/2019 |
| 720997383 | Attrited Customer | 52 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 1857.0 | 1833 | 24.0 | 0.723 | 829 | 17 | 0.700 | 0.987 | 9/18/2021 |
| 787541883 | Existing Customer | 44 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 33 | 3 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.483 | 1120 | 27 | 0.350 | 0.000 | 6/21/2022 |
| 709930758 | Existing Customer | 41 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 11107.0 | 1222 | 9885.0 | 0.538 | 1506 | 33 | 0.941 | 0.110 | 10/1/2021 |
| 789830058 | Existing Customer | 44 | M | 4 | Unknown | Single | $80K - $120K | Blue | 34 | 4 | 1 | 2 | 21573.0 | 1585 | 19988.0 | 0.621 | 1384 | 36 | 2.273 | 0.073 | 9/24/2020 |
| 710299608 | Attrited Customer | 53 | F | 2 | Unknown | Married | Less than $40K | Blue | 33 | 2 | 3 | 3 | 2859.0 | 2517 | 342.0 | 0.993 | 817 | 30 | 0.667 | 0.880 | 12/18/2020 |
| 710741208 | Existing Customer | 39 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 5269.0 | 1475 | 3794.0 | 1.148 | 2094 | 25 | 0.667 | 0.280 | 5/25/2022 |
| 821797008 | Attrited Customer | 49 | M | 5 | College | Married | $40K - $60K | Blue | 45 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.734 | 815 | 21 | 0.615 | 0.000 | 4/16/2020 |
| 708874533 | Attrited Customer | 45 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3387.0 | 0 | 3387.0 | 0.789 | 510 | 24 | 0.600 | 0.000 | 7/25/2020 |
| 715341858 | Existing Customer | 54 | M | 2 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 1982.0 | 1289 | 693.0 | 0.939 | 1377 | 49 | 0.690 | 0.650 | 7/15/2021 |
| 793636308 | Existing Customer | 49 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 43 | 2 | 2 | 2 | 4645.0 | 1650 | 2995.0 | 0.912 | 1193 | 33 | 0.650 | 0.355 | 2/18/2019 |
| 713779908 | Existing Customer | 46 | F | 3 | Doctorate | Single | Unknown | Blue | 36 | 6 | 3 | 2 | 2189.0 | 1666 | 523.0 | 0.343 | 1287 | 36 | 0.636 | 0.761 | 3/19/2020 |
| 712125258 | Attrited Customer | 46 | M | 4 | High School | Married | $120K + | Blue | 30 | 3 | 3 | 3 | 2442.0 | 0 | 2442.0 | 0.980 | 701 | 19 | 0.727 | 0.000 | 10/8/2022 |
| 709703433 | Existing Customer | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 21304.0 | 1532 | 19772.0 | 1.018 | 1770 | 25 | 0.923 | 0.072 | 4/28/2019 |
| 721022433 | Existing Customer | 44 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 7577.0 | 2480 | 5097.0 | 0.435 | 1409 | 35 | 0.167 | 0.327 | 12/11/2019 |
| 710103558 | Existing Customer | 50 | M | 3 | Post-Graduate | Single | $120K + | Blue | 31 | 4 | 1 | 2 | 3234.0 | 1486 | 1748.0 | 0.868 | 1354 | 28 | 0.647 | 0.459 | 6/8/2020 |
| 715952883 | Existing Customer | 73 | M | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 4469.0 | 1125 | 3344.0 | 1.363 | 1765 | 34 | 1.615 | 0.252 | 1/10/2021 |
| 719731458 | Existing Customer | 56 | M | 3 | Unknown | Unknown | $40K - $60K | Blue | 46 | 6 | 3 | 4 | 2910.0 | 709 | 2201.0 | 0.538 | 1192 | 27 | 0.588 | 0.244 | 6/10/2019 |
| 772390908 | Attrited Customer | 59 | M | 0 | High School | Single | $40K - $60K | Blue | 48 | 2 | 4 | 3 | 3616.0 | 1054 | 2562.0 | 0.616 | 687 | 17 | 0.545 | 0.291 | 7/30/2020 |
| 787348608 | Existing Customer | 70 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 3 | 2 | 3 | 3252.0 | 1495 | 1757.0 | 0.581 | 1227 | 15 | 0.875 | 0.460 | 10/1/2020 |
| 709485033 | Existing Customer | 55 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2358.0 | 1152 | 1206.0 | 0.969 | 1737 | 26 | 1.600 | 0.489 | 5/26/2021 |
| 715432608 | Existing Customer | 43 | M | 4 | Unknown | Single | $60K - $80K | Blue | 36 | 4 | 1 | 0 | 22322.0 | 953 | 21369.0 | 0.769 | 1348 | 34 | 1.125 | 0.043 | 11/28/2019 |
| 799471833 | Existing Customer | 45 | M | 1 | Uneducated | Single | $120K + | Blue | 39 | 4 | 2 | 2 | 3133.0 | 1510 | 1623.0 | 0.609 | 1435 | 38 | 0.462 | 0.482 | 8/24/2022 |
| 714187533 | Existing Customer | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 0 | 3540.0 | 849 | 2691.0 | 0.456 | 1321 | 28 | 0.750 | 0.240 | 7/1/2019 |
| 779656908 | Existing Customer | 40 | M | 1 | Graduate | Married | $40K - $60K | Blue | 23 | 6 | 3 | 2 | 6990.0 | 1378 | 5612.0 | 0.730 | 1479 | 29 | 0.611 | 0.197 | 5/9/2019 |
| 788950158 | Existing Customer | 36 | M | 2 | College | Unknown | $80K - $120K | Blue | 22 | 2 | 2 | 3 | 34516.0 | 1652 | 32864.0 | 0.854 | 1283 | 39 | 1.294 | 0.048 | 9/6/2020 |
| 778867533 | Attrited Customer | 59 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 40 | 1 | 4 | 1 | 1438.3 | 0 | 1438.3 | 1.038 | 689 | 23 | 0.353 | 0.000 | 8/5/2022 |
| 710620383 | Existing Customer | 43 | M | 4 | Unknown | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 24396.0 | 1171 | 23225.0 | 0.655 | 965 | 17 | 1.125 | 0.048 | 11/1/2020 |
| 778661358 | Existing Customer | 46 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2474.0 | 2143 | 331.0 | 1.530 | 1541 | 40 | 1.000 | 0.866 | 8/4/2021 |
| 789483333 | Existing Customer | 41 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 32 | 5 | 1 | 3 | 5214.0 | 795 | 4419.0 | 0.707 | 1258 | 23 | 1.300 | 0.152 | 8/28/2020 |
| 809855808 | Existing Customer | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 5 | 2 | 2 | 5207.0 | 1650 | 3557.0 | 0.708 | 1339 | 20 | 0.538 | 0.317 | 6/7/2021 |
| 718464258 | Existing Customer | 51 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 25 | 2 | 2 | 2 | 9512.0 | 1082 | 8430.0 | 0.701 | 1007 | 22 | 1.444 | 0.114 | 8/28/2022 |
| 708528483 | Existing Customer | 43 | F | 4 | Graduate | Divorced | Unknown | Blue | 23 | 6 | 3 | 2 | 3187.0 | 2430 | 757.0 | 0.617 | 1387 | 33 | 1.357 | 0.762 | 7/30/2022 |
| 771809733 | Attrited Customer | 64 | F | 0 | High School | Married | $40K - $60K | Blue | 53 | 1 | 3 | 3 | 3353.0 | 0 | 3353.0 | 1.021 | 960 | 18 | 0.385 | 0.000 | 10/25/2019 |
| 719942883 | Existing Customer | 54 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 3 | 3 | 3 | 2290.0 | 1434 | 856.0 | 0.923 | 1119 | 18 | 3.500 | 0.626 | 6/22/2020 |
| 807226683 | Existing Customer | 48 | M | 3 | Unknown | Single | $40K - $60K | Blue | 43 | 6 | 1 | 3 | 5279.0 | 1115 | 4164.0 | 0.549 | 1642 | 41 | 0.519 | 0.211 | 5/29/2019 |
| 717806133 | Existing Customer | 40 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 29 | 5 | 3 | 0 | 23603.0 | 0 | 23603.0 | 0.795 | 1382 | 31 | 1.067 | 0.000 | 12/9/2020 |
| 720615708 | Existing Customer | 57 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 45 | 6 | 2 | 2 | 2601.0 | 0 | 2601.0 | 0.814 | 1232 | 32 | 0.684 | 0.000 | 2/5/2021 |
| 714511758 | Existing Customer | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 40 | 4 | 3 | 0 | 6363.0 | 1029 | 5334.0 | 0.838 | 1542 | 16 | 1.286 | 0.162 | 2/23/2019 |
| 715050408 | Existing Customer | 41 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 8029.0 | 1576 | 6453.0 | 0.826 | 1094 | 32 | 0.524 | 0.196 | 7/20/2019 |
| 721132233 | Existing Customer | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 2410.0 | 1769 | 641.0 | 0.759 | 1217 | 30 | 1.143 | 0.734 | 4/28/2020 |
| 719211558 | Attrited Customer | 45 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 3401.0 | 0 | 3401.0 | 0.898 | 744 | 18 | 1.000 | 0.000 | 1/22/2021 |
| 712069008 | Existing Customer | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 23 | 4 | 2 | 0 | 2260.0 | 1007 | 1253.0 | 0.840 | 1614 | 33 | 0.737 | 0.446 | 6/12/2021 |
| 715996983 | Existing Customer | 47 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 17682.0 | 2481 | 15201.0 | 1.302 | 1747 | 31 | 1.214 | 0.140 | 7/14/2022 |
| 773466258 | Existing Customer | 48 | F | 4 | High School | Married | $40K - $60K | Blue | 42 | 3 | 1 | 3 | 4206.0 | 1100 | 3106.0 | 0.587 | 1144 | 22 | 1.000 | 0.262 | 5/17/2019 |
| 798983508 | Existing Customer | 43 | M | 1 | Graduate | Single | $80K - $120K | Silver | 37 | 4 | 3 | 2 | 34516.0 | 1440 | 33076.0 | 1.117 | 1575 | 34 | 2.400 | 0.042 | 12/8/2022 |
| 719117433 | Existing Customer | 41 | M | 4 | High School | Unknown | $80K - $120K | Blue | 36 | 4 | 3 | 0 | 23018.0 | 2168 | 20850.0 | 0.859 | 1463 | 24 | 1.667 | 0.094 | 12/11/2020 |
| 716451183 | Existing Customer | 54 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 44 | 5 | 2 | 3 | 5556.0 | 1711 | 3845.0 | 1.434 | 1706 | 21 | 1.625 | 0.308 | 4/16/2019 |
| 718621608 | Attrited Customer | 54 | F | 2 | High School | Married | Unknown | Blue | 44 | 3 | 3 | 1 | 6094.0 | 0 | 6094.0 | 1.129 | 909 | 14 | 0.273 | 0.000 | 3/2/2022 |
| 715085733 | Existing Customer | 61 | M | 0 | Graduate | Married | $40K - $60K | Blue | 52 | 3 | 1 | 2 | 2939.0 | 1999 | 940.0 | 2.145 | 2434 | 33 | 1.538 | 0.680 | 12/17/2022 |
| 788977833 | Existing Customer | 61 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 48 | 2 | 1 | 0 | 5362.0 | 1274 | 4088.0 | 1.015 | 1876 | 41 | 0.783 | 0.238 | 4/15/2022 |
| 720272958 | Attrited Customer | 48 | M | 2 | High School | Married | $120K + | Blue | 36 | 3 | 3 | 3 | 27126.0 | 0 | 27126.0 | 0.953 | 1000 | 25 | 0.786 | 0.000 | 2/27/2020 |
| 708421833 | Existing Customer | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3342.0 | 2517 | 825.0 | 0.771 | 1139 | 30 | 0.765 | 0.753 | 1/9/2020 |
| 709173108 | Attrited Customer | 54 | F | 4 | Graduate | Married | Unknown | Blue | 40 | 6 | 2 | 2 | 2532.0 | 2221 | 311.0 | 0.491 | 799 | 21 | 0.235 | 0.877 | 2/18/2019 |
| 709879458 | Existing Customer | 54 | F | 3 | Doctorate | Married | Unknown | Blue | 46 | 2 | 2 | 3 | 1900.0 | 1376 | 524.0 | 0.890 | 1881 | 45 | 0.607 | 0.724 | 7/24/2019 |
| 715120608 | Existing Customer | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 2 | 14546.0 | 1703 | 12843.0 | 0.955 | 1273 | 27 | 0.588 | 0.117 | 1/3/2020 |
| 770632758 | Existing Customer | 50 | F | 4 | Doctorate | Single | Unknown | Blue | 36 | 2 | 3 | 2 | 2521.0 | 1608 | 913.0 | 0.587 | 1328 | 33 | 0.571 | 0.638 | 2/16/2019 |
| 779078733 | Existing Customer | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 4 | 3 | 16427.0 | 1682 | 14745.0 | 0.631 | 1579 | 36 | 1.118 | 0.102 | 7/5/2020 |
| 771742533 | Existing Customer | 48 | M | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 13068.0 | 1718 | 11350.0 | 0.607 | 937 | 28 | 0.556 | 0.131 | 8/18/2020 |
| 720250158 | Existing Customer | 45 | M | 2 | College | Single | $60K - $80K | Blue | 33 | 6 | 3 | 0 | 23218.0 | 1814 | 21404.0 | 1.178 | 1749 | 37 | 2.083 | 0.078 | 7/14/2020 |
| 716458983 | Existing Customer | 60 | M | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3281.0 | 837 | 2444.0 | 1.859 | 1424 | 29 | 1.417 | 0.255 | 6/7/2019 |
| 713747733 | Existing Customer | 55 | M | 2 | High School | Married | $40K - $60K | Blue | 47 | 5 | 3 | 2 | 3096.0 | 2217 | 879.0 | 0.799 | 2011 | 41 | 0.783 | 0.716 | 7/17/2022 |
| 712270158 | Existing Customer | 62 | F | 0 | High School | Married | $40K - $60K | Blue | 52 | 5 | 2 | 3 | 2052.0 | 1250 | 802.0 | 0.728 | 1208 | 31 | 0.632 | 0.609 | 6/10/2021 |
| 789562383 | Existing Customer | 38 | F | 1 | High School | Unknown | Less than $40K | Blue | 30 | 2 | 3 | 0 | 1438.3 | 583 | 855.3 | 0.888 | 1259 | 24 | 1.000 | 0.405 | 8/17/2021 |
| 754897008 | Existing Customer | 46 | M | 3 | High School | Single | $40K - $60K | Blue | 39 | 2 | 3 | 2 | 9432.0 | 1418 | 8014.0 | 0.612 | 1319 | 26 | 0.368 | 0.150 | 2/12/2021 |
| 819700533 | Existing Customer | 50 | M | 0 | High School | Single | $120K + | Silver | 45 | 5 | 2 | 3 | 14938.0 | 2303 | 12635.0 | 0.804 | 949 | 27 | 2.000 | 0.154 | 1/23/2020 |
| 712890408 | Existing Customer | 45 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 2221.0 | 1343 | 878.0 | 0.869 | 1338 | 30 | 1.308 | 0.605 | 12/15/2020 |
| 720248208 | Existing Customer | 47 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 37 | 6 | 3 | 0 | 5731.0 | 1577 | 4154.0 | 0.657 | 1554 | 26 | 0.444 | 0.275 | 6/11/2020 |
| 779749908 | Existing Customer | 48 | M | 4 | College | Married | $60K - $80K | Gold | 33 | 2 | 2 | 3 | 34516.0 | 2061 | 32455.0 | 0.722 | 1350 | 32 | 0.455 | 0.060 | 11/17/2021 |
| 717401883 | Existing Customer | 35 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 22 | 5 | 2 | 2 | 6985.0 | 1130 | 5855.0 | 0.963 | 1694 | 44 | 0.760 | 0.162 | 3/15/2022 |
| 721509558 | Existing Customer | 51 | M | 2 | Graduate | Married | $120K + | Blue | 42 | 3 | 3 | 0 | 24221.0 | 1707 | 22514.0 | 0.816 | 1678 | 40 | 0.538 | 0.070 | 3/6/2022 |
| 710572458 | Existing Customer | 36 | F | 3 | High School | Married | Unknown | Blue | 24 | 4 | 1 | 1 | 15439.0 | 0 | 15439.0 | 0.742 | 2069 | 43 | 0.536 | 0.000 | 6/10/2019 |
| 714576183 | Existing Customer | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 21637.0 | 2030 | 19607.0 | 0.776 | 1222 | 23 | 0.438 | 0.094 | 9/20/2020 |
| 721425558 | Existing Customer | 52 | M | 2 | Graduate | Single | $120K + | Blue | 37 | 2 | 3 | 2 | 14543.0 | 0 | 14543.0 | 0.788 | 1536 | 37 | 0.423 | 0.000 | 6/2/2021 |
| 711109908 | Existing Customer | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 9684.0 | 2475 | 7209.0 | 0.697 | 1400 | 31 | 2.100 | 0.256 | 8/12/2021 |
| 715203108 | Existing Customer | 63 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 5007.0 | 930 | 4077.0 | 0.885 | 1050 | 28 | 1.154 | 0.186 | 12/7/2021 |
| 710027508 | Existing Customer | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 54 | 3 | 2 | 0 | 1616.0 | 1047 | 569.0 | 0.984 | 1389 | 33 | 1.200 | 0.648 | 8/23/2021 |
| 787464408 | Existing Customer | 53 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 5 | 2 | 2 | 19116.0 | 0 | 19116.0 | 0.656 | 1184 | 29 | 0.611 | 0.000 | 4/25/2020 |
| 783542133 | Existing Customer | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 5 | 6 | 2 | 2759.0 | 2223 | 536.0 | 1.320 | 2093 | 42 | 1.000 | 0.806 | 10/21/2019 |
| 708330858 | Attrited Customer | 57 | M | 3 | Graduate | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8249.0 | 1381 | 6868.0 | 0.798 | 678 | 11 | 0.833 | 0.167 | 6/10/2021 |
| 714426783 | Existing Customer | 38 | F | 2 | Graduate | Single | Unknown | Blue | 31 | 2 | 3 | 2 | 14041.0 | 2154 | 11887.0 | 1.084 | 1467 | 29 | 1.417 | 0.153 | 12/12/2019 |
| 712701333 | Existing Customer | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 5264.0 | 2169 | 3095.0 | 0.374 | 1219 | 27 | 0.500 | 0.412 | 1/20/2021 |
| 709494483 | Existing Customer | 63 | F | 0 | Unknown | Married | Less than $40K | Blue | 54 | 4 | 2 | 1 | 2420.0 | 1912 | 508.0 | 1.256 | 1730 | 36 | 0.565 | 0.790 | 10/30/2020 |
| 773373108 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 4 | 2 | 0 | 2826.0 | 2070 | 756.0 | 0.541 | 1025 | 28 | 0.647 | 0.732 | 11/22/2020 |
| 715812258 | Existing Customer | 45 | M | 2 | High School | Married | $80K - $120K | Blue | 34 | 5 | 5 | 2 | 12518.0 | 1539 | 10979.0 | 0.645 | 1165 | 33 | 0.833 | 0.123 | 6/3/2022 |
| 778286433 | Existing Customer | 67 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 1 | 5876.0 | 1297 | 4579.0 | 1.012 | 2133 | 55 | 0.719 | 0.221 | 4/26/2019 |
| 789270033 | Existing Customer | 48 | M | 3 | Graduate | Single | $80K - $120K | Silver | 37 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.448 | 1122 | 13 | 0.182 | 0.000 | 5/19/2020 |
| 711569433 | Existing Customer | 51 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 38 | 4 | 1 | 2 | 9648.0 | 1926 | 7722.0 | 0.549 | 1083 | 22 | 1.750 | 0.200 | 8/6/2022 |
| 720214833 | Existing Customer | 52 | M | 2 | High School | Single | $80K - $120K | Silver | 40 | 3 | 3 | 3 | 34516.0 | 2177 | 32339.0 | 1.320 | 1234 | 23 | 1.875 | 0.063 | 5/16/2019 |
| 709346133 | Existing Customer | 55 | F | 2 | Uneducated | Married | Unknown | Blue | 35 | 3 | 3 | 0 | 3025.0 | 2376 | 649.0 | 1.252 | 1277 | 23 | 1.875 | 0.785 | 6/24/2021 |
| 788194458 | Existing Customer | 34 | M | 3 | High School | Married | $60K - $80K | Blue | 26 | 4 | 3 | 3 | 3265.0 | 2517 | 748.0 | 0.952 | 1843 | 35 | 0.944 | 0.771 | 9/26/2022 |
| 720779733 | Existing Customer | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 6041.0 | 1355 | 4686.0 | 0.685 | 1747 | 49 | 0.581 | 0.224 | 6/5/2019 |
| 717424458 | Existing Customer | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2293.0 | 1823 | 470.0 | 0.617 | 1166 | 22 | 1.444 | 0.795 | 3/15/2020 |
| 708820308 | Existing Customer | 47 | M | 3 | Post-Graduate | Unknown | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 13399.0 | 2505 | 10894.0 | 0.627 | 1326 | 31 | 0.824 | 0.187 | 2/25/2021 |
| 710558058 | Existing Customer | 46 | F | 3 | Unknown | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4317.0 | 2517 | 1800.0 | 0.944 | 1619 | 36 | 1.000 | 0.583 | 1/26/2019 |
| 770590758 | Existing Customer | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 2 | 0 | 3378.0 | 1069 | 2309.0 | 0.581 | 1285 | 16 | 0.333 | 0.316 | 9/6/2019 |
| 718490658 | Existing Customer | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 5012.0 | 2242 | 2770.0 | 0.816 | 1142 | 28 | 1.000 | 0.447 | 9/30/2019 |
| 711985833 | Existing Customer | 38 | F | 4 | Uneducated | Single | Less than $40K | Blue | 30 | 4 | 1 | 0 | 2569.0 | 1605 | 964.0 | 0.574 | 1190 | 46 | 0.643 | 0.625 | 5/24/2019 |
| 708967608 | Existing Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 1 | 2 | 3471.0 | 1785 | 1686.0 | 1.051 | 1052 | 24 | 0.714 | 0.514 | 9/29/2021 |
| 718505958 | Existing Customer | 43 | M | 5 | Graduate | Divorced | $120K + | Silver | 31 | 5 | 3 | 3 | 34516.0 | 1699 | 32817.0 | 0.771 | 1628 | 38 | 0.727 | 0.049 | 9/25/2020 |
| 715024233 | Existing Customer | 53 | M | 1 | High School | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 3312.0 | 1844 | 1468.0 | 0.986 | 1740 | 32 | 0.882 | 0.557 | 2/27/2019 |
| 779249583 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 2578.0 | 2462 | 116.0 | 1.707 | 1378 | 29 | 0.812 | 0.955 | 7/1/2019 |
| 709278258 | Attrited Customer | 54 | M | 2 | Unknown | Married | $40K - $60K | Blue | 44 | 4 | 3 | 2 | 2902.0 | 2517 | 385.0 | 0.821 | 996 | 26 | 0.444 | 0.867 | 4/28/2020 |
| 778928283 | Existing Customer | 57 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 3 | 2 | 1 | 2742.0 | 2321 | 421.0 | 1.315 | 1389 | 32 | 0.600 | 0.846 | 7/17/2020 |
| 712299858 | Existing Customer | 62 | M | 1 | High School | Married | Less than $40K | Blue | 53 | 5 | 3 | 3 | 2077.0 | 1571 | 506.0 | 1.031 | 1365 | 38 | 1.000 | 0.756 | 7/2/2022 |
| 799224108 | Existing Customer | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 5 | 1 | 2 | 6265.0 | 1942 | 4323.0 | 1.027 | 1715 | 43 | 0.870 | 0.310 | 3/10/2019 |
| 809976033 | Existing Customer | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 44 | 6 | 3 | 0 | 7819.0 | 1560 | 6259.0 | 0.827 | 1582 | 25 | 0.786 | 0.200 | 11/24/2020 |
| 716203308 | Existing Customer | 52 | M | 3 | Graduate | Single | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 2731.0 | 1692 | 1039.0 | 0.620 | 1220 | 22 | 0.692 | 0.620 | 7/11/2020 |
| 714871683 | Attrited Customer | 58 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 4 | 3 | 1438.3 | 537 | 901.3 | 0.819 | 715 | 13 | 0.182 | 0.373 | 10/24/2020 |
| 716139933 | Existing Customer | 54 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 16286.0 | 1710 | 14576.0 | 1.223 | 2552 | 49 | 1.227 | 0.105 | 10/10/2019 |
| 716984658 | Existing Customer | 49 | M | 1 | Graduate | Married | $120K + | Blue | 39 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.507 | 1106 | 31 | 0.938 | 0.000 | 11/21/2022 |
| 713086008 | Existing Customer | 58 | F | 3 | High School | Married | Less than $40K | Blue | 47 | 6 | 1 | 0 | 2609.0 | 2439 | 170.0 | 1.269 | 1731 | 34 | 1.833 | 0.935 | 8/12/2019 |
| 713773458 | Existing Customer | 52 | M | 2 | High School | Single | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 7567.0 | 1173 | 6394.0 | 0.541 | 1435 | 32 | 0.600 | 0.155 | 7/29/2021 |
| 719242533 | Existing Customer | 41 | M | 5 | High School | Married | $60K - $80K | Blue | 33 | 5 | 3 | 3 | 22770.0 | 2517 | 20253.0 | 0.994 | 1882 | 38 | 0.652 | 0.111 | 8/13/2022 |
| 772712658 | Existing Customer | 62 | F | 0 | Uneducated | Married | Less than $40K | Blue | 50 | 5 | 1 | 2 | 3791.0 | 1648 | 2143.0 | 1.227 | 2058 | 34 | 0.789 | 0.435 | 1/17/2019 |
| 788868858 | Existing Customer | 54 | M | 2 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 4 | 2 | 2702.0 | 2517 | 185.0 | 1.019 | 1658 | 32 | 1.462 | 0.932 | 12/21/2020 |
| 811898133 | Existing Customer | 40 | F | 3 | High School | Divorced | Less than $40K | Blue | 35 | 3 | 1 | 3 | 2555.0 | 2117 | 438.0 | 1.049 | 1334 | 32 | 0.600 | 0.829 | 3/28/2021 |
| 788808633 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 5 | 3 | 2 | 2355.0 | 1090 | 1265.0 | 0.751 | 1441 | 29 | 0.812 | 0.463 | 8/13/2021 |
| 779804208 | Existing Customer | 53 | F | 2 | Graduate | Single | $40K - $60K | Blue | 42 | 6 | 2 | 0 | 5332.0 | 0 | 5332.0 | 0.939 | 1371 | 39 | 1.167 | 0.000 | 11/18/2022 |
| 781391058 | Existing Customer | 55 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 49 | 6 | 3 | 2 | 1443.0 | 1375 | 68.0 | 0.683 | 1991 | 38 | 0.583 | 0.953 | 9/27/2020 |
| 790134408 | Existing Customer | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 39 | 6 | 2 | 3 | 10741.0 | 755 | 9986.0 | 1.166 | 1278 | 22 | 1.444 | 0.070 | 9/20/2021 |
| 788853258 | Existing Customer | 41 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 25 | 3 | 2 | 0 | 7984.0 | 1503 | 6481.0 | 0.797 | 1734 | 39 | 1.167 | 0.188 | 7/18/2021 |
| 711857733 | Existing Customer | 49 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 18584.0 | 2517 | 16067.0 | 0.703 | 1330 | 34 | 1.125 | 0.135 | 3/8/2022 |
| 822969858 | Existing Customer | 61 | F | 0 | Graduate | Married | Unknown | Blue | 56 | 4 | 1 | 3 | 5585.0 | 1465 | 4120.0 | 1.503 | 1787 | 31 | 0.722 | 0.262 | 1/18/2020 |
| 719554758 | Existing Customer | 46 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 34516.0 | 2165 | 32351.0 | 0.837 | 1672 | 32 | 0.524 | 0.063 | 8/25/2021 |
| 711643458 | Existing Customer | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1438.3 | 0 | 1438.3 | 1.068 | 1439 | 41 | 1.050 | 0.000 | 8/13/2021 |
| 788830683 | Existing Customer | 40 | M | 2 | Graduate | Single | $80K - $120K | Blue | 24 | 5 | 1 | 0 | 2478.0 | 2031 | 447.0 | 1.284 | 1558 | 31 | 0.938 | 0.820 | 8/2/2021 |
| 807030858 | Existing Customer | 51 | M | 4 | High School | Single | $120K + | Blue | 46 | 6 | 3 | 3 | 34516.0 | 2274 | 32242.0 | 0.788 | 1795 | 47 | 0.679 | 0.066 | 4/16/2019 |
| 793059108 | Existing Customer | 50 | F | 2 | Graduate | Married | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 2339.0 | 1440 | 899.0 | 0.431 | 893 | 22 | 0.375 | 0.616 | 1/8/2019 |
| 716568708 | Existing Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2726.0 | 0 | 2726.0 | 0.844 | 1099 | 27 | 0.588 | 0.000 | 10/23/2019 |
| 828281733 | Existing Customer | 43 | M | 4 | Unknown | Married | $120K + | Blue | 39 | 3 | 3 | 3 | 14881.0 | 848 | 14033.0 | 0.762 | 1408 | 23 | 1.091 | 0.057 | 8/4/2022 |
| 717229158 | Existing Customer | 36 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 1628.0 | 969 | 659.0 | 0.999 | 1893 | 15 | 2.750 | 0.595 | 11/14/2021 |
| 715915458 | Existing Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 2 | 2 | 3156.0 | 1644 | 1512.0 | 1.052 | 1151 | 31 | 1.385 | 0.521 | 10/7/2020 |
| 819129858 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 3 | 0 | 4745.0 | 1270 | 3475.0 | 0.930 | 1519 | 31 | 0.938 | 0.268 | 4/17/2021 |
| 713441958 | Existing Customer | 46 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 2 | 19727.0 | 1785 | 17942.0 | 0.572 | 1245 | 25 | 0.786 | 0.090 | 1/21/2019 |
| 719091333 | Existing Customer | 52 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 22720.0 | 793 | 21927.0 | 0.685 | 1102 | 27 | 0.286 | 0.035 | 8/31/2019 |
| 708666258 | Existing Customer | 43 | M | 4 | Unknown | Married | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 8129.0 | 1799 | 6330.0 | 0.566 | 1402 | 33 | 0.737 | 0.221 | 12/8/2019 |
| 714914583 | Existing Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 2 | 3 | 3751.0 | 1521 | 2230.0 | 0.974 | 1060 | 30 | 1.308 | 0.405 | 12/11/2019 |
| 714363858 | Existing Customer | 54 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 3 | 5 | 3 | 1594.0 | 1411 | 183.0 | 0.817 | 1459 | 35 | 1.188 | 0.885 | 8/29/2020 |
| 721347408 | Existing Customer | 55 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 4 | 2 | 0 | 2569.0 | 1403 | 1166.0 | 0.886 | 1456 | 39 | 0.444 | 0.546 | 9/22/2019 |
| 809608533 | Existing Customer | 49 | F | 4 | Post-Graduate | Single | Unknown | Blue | 44 | 6 | 3 | 2 | 18206.0 | 1586 | 16620.0 | 0.921 | 1439 | 48 | 1.000 | 0.087 | 7/20/2021 |
| 772047183 | Existing Customer | 45 | M | 4 | High School | Married | $40K - $60K | Blue | 34 | 6 | 3 | 3 | 3104.0 | 1766 | 1338.0 | 0.828 | 1353 | 24 | 1.182 | 0.569 | 1/25/2022 |
| 714217908 | Existing Customer | 49 | M | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 2406.0 | 1560 | 846.0 | 0.751 | 1173 | 32 | 0.391 | 0.648 | 1/17/2020 |
| 714819183 | Existing Customer | 63 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 24571.0 | 1955 | 22616.0 | 1.174 | 1746 | 28 | 1.000 | 0.080 | 8/16/2020 |
| 716455683 | Existing Customer | 40 | F | 3 | High School | Single | Less than $40K | Gold | 36 | 3 | 2 | 3 | 15534.0 | 726 | 14808.0 | 0.556 | 1279 | 28 | 0.867 | 0.047 | 1/15/2020 |
| 710865633 | Existing Customer | 41 | F | 2 | Graduate | Married | Less than $40K | Silver | 33 | 4 | 2 | 0 | 12301.0 | 2250 | 10051.0 | 0.484 | 1307 | 29 | 0.261 | 0.183 | 7/19/2022 |
| 752952108 | Existing Customer | 37 | M | 4 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 2846.0 | 1818 | 1028.0 | 0.711 | 1473 | 37 | 1.176 | 0.639 | 12/4/2020 |
| 712595433 | Existing Customer | 58 | M | 2 | Uneducated | Unknown | $120K + | Blue | 49 | 6 | 2 | 3 | 9788.0 | 1794 | 7994.0 | 0.778 | 1805 | 37 | 0.762 | 0.183 | 4/25/2021 |
| 714982383 | Existing Customer | 55 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 7231.0 | 2381 | 4850.0 | 0.996 | 1421 | 23 | 1.300 | 0.329 | 10/24/2020 |
| 813814008 | Existing Customer | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 6 | 3 | 2 | 2324.0 | 1576 | 748.0 | 0.728 | 1272 | 37 | 1.312 | 0.678 | 3/20/2022 |
| 794545983 | Existing Customer | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 2 | 3 | 12208.0 | 1980 | 10228.0 | 0.616 | 1409 | 34 | 0.619 | 0.162 | 11/8/2019 |
| 708288108 | Attrited Customer | 43 | M | 4 | Post-Graduate | Unknown | $80K - $120K | Blue | 30 | 2 | 5 | 3 | 5639.0 | 1547 | 4092.0 | 1.087 | 647 | 15 | 0.364 | 0.274 | 1/3/2021 |
| 715585158 | Existing Customer | 58 | M | 1 | Graduate | Married | $60K - $80K | Blue | 46 | 3 | 3 | 2 | 10021.0 | 1617 | 8404.0 | 0.578 | 1275 | 25 | 0.667 | 0.161 | 9/3/2019 |
| 810449883 | Existing Customer | 64 | M | 0 | Unknown | Married | Less than $40K | Blue | 56 | 6 | 1 | 0 | 2215.0 | 1915 | 300.0 | 0.794 | 1270 | 27 | 0.588 | 0.865 | 4/12/2022 |
| 789863208 | Existing Customer | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2027.0 | 1480 | 547.0 | 0.979 | 1702 | 37 | 0.947 | 0.730 | 10/6/2022 |
| 715022133 | Existing Customer | 53 | M | 2 | Graduate | Married | $60K - $80K | Blue | 47 | 6 | 2 | 2 | 6363.0 | 1162 | 5201.0 | 0.644 | 1256 | 26 | 1.000 | 0.183 | 7/4/2022 |
| 712506708 | Existing Customer | 39 | F | 3 | College | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 3920.0 | 2008 | 1912.0 | 0.944 | 3178 | 53 | 0.656 | 0.512 | 11/11/2020 |
| 715699983 | Existing Customer | 56 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 9226.0 | 1233 | 7993.0 | 1.521 | 1626 | 29 | 1.636 | 0.134 | 9/12/2019 |
| 818942433 | Existing Customer | 54 | F | 4 | Unknown | Divorced | Less than $40K | Blue | 49 | 6 | 1 | 1 | 9376.0 | 1288 | 8088.0 | 0.597 | 1562 | 33 | 0.500 | 0.137 | 5/8/2021 |
| 712459233 | Existing Customer | 59 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 46 | 5 | 3 | 3 | 1944.0 | 1346 | 598.0 | 1.052 | 1960 | 57 | 0.727 | 0.692 | 12/24/2019 |
| 716545383 | Existing Customer | 42 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 1 | 0 | 9599.0 | 1554 | 8045.0 | 1.087 | 1154 | 38 | 1.235 | 0.162 | 4/29/2021 |
| 721144383 | Existing Customer | 42 | M | 4 | Graduate | Married | $60K - $80K | Silver | 28 | 5 | 1 | 2 | 28202.0 | 843 | 27359.0 | 0.637 | 1629 | 38 | 0.727 | 0.030 | 2/22/2022 |
| 821837958 | Existing Customer | 43 | M | 3 | College | Unknown | $80K - $120K | Blue | 39 | 3 | 3 | 1 | 24850.0 | 1662 | 23188.0 | 0.693 | 1226 | 25 | 0.923 | 0.067 | 6/10/2021 |
| 804359133 | Existing Customer | 55 | M | 0 | High School | Married | $120K + | Blue | 49 | 5 | 3 | 3 | 3805.0 | 2233 | 1572.0 | 1.095 | 1743 | 27 | 0.929 | 0.587 | 5/23/2019 |
| 713308683 | Existing Customer | 52 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 37 | 5 | 2 | 2 | 2733.0 | 1306 | 1427.0 | 0.791 | 1139 | 39 | 0.444 | 0.478 | 8/4/2022 |
| 788780958 | Existing Customer | 46 | M | 1 | Uneducated | Unknown | $40K - $60K | Blue | 27 | 6 | 3 | 3 | 12781.0 | 1253 | 11528.0 | 0.638 | 1073 | 21 | 0.400 | 0.098 | 2/7/2021 |
| 717354558 | Attrited Customer | 57 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 3 | 3 | 3106.0 | 1120 | 1986.0 | 1.045 | 683 | 17 | 0.700 | 0.361 | 5/11/2021 |
| 798473808 | Existing Customer | 48 | M | 3 | College | Married | $80K - $120K | Blue | 42 | 3 | 3 | 0 | 7477.0 | 0 | 7477.0 | 0.511 | 1159 | 32 | 0.684 | 0.000 | 7/21/2021 |
| 712372158 | Existing Customer | 45 | M | 4 | Unknown | Married | $120K + | Blue | 33 | 6 | 1 | 3 | 34516.0 | 2086 | 32430.0 | 0.986 | 1859 | 47 | 0.958 | 0.060 | 5/23/2021 |
| 715192308 | Existing Customer | 48 | M | 2 | High School | Married | $120K + | Blue | 36 | 6 | 5 | 2 | 29963.0 | 2094 | 27869.0 | 0.648 | 1205 | 28 | 0.867 | 0.070 | 4/20/2022 |
| 708813033 | Existing Customer | 47 | M | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 6509.0 | 2033 | 4476.0 | 0.830 | 1409 | 37 | 0.370 | 0.312 | 7/12/2020 |
| 714639783 | Attrited Customer | 42 | M | 3 | College | Married | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 13450.0 | 0 | 13450.0 | 0.742 | 1000 | 18 | 0.059 | 0.000 | 8/11/2021 |
| 709311633 | Existing Customer | 41 | M | 2 | Graduate | Unknown | $60K - $80K | Silver | 36 | 6 | 2 | 0 | 27000.0 | 0 | 27000.0 | 0.610 | 1209 | 39 | 0.300 | 0.000 | 10/23/2019 |
| 709470858 | Existing Customer | 51 | M | 4 | College | Married | $120K + | Silver | 31 | 5 | 2 | 1 | 34516.0 | 1254 | 33262.0 | 0.869 | 1366 | 25 | 0.786 | 0.036 | 9/9/2022 |
| 717292758 | Existing Customer | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 47 | 5 | 3 | 2 | 6347.0 | 0 | 6347.0 | 0.466 | 1161 | 44 | 0.375 | 0.000 | 8/4/2020 |
| 779241783 | Existing Customer | 67 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 49 | 4 | 3 | 2 | 3106.0 | 1675 | 1431.0 | 0.781 | 1512 | 38 | 0.407 | 0.539 | 6/27/2019 |
| 715205358 | Existing Customer | 39 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 4 | 1 | 1 | 2536.0 | 913 | 1623.0 | 1.059 | 1750 | 35 | 1.333 | 0.360 | 9/3/2019 |
| 778871508 | Existing Customer | 54 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 35 | 6 | 3 | 0 | 13048.0 | 1954 | 11094.0 | 1.139 | 1170 | 24 | 0.846 | 0.150 | 8/2/2021 |
| 779462433 | Existing Customer | 55 | F | 2 | Unknown | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 2453.0 | 968 | 1485.0 | 1.081 | 2218 | 50 | 0.613 | 0.395 | 11/24/2020 |
| 710147958 | Existing Customer | 47 | M | 3 | High School | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 16138.0 | 1249 | 14889.0 | 1.010 | 1198 | 33 | 0.833 | 0.077 | 12/12/2020 |
| 709864833 | Existing Customer | 49 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 38 | 3 | 2 | 0 | 8077.0 | 1965 | 6112.0 | 0.637 | 1329 | 26 | 0.444 | 0.243 | 7/20/2021 |
| 778868958 | Attrited Customer | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 3 | 3 | 3 | 1929.0 | 1673 | 256.0 | 0.835 | 857 | 36 | 1.118 | 0.867 | 12/14/2022 |
| 717276708 | Existing Customer | 57 | M | 2 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 3127.0 | 2517 | 610.0 | 0.589 | 1470 | 30 | 1.143 | 0.805 | 5/28/2019 |
| 710004933 | Existing Customer | 44 | M | 5 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 8645.0 | 1454 | 7191.0 | 0.708 | 1435 | 25 | 1.778 | 0.168 | 1/11/2022 |
| 753606108 | Existing Customer | 56 | M | 3 | Unknown | Single | $60K - $80K | Blue | 49 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.503 | 1093 | 22 | 0.833 | 0.000 | 2/28/2021 |
| 710940183 | Attrited Customer | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 2185.0 | 0 | 2185.0 | 0.727 | 715 | 20 | 0.818 | 0.000 | 9/18/2022 |
| 718927533 | Existing Customer | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 32 | 5 | 2 | 2 | 24487.0 | 2517 | 21970.0 | 0.912 | 1512 | 42 | 0.909 | 0.103 | 11/17/2022 |
| 719337408 | Existing Customer | 63 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 2567.0 | 0 | 2567.0 | 1.636 | 2399 | 43 | 0.955 | 0.000 | 9/7/2022 |
| 772308408 | Existing Customer | 44 | M | 3 | Graduate | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 4131.0 | 785 | 3346.0 | 0.543 | 906 | 22 | 1.200 | 0.190 | 4/2/2022 |
| 712981383 | Existing Customer | 44 | F | 4 | College | Married | Less than $40K | Silver | 37 | 3 | 2 | 2 | 10790.0 | 1930 | 8860.0 | 0.750 | 1052 | 16 | 1.286 | 0.179 | 2/3/2021 |
| 790099758 | Existing Customer | 40 | M | 3 | High School | Married | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 6884.0 | 1001 | 5883.0 | 0.786 | 975 | 11 | 0.833 | 0.145 | 5/15/2020 |
| 709547658 | Attrited Customer | 39 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 13961.0 | 1299 | 12662.0 | 0.842 | 783 | 20 | 0.667 | 0.093 | 5/1/2021 |
| 778770783 | Existing Customer | 42 | M | 4 | High School | Married | $80K - $120K | Blue | 30 | 6 | 1 | 0 | 29801.0 | 1916 | 27885.0 | 0.781 | 990 | 21 | 0.909 | 0.064 | 8/11/2020 |
| 713134458 | Existing Customer | 54 | M | 3 | High School | Married | $120K + | Blue | 43 | 4 | 1 | 1 | 13219.0 | 0 | 13219.0 | 0.576 | 1097 | 24 | 0.500 | 0.000 | 5/7/2021 |
| 712159083 | Attrited Customer | 58 | F | 4 | Unknown | Married | Less than $40K | Blue | 46 | 2 | 3 | 3 | 2536.0 | 0 | 2536.0 | 0.917 | 901 | 35 | 0.522 | 0.000 | 3/5/2020 |
| 713639958 | Existing Customer | 46 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 1 | 9478.0 | 820 | 8658.0 | 0.640 | 1327 | 41 | 0.864 | 0.087 | 3/27/2019 |
| 771180033 | Existing Customer | 47 | F | 4 | Unknown | Divorced | $40K - $60K | Blue | 34 | 6 | 1 | 2 | 3502.0 | 1851 | 1651.0 | 2.023 | 1814 | 31 | 0.722 | 0.529 | 8/28/2020 |
| 717916758 | Existing Customer | 67 | F | 0 | Unknown | Married | Unknown | Blue | 56 | 4 | 3 | 3 | 10509.0 | 2388 | 8121.0 | 0.777 | 1365 | 34 | 1.429 | 0.227 | 12/31/2021 |
| 711089733 | Existing Customer | 50 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 0 | 1491.0 | 0 | 1491.0 | 0.876 | 1058 | 34 | 0.889 | 0.000 | 12/26/2020 |
| 716988633 | Existing Customer | 55 | M | 0 | High School | Divorced | $60K - $80K | Blue | 46 | 6 | 1 | 2 | 9734.0 | 0 | 9734.0 | 0.785 | 1476 | 38 | 0.900 | 0.000 | 7/5/2020 |
| 779031033 | Existing Customer | 46 | F | 2 | Graduate | Married | $40K - $60K | Blue | 22 | 6 | 1 | 3 | 2305.0 | 1627 | 678.0 | 0.747 | 1230 | 36 | 0.565 | 0.706 | 1/22/2020 |
| 716302383 | Existing Customer | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 14241.0 | 2081 | 12160.0 | 0.909 | 1581 | 44 | 0.833 | 0.146 | 7/29/2022 |
| 718281408 | Existing Customer | 36 | F | 2 | Unknown | Married | $40K - $60K | Blue | 25 | 3 | 1 | 2 | 4789.0 | 1257 | 3532.0 | 1.134 | 1534 | 29 | 0.933 | 0.262 | 2/14/2019 |
| 721333233 | Existing Customer | 40 | M | 4 | Doctorate | Divorced | $60K - $80K | Blue | 34 | 4 | 2 | 3 | 23138.0 | 1727 | 21411.0 | 0.693 | 1612 | 39 | 1.438 | 0.075 | 7/31/2022 |
| 794496033 | Existing Customer | 57 | M | 2 | Unknown | Single | $80K - $120K | Blue | 38 | 6 | 1 | 3 | 23008.0 | 2280 | 20728.0 | 0.674 | 1302 | 36 | 0.636 | 0.099 | 8/13/2019 |
| 710519433 | Existing Customer | 48 | M | 1 | Unknown | Divorced | $80K - $120K | Blue | 36 | 3 | 1 | 0 | 3131.0 | 2517 | 614.0 | 0.602 | 1439 | 40 | 0.481 | 0.804 | 1/31/2020 |
| 814995933 | Existing Customer | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 2 | 5798.0 | 1794 | 4004.0 | 0.564 | 1724 | 45 | 0.452 | 0.309 | 10/15/2019 |
| 721469433 | Existing Customer | 48 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 6880.0 | 1390 | 5490.0 | 1.205 | 1784 | 35 | 0.944 | 0.202 | 4/26/2020 |
| 788386908 | Existing Customer | 48 | M | 3 | Graduate | Unknown | $80K - $120K | Platinum | 41 | 3 | 2 | 2 | 34516.0 | 1531 | 32985.0 | 0.862 | 1156 | 29 | 1.071 | 0.044 | 11/16/2021 |
| 717198633 | Existing Customer | 53 | F | 2 | College | Married | $40K - $60K | Blue | 34 | 6 | 2 | 1 | 2075.0 | 1469 | 606.0 | 1.322 | 2556 | 49 | 1.130 | 0.708 | 2/25/2022 |
| 767695083 | Existing Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 44 | 3 | 3 | 0 | 4589.0 | 0 | 4589.0 | 0.845 | 1590 | 37 | 0.370 | 0.000 | 4/29/2022 |
| 711791583 | Attrited Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 40 | 1 | 2 | 2 | 2317.0 | 0 | 2317.0 | 1.005 | 884 | 19 | 0.727 | 0.000 | 7/2/2020 |
| 712315683 | Attrited Customer | 53 | F | 2 | Uneducated | Single | Less than $40K | Blue | 45 | 1 | 1 | 1 | 1981.0 | 1518 | 463.0 | 1.019 | 973 | 25 | 0.923 | 0.766 | 5/1/2021 |
| 710038008 | Existing Customer | 56 | F | 1 | Graduate | Single | $40K - $60K | Blue | 47 | 3 | 2 | 1 | 6038.0 | 0 | 6038.0 | 0.741 | 1447 | 30 | 0.875 | 0.000 | 1/5/2022 |
| 789129033 | Existing Customer | 44 | M | 5 | Unknown | Single | $80K - $120K | Blue | 32 | 5 | 3 | 2 | 14910.0 | 877 | 14033.0 | 0.772 | 1150 | 26 | 0.625 | 0.059 | 6/29/2019 |
| 718349058 | Existing Customer | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 29659.0 | 1143 | 28516.0 | 0.512 | 1193 | 21 | 0.615 | 0.039 | 6/17/2020 |
| 789842283 | Attrited Customer | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 4320.0 | 0 | 4320.0 | 0.967 | 706 | 21 | 0.500 | 0.000 | 9/8/2020 |
| 714513033 | Existing Customer | 39 | F | 1 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 11213.0 | 0 | 11213.0 | 0.563 | 1257 | 23 | 0.643 | 0.000 | 11/18/2021 |
| 714717483 | Existing Customer | 39 | F | 3 | Uneducated | Divorced | Unknown | Blue | 29 | 5 | 1 | 2 | 26181.0 | 0 | 26181.0 | 0.913 | 1303 | 35 | 0.750 | 0.000 | 4/18/2022 |
| 714900408 | Existing Customer | 41 | F | 4 | High School | Single | Less than $40K | Blue | 31 | 3 | 1 | 0 | 5773.0 | 0 | 5773.0 | 0.670 | 1306 | 39 | 0.500 | 0.000 | 2/12/2019 |
| 719418933 | Attrited Customer | 53 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 3 | 4503.0 | 0 | 4503.0 | 0.659 | 748 | 20 | 0.429 | 0.000 | 2/3/2021 |
| 720115683 | Existing Customer | 47 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 29770.0 | 1565 | 28205.0 | 0.674 | 1774 | 42 | 2.000 | 0.053 | 1/7/2019 |
| 779504058 | Existing Customer | 46 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 28 | 5 | 1 | 1 | 5014.0 | 1910 | 3104.0 | 0.863 | 1209 | 25 | 1.500 | 0.381 | 9/19/2020 |
| 795979833 | Existing Customer | 53 | F | 1 | High School | Married | Less than $40K | Blue | 47 | 6 | 1 | 2 | 3445.0 | 1074 | 2371.0 | 0.670 | 1074 | 31 | 0.632 | 0.312 | 9/18/2019 |
| 717392358 | Existing Customer | 60 | M | 1 | Graduate | Married | $80K - $120K | Blue | 50 | 6 | 2 | 2 | 23412.0 | 1078 | 22334.0 | 0.790 | 1786 | 50 | 0.786 | 0.046 | 10/1/2022 |
| 718640508 | Existing Customer | 59 | F | 0 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 2 | 3044.0 | 1611 | 1433.0 | 0.740 | 1456 | 36 | 0.714 | 0.529 | 6/17/2020 |
| 803366358 | Existing Customer | 38 | M | 1 | Unknown | Single | $60K - $80K | Blue | 29 | 5 | 2 | 1 | 14596.0 | 2192 | 12404.0 | 0.898 | 1300 | 25 | 1.083 | 0.150 | 10/23/2022 |
| 709230708 | Existing Customer | 56 | M | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3864.0 | 1654 | 2210.0 | 0.491 | 1470 | 42 | 0.235 | 0.428 | 2/24/2019 |
| 781794708 | Attrited Customer | 35 | M | 3 | Post-Graduate | Unknown | $80K - $120K | Blue | 29 | 2 | 1 | 3 | 17030.0 | 1911 | 15119.0 | 0.528 | 715 | 25 | 0.562 | 0.112 | 4/18/2022 |
| 801383808 | Existing Customer | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 23090.0 | 839 | 22251.0 | 1.326 | 1198 | 24 | 1.000 | 0.036 | 8/28/2020 |
| 710677608 | Existing Customer | 53 | M | 2 | Post-Graduate | Unknown | $80K - $120K | Blue | 36 | 4 | 2 | 0 | 29205.0 | 1208 | 27997.0 | 0.957 | 1556 | 43 | 1.048 | 0.041 | 10/13/2021 |
| 708217758 | Existing Customer | 63 | M | 2 | Graduate | Married | $60K - $80K | Blue | 49 | 5 | 2 | 3 | 14035.0 | 2061 | 11974.0 | 2.271 | 1606 | 30 | 1.500 | 0.147 | 11/11/2022 |
| 714272658 | Attrited Customer | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 24 | 2 | 3 | 2 | 2962.0 | 2517 | 445.0 | 1.046 | 929 | 31 | 0.409 | 0.850 | 1/7/2020 |
| 717469158 | Existing Customer | 46 | M | 2 | Unknown | Married | $80K - $120K | Blue | 30 | 6 | 3 | 0 | 18578.0 | 1385 | 17193.0 | 0.565 | 1606 | 54 | 0.421 | 0.075 | 1/10/2019 |
| 711864783 | Existing Customer | 61 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 2201.0 | 1138 | 1063.0 | 0.675 | 1199 | 32 | 0.600 | 0.517 | 12/9/2022 |
| 719407983 | Existing Customer | 37 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 25 | 4 | 3 | 2 | 2061.0 | 1483 | 578.0 | 1.362 | 2400 | 60 | 0.622 | 0.720 | 2/15/2020 |
| 710665533 | Existing Customer | 42 | F | 5 | Doctorate | Married | Unknown | Blue | 23 | 4 | 2 | 2 | 24602.0 | 1660 | 22942.0 | 0.588 | 1337 | 44 | 0.760 | 0.067 | 10/14/2019 |
| 716804283 | Existing Customer | 41 | M | 2 | Uneducated | Divorced | $120K + | Blue | 29 | 3 | 2 | 2 | 15911.0 | 896 | 15015.0 | 0.954 | 1270 | 33 | 0.833 | 0.056 | 4/1/2020 |
| 767294658 | Attrited Customer | 56 | M | 2 | College | Single | $120K + | Blue | 50 | 2 | 2 | 3 | 16867.0 | 0 | 16867.0 | 0.885 | 654 | 14 | 0.400 | 0.000 | 8/28/2019 |
| 709122483 | Existing Customer | 56 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 3 | 3 | 0 | 2783.0 | 1526 | 1257.0 | 0.942 | 1909 | 54 | 0.688 | 0.548 | 4/20/2020 |
| 708241233 | Attrited Customer | 52 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 47 | 3 | 3 | 2 | 2972.0 | 0 | 2972.0 | 1.035 | 922 | 25 | 0.562 | 0.000 | 2/15/2022 |
| 717860358 | Existing Customer | 40 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 5124.0 | 2235 | 2889.0 | 0.542 | 1158 | 42 | 0.355 | 0.436 | 10/22/2022 |
| 789337233 | Existing Customer | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 6 | 6 | 2 | 2880.0 | 2362 | 518.0 | 0.890 | 1323 | 26 | 0.444 | 0.820 | 9/20/2020 |
| 720902133 | Existing Customer | 58 | M | 1 | High School | Single | $40K - $60K | Blue | 46 | 4 | 1 | 0 | 5579.0 | 0 | 5579.0 | 0.481 | 1025 | 35 | 0.667 | 0.000 | 9/5/2022 |
| 721043058 | Existing Customer | 58 | M | 4 | Unknown | Married | $60K - $80K | Blue | 44 | 5 | 1 | 3 | 12010.0 | 2149 | 9861.0 | 0.801 | 1700 | 35 | 1.500 | 0.179 | 11/25/2022 |
| 711870333 | Existing Customer | 46 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 34516.0 | 1597 | 32919.0 | 0.858 | 1628 | 51 | 1.217 | 0.046 | 9/21/2022 |
| 708398283 | Existing Customer | 37 | F | 1 | Graduate | Married | $40K - $60K | Blue | 29 | 5 | 2 | 2 | 4394.0 | 885 | 3509.0 | 1.040 | 1377 | 32 | 0.684 | 0.201 | 11/18/2022 |
| 715878183 | Existing Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 35 | 4 | 3 | 3 | 18325.0 | 723 | 17602.0 | 0.815 | 1517 | 33 | 0.650 | 0.039 | 7/11/2019 |
| 719451483 | Existing Customer | 46 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 37 | 5 | 3 | 2 | 3773.0 | 1972 | 1801.0 | 0.783 | 1528 | 25 | 1.083 | 0.523 | 10/11/2019 |
| 709110633 | Existing Customer | 41 | M | 1 | Graduate | Single | $80K - $120K | Blue | 29 | 5 | 1 | 3 | 21684.0 | 1748 | 19936.0 | 0.715 | 1329 | 24 | 0.600 | 0.081 | 9/9/2022 |
| 721059033 | Existing Customer | 48 | F | 3 | High School | Divorced | $40K - $60K | Blue | 40 | 4 | 1 | 2 | 1919.0 | 774 | 1145.0 | 0.965 | 1505 | 33 | 0.737 | 0.403 | 11/2/2021 |
| 779912283 | Existing Customer | 49 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 3 | 2 | 9995.0 | 1713 | 8282.0 | 0.960 | 1172 | 38 | 0.462 | 0.171 | 8/23/2020 |
| 717701733 | Existing Customer | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 2 | 2 | 11910.0 | 2098 | 9812.0 | 1.160 | 1646 | 39 | 1.294 | 0.176 | 12/23/2022 |
| 709913733 | Existing Customer | 39 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2279.0 | 1529 | 750.0 | 1.260 | 1693 | 32 | 1.286 | 0.671 | 10/8/2019 |
| 718768158 | Existing Customer | 57 | M | 1 | College | Single | $40K - $60K | Blue | 48 | 3 | 1 | 2 | 3539.0 | 0 | 3539.0 | 0.781 | 1336 | 23 | 0.211 | 0.000 | 7/3/2020 |
| 721375308 | Existing Customer | 48 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 30579.0 | 1351 | 29228.0 | 0.759 | 1289 | 19 | 0.727 | 0.044 | 6/8/2019 |
| 711374283 | Existing Customer | 47 | M | 3 | High School | Single | $80K - $120K | Blue | 42 | 4 | 1 | 0 | 24480.0 | 1923 | 22557.0 | 0.505 | 1416 | 32 | 0.778 | 0.079 | 9/17/2022 |
| 822893133 | Existing Customer | 56 | F | 1 | Uneducated | Divorced | Unknown | Blue | 52 | 6 | 1 | 2 | 17561.0 | 0 | 17561.0 | 0.940 | 1608 | 33 | 1.200 | 0.000 | 12/8/2020 |
| 778465533 | Existing Customer | 54 | F | 0 | College | Married | Less than $40K | Blue | 40 | 3 | 1 | 2 | 1638.0 | 0 | 1638.0 | 0.750 | 1885 | 51 | 0.545 | 0.000 | 3/8/2021 |
| 712138983 | Existing Customer | 54 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 2947.0 | 2216 | 731.0 | 0.760 | 1744 | 53 | 0.606 | 0.752 | 1/11/2022 |
| 716920908 | Existing Customer | 52 | M | 4 | High School | Married | $80K - $120K | Blue | 42 | 6 | 1 | 0 | 5738.0 | 1112 | 4626.0 | 1.519 | 1922 | 48 | 0.655 | 0.194 | 4/6/2019 |
| 708095133 | Existing Customer | 43 | M | 4 | Unknown | Unknown | $120K + | Blue | 34 | 5 | 2 | 2 | 33304.0 | 1833 | 31471.0 | 0.428 | 1448 | 29 | 0.381 | 0.055 | 9/14/2021 |
| 711195558 | Existing Customer | 59 | M | 1 | College | Single | $40K - $60K | Blue | 48 | 6 | 3 | 3 | 7251.0 | 1603 | 5648.0 | 0.591 | 1300 | 36 | 0.800 | 0.221 | 10/8/2020 |
| 772735758 | Existing Customer | 44 | M | 1 | Unknown | Married | Unknown | Blue | 34 | 6 | 2 | 0 | 2885.0 | 1895 | 990.0 | 0.387 | 1366 | 31 | 0.632 | 0.657 | 12/4/2022 |
| 712024908 | Existing Customer | 56 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2641.0 | 1257 | 1384.0 | 0.891 | 1439 | 39 | 1.053 | 0.476 | 11/2/2020 |
| 778239933 | Existing Customer | 45 | F | 4 | Graduate | Married | Unknown | Blue | 35 | 6 | 3 | 0 | 2801.0 | 2043 | 758.0 | 0.583 | 1241 | 46 | 0.643 | 0.729 | 5/26/2022 |
| 714893733 | Existing Customer | 55 | M | 1 | High School | Married | $80K - $120K | Blue | 45 | 3 | 3 | 3 | 16794.0 | 809 | 15985.0 | 1.566 | 1917 | 33 | 0.941 | 0.048 | 7/29/2022 |
| 754886958 | Existing Customer | 48 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 4 | 1 | 3 | 9336.0 | 1672 | 7664.0 | 0.696 | 1391 | 39 | 0.625 | 0.179 | 7/13/2022 |
| 710104908 | Existing Customer | 56 | F | 5 | College | Single | Less than $40K | Blue | 43 | 4 | 1 | 0 | 2763.0 | 2517 | 246.0 | 0.938 | 1246 | 31 | 0.824 | 0.911 | 8/31/2022 |
| 710558883 | Existing Customer | 41 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 17391.0 | 1044 | 16347.0 | 1.080 | 1248 | 27 | 0.688 | 0.060 | 12/28/2019 |
| 713827383 | Existing Customer | 65 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 0 | 3198.0 | 2493 | 705.0 | 0.665 | 1936 | 44 | 1.316 | 0.780 | 5/29/2019 |
| 720267033 | Existing Customer | 34 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 26 | 3 | 3 | 2 | 5100.0 | 1786 | 3314.0 | 1.060 | 2375 | 63 | 0.575 | 0.350 | 6/3/2021 |
| 712049208 | Existing Customer | 56 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 39 | 3 | 1 | 2 | 3955.0 | 2517 | 1438.0 | 0.484 | 1238 | 25 | 1.083 | 0.636 | 6/21/2019 |
| 708688608 | Existing Customer | 62 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 1 | 3140.0 | 1985 | 1155.0 | 1.346 | 1626 | 41 | 0.864 | 0.632 | 3/11/2020 |
| 716223708 | Attrited Customer | 45 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 4028.0 | 710 | 3318.0 | 0.731 | 791 | 22 | 0.833 | 0.176 | 4/11/2020 |
| 713217858 | Existing Customer | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 2264.0 | 0 | 2264.0 | 0.479 | 1204 | 28 | 0.333 | 0.000 | 3/10/2022 |
| 819352983 | Existing Customer | 49 | M | 3 | Unknown | Unknown | $120K + | Blue | 44 | 5 | 2 | 2 | 21620.0 | 2008 | 19612.0 | 0.691 | 1300 | 33 | 0.500 | 0.093 | 12/21/2021 |
| 711019308 | Existing Customer | 58 | M | 2 | High School | Single | $60K - $80K | Blue | 45 | 3 | 2 | 0 | 6385.0 | 1535 | 4850.0 | 1.138 | 1612 | 47 | 0.880 | 0.240 | 8/22/2020 |
| 768600558 | Existing Customer | 41 | F | 4 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 2 | 3 | 2375.0 | 1658 | 717.0 | 0.638 | 1071 | 28 | 1.000 | 0.698 | 5/11/2019 |
| 710202783 | Existing Customer | 33 | M | 2 | Graduate | Married | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 1963.0 | 1721 | 242.0 | 0.680 | 1378 | 37 | 0.762 | 0.877 | 11/16/2021 |
| 712899333 | Existing Customer | 47 | F | 4 | College | Single | Less than $40K | Blue | 37 | 6 | 2 | 2 | 4256.0 | 1084 | 3172.0 | 0.630 | 1100 | 29 | 0.381 | 0.255 | 10/28/2019 |
| 767036433 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 49 | 5 | 1 | 0 | 5097.0 | 1152 | 3945.0 | 0.940 | 2052 | 45 | 0.607 | 0.226 | 12/25/2022 |
| 793473033 | Existing Customer | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 45 | 3 | 2 | 3 | 3228.0 | 2517 | 711.0 | 0.949 | 1349 | 33 | 1.357 | 0.780 | 7/11/2019 |
| 721232058 | Existing Customer | 49 | M | 1 | Graduate | Unknown | $40K - $60K | Silver | 41 | 6 | 1 | 3 | 20231.0 | 977 | 19254.0 | 0.893 | 1215 | 36 | 0.714 | 0.048 | 3/8/2020 |
| 719443683 | Attrited Customer | 50 | M | 1 | Unknown | Single | $120K + | Blue | 39 | 3 | 2 | 3 | 27512.0 | 2137 | 25375.0 | 1.048 | 1149 | 25 | 0.562 | 0.078 | 2/14/2022 |
| 715449333 | Existing Customer | 55 | F | 3 | Unknown | Married | $40K - $60K | Blue | 47 | 5 | 2 | 0 | 1929.0 | 1540 | 389.0 | 1.142 | 2354 | 50 | 0.786 | 0.798 | 8/15/2022 |
| 717998058 | Existing Customer | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 6 | 3 | 2 | 2585.0 | 2019 | 566.0 | 0.525 | 2644 | 40 | 0.481 | 0.781 | 4/2/2020 |
| 779610033 | Attrited Customer | 58 | M | 1 | College | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 12151.0 | 1799 | 10352.0 | 1.022 | 918 | 14 | 0.556 | 0.148 | 2/3/2021 |
| 827332983 | Existing Customer | 46 | M | 3 | High School | Single | $80K - $120K | Gold | 42 | 3 | 2 | 2 | 34516.0 | 2113 | 32403.0 | 0.618 | 1362 | 31 | 1.214 | 0.061 | 9/20/2020 |
| 721183983 | Existing Customer | 48 | M | 4 | High School | Married | $120K + | Blue | 31 | 6 | 3 | 1 | 34516.0 | 1013 | 33503.0 | 0.575 | 1222 | 37 | 0.850 | 0.029 | 10/1/2021 |
| 718426533 | Existing Customer | 42 | M | 4 | Uneducated | Divorced | $60K - $80K | Blue | 32 | 4 | 1 | 2 | 5504.0 | 0 | 5504.0 | 0.620 | 1364 | 32 | 0.684 | 0.000 | 5/24/2021 |
| 710698233 | Existing Customer | 37 | M | 4 | Graduate | Married | $80K - $120K | Blue | 28 | 4 | 1 | 2 | 10021.0 | 1203 | 8818.0 | 0.930 | 1463 | 40 | 1.000 | 0.120 | 4/15/2021 |
| 780253533 | Existing Customer | 63 | F | 0 | Unknown | Married | Less than $40K | Blue | 49 | 5 | 3 | 0 | 3558.0 | 2318 | 1240.0 | 1.265 | 1631 | 31 | 0.824 | 0.651 | 5/3/2019 |
| 793581933 | Existing Customer | 50 | M | 3 | High School | Single | $40K - $60K | Silver | 44 | 4 | 3 | 4 | 19853.0 | 1513 | 18340.0 | 0.802 | 1878 | 55 | 0.410 | 0.076 | 5/15/2022 |
| 719229708 | Existing Customer | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 2 | 4969.0 | 838 | 4131.0 | 0.591 | 1489 | 32 | 0.455 | 0.169 | 10/4/2022 |
| 715158483 | Existing Customer | 48 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 2 | 3 | 3117.0 | 1603 | 1514.0 | 1.167 | 1437 | 37 | 0.609 | 0.514 | 6/5/2022 |
| 809296308 | Existing Customer | 46 | M | 2 | College | Single | $80K - $120K | Blue | 41 | 4 | 2 | 0 | 21526.0 | 2332 | 19194.0 | 0.755 | 1313 | 37 | 0.609 | 0.108 | 8/27/2022 |
| 778176108 | Existing Customer | 61 | M | 0 | High School | Single | $60K - $80K | Blue | 51 | 4 | 2 | 2 | 5504.0 | 1412 | 4092.0 | 0.722 | 1290 | 38 | 0.462 | 0.257 | 9/10/2022 |
| 796532958 | Existing Customer | 59 | F | 0 | Unknown | Married | Less than $40K | Blue | 53 | 4 | 3 | 2 | 5512.0 | 1124 | 4388.0 | 1.391 | 1975 | 49 | 1.579 | 0.204 | 5/16/2019 |
| 709345008 | Attrited Customer | 53 | F | 2 | Doctorate | Married | Unknown | Blue | 39 | 1 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.644 | 807 | 22 | 0.692 | 0.000 | 5/7/2022 |
| 717049533 | Existing Customer | 39 | F | 3 | Doctorate | Unknown | $40K - $60K | Blue | 28 | 5 | 3 | 0 | 7262.0 | 1466 | 5796.0 | 0.512 | 1438 | 28 | 0.556 | 0.202 | 5/4/2022 |
| 719366358 | Existing Customer | 51 | M | 3 | High School | Married | $120K + | Blue | 40 | 6 | 3 | 2 | 7319.0 | 1692 | 5627.0 | 0.701 | 1233 | 29 | 0.611 | 0.231 | 7/30/2019 |
| 721417233 | Attrited Customer | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 5 | 3 | 1438.3 | 0 | 1438.3 | 0.676 | 709 | 27 | 0.421 | 0.000 | 11/26/2020 |
| 711622683 | Existing Customer | 48 | M | 4 | Unknown | Single | $60K - $80K | Blue | 30 | 4 | 3 | 3 | 7712.0 | 1387 | 6325.0 | 0.861 | 1597 | 39 | 0.560 | 0.180 | 12/1/2021 |
| 714578283 | Existing Customer | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 6 | 3 | 0 | 2053.0 | 0 | 2053.0 | 0.865 | 1283 | 28 | 1.154 | 0.000 | 5/19/2021 |
| 769574883 | Existing Customer | 41 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 3 | 1 | 3 | 12804.0 | 2517 | 10287.0 | 0.892 | 1101 | 37 | 0.276 | 0.197 | 2/27/2021 |
| 717643608 | Existing Customer | 48 | M | 4 | College | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 26443.0 | 1601 | 24842.0 | 0.493 | 1593 | 36 | 0.333 | 0.061 | 5/19/2022 |
| 709198158 | Existing Customer | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 0 | 3125.0 | 1928 | 1197.0 | 0.412 | 1631 | 46 | 0.533 | 0.617 | 8/6/2020 |
| 712419708 | Existing Customer | 56 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 6 | 1 | 2 | 4930.0 | 2259 | 2671.0 | 1.134 | 2194 | 53 | 0.606 | 0.458 | 2/16/2022 |
| 709103358 | Existing Customer | 39 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 9476.0 | 0 | 9476.0 | 0.605 | 1128 | 27 | 0.929 | 0.000 | 7/21/2021 |
| 716966808 | Existing Customer | 47 | M | 1 | Graduate | Married | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 11722.0 | 1667 | 10055.0 | 0.566 | 1497 | 35 | 0.250 | 0.142 | 11/29/2021 |
| 772264383 | Existing Customer | 44 | M | 2 | Graduate | Single | $120K + | Blue | 33 | 4 | 1 | 3 | 13301.0 | 0 | 13301.0 | 1.058 | 1385 | 50 | 0.515 | 0.000 | 12/31/2021 |
| 721057758 | Existing Customer | 61 | F | 1 | Unknown | Married | Unknown | Blue | 47 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 1.337 | 1449 | 27 | 1.455 | 0.000 | 3/10/2019 |
| 769137108 | Attrited Customer | 43 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 1.004 | 974 | 28 | 0.273 | 0.000 | 5/5/2022 |
| 717640083 | Attrited Customer | 59 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 6705.0 | 0 | 6705.0 | 0.749 | 731 | 18 | 0.500 | 0.000 | 7/27/2019 |
| 716445783 | Existing Customer | 42 | F | 2 | Uneducated | Married | Unknown | Blue | 31 | 4 | 2 | 0 | 22718.0 | 0 | 22718.0 | 0.791 | 1191 | 37 | 1.176 | 0.000 | 2/21/2021 |
| 708579633 | Existing Customer | 40 | M | 4 | Unknown | Divorced | $40K - $60K | Gold | 28 | 4 | 2 | 2 | 23981.0 | 1788 | 22193.0 | 0.631 | 1421 | 34 | 0.308 | 0.075 | 9/28/2020 |
| 718715583 | Existing Customer | 65 | M | 2 | Unknown | Married | Less than $40K | Blue | 56 | 4 | 2 | 4 | 2318.0 | 1010 | 1308.0 | 0.810 | 1256 | 35 | 0.591 | 0.436 | 4/2/2019 |
| 778686408 | Existing Customer | 48 | M | 1 | College | Married | $60K - $80K | Blue | 29 | 4 | 3 | 2 | 19324.0 | 1040 | 18284.0 | 0.904 | 1744 | 50 | 0.852 | 0.054 | 4/27/2020 |
| 715015683 | Existing Customer | 44 | M | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 5331.0 | 1993 | 3338.0 | 0.777 | 1766 | 39 | 0.625 | 0.374 | 8/21/2021 |
| 805254708 | Existing Customer | 36 | F | 4 | Unknown | Married | Unknown | Blue | 31 | 5 | 2 | 0 | 15700.0 | 1276 | 14424.0 | 1.389 | 2229 | 48 | 0.778 | 0.081 | 12/7/2020 |
| 710462433 | Existing Customer | 45 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 6 | 2 | 2 | 17625.0 | 894 | 16731.0 | 1.285 | 1773 | 39 | 1.053 | 0.051 | 4/27/2022 |
| 721342383 | Existing Customer | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 2 | 17438.0 | 0 | 17438.0 | 1.078 | 1860 | 37 | 0.850 | 0.000 | 2/5/2021 |
| 720179883 | Existing Customer | 40 | M | 4 | College | Unknown | $80K - $120K | Blue | 25 | 3 | 3 | 1 | 1962.0 | 0 | 1962.0 | 0.684 | 1179 | 27 | 0.688 | 0.000 | 9/1/2022 |
| 794977533 | Attrited Customer | 62 | M | 0 | High School | Married | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 8077.0 | 0 | 8077.0 | 0.749 | 906 | 16 | 0.333 | 0.000 | 9/23/2021 |
| 779445108 | Existing Customer | 26 | M | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 6 | 1 | 2 | 3290.0 | 1616 | 1674.0 | 0.466 | 2781 | 54 | 0.350 | 0.491 | 9/18/2019 |
| 718193958 | Existing Customer | 60 | M | 0 | Uneducated | Single | Less than $40K | Blue | 53 | 5 | 3 | 2 | 2402.0 | 1728 | 674.0 | 0.652 | 1650 | 53 | 0.606 | 0.719 | 9/9/2022 |
| 710955633 | Existing Customer | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 42 | 6 | 1 | 0 | 9256.0 | 1999 | 7257.0 | 0.812 | 1446 | 37 | 0.762 | 0.216 | 11/12/2020 |
| 716149383 | Existing Customer | 62 | M | 0 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 3674.0 | 895 | 2779.0 | 0.658 | 1703 | 48 | 0.371 | 0.244 | 8/6/2021 |
| 752604633 | Attrited Customer | 57 | M | 2 | College | Married | $40K - $60K | Blue | 50 | 2 | 5 | 3 | 6462.0 | 0 | 6462.0 | 0.856 | 761 | 17 | 0.214 | 0.000 | 10/26/2022 |
| 713889933 | Existing Customer | 59 | M | 0 | Graduate | Single | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 1638.0 | 0 | 1638.0 | 0.533 | 1536 | 44 | 0.630 | 0.000 | 1/11/2022 |
| 709446783 | Existing Customer | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 38 | 3 | 3 | 2 | 4335.0 | 2480 | 1855.0 | 0.543 | 1373 | 36 | 1.118 | 0.572 | 12/18/2020 |
| 789115833 | Existing Customer | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 3233.0 | 1034 | 2199.0 | 0.759 | 1256 | 29 | 0.706 | 0.320 | 2/16/2019 |
| 711242058 | Attrited Customer | 48 | M | 4 | Unknown | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 11862.0 | 2517 | 9345.0 | 0.766 | 643 | 16 | 0.231 | 0.212 | 2/3/2019 |
| 787623858 | Existing Customer | 43 | M | 2 | Uneducated | Divorced | $120K + | Silver | 24 | 4 | 2 | 0 | 34516.0 | 1938 | 32578.0 | 0.426 | 1215 | 45 | 0.406 | 0.056 | 1/15/2021 |
| 709040508 | Existing Customer | 57 | M | 4 | Uneducated | Married | $120K + | Blue | 38 | 6 | 6 | 2 | 19802.0 | 1961 | 17841.0 | 1.125 | 2244 | 58 | 0.706 | 0.099 | 6/6/2019 |
| 708864708 | Existing Customer | 46 | M | 3 | College | Unknown | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 24869.0 | 1729 | 23140.0 | 0.408 | 1409 | 36 | 0.500 | 0.070 | 9/28/2019 |
| 717758583 | Existing Customer | 40 | M | 3 | High School | Unknown | $60K - $80K | Blue | 36 | 4 | 2 | 1 | 3624.0 | 1975 | 1649.0 | 0.708 | 1469 | 23 | 1.091 | 0.545 | 7/5/2022 |
| 715416633 | Existing Customer | 54 | M | 1 | Unknown | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 6175.0 | 960 | 5215.0 | 0.709 | 1847 | 59 | 0.405 | 0.155 | 8/6/2019 |
| 717956283 | Existing Customer | 57 | F | 1 | Graduate | Single | $40K - $60K | Blue | 48 | 5 | 1 | 0 | 10953.0 | 1945 | 9008.0 | 0.886 | 1277 | 29 | 0.526 | 0.178 | 9/22/2020 |
| 721379433 | Existing Customer | 44 | M | 4 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 2 | 3 | 11338.0 | 0 | 11338.0 | 0.695 | 1227 | 24 | 0.500 | 0.000 | 8/27/2020 |
| 712027683 | Existing Customer | 47 | F | 2 | Doctorate | Married | Less than $40K | Blue | 35 | 3 | 2 | 2 | 5544.0 | 1184 | 4360.0 | 0.850 | 1336 | 38 | 0.652 | 0.214 | 5/14/2021 |
| 716027208 | Existing Customer | 47 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 1 | 19665.0 | 706 | 18959.0 | 1.317 | 1110 | 58 | 0.349 | 0.036 | 6/21/2019 |
| 720475233 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2927.0 | 1412 | 1515.0 | 0.763 | 1474 | 26 | 0.857 | 0.482 | 1/2/2022 |
| 712275108 | Existing Customer | 53 | F | 3 | College | Married | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 5146.0 | 1618 | 3528.0 | 1.073 | 1955 | 44 | 0.760 | 0.314 | 12/15/2022 |
| 718121658 | Attrited Customer | 56 | M | 1 | College | Married | $60K - $80K | Blue | 44 | 5 | 3 | 3 | 1704.0 | 0 | 1704.0 | 0.701 | 660 | 17 | 0.308 | 0.000 | 11/30/2020 |
| 711593808 | Attrited Customer | 55 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 1.037 | 888 | 18 | 1.250 | 0.000 | 3/11/2021 |
| 716222808 | Existing Customer | 53 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2974.0 | 1170 | 1804.0 | 1.297 | 1785 | 45 | 1.143 | 0.393 | 12/16/2020 |
| 718731183 | Attrited Customer | 61 | M | 1 | Unknown | Married | $40K - $60K | Blue | 49 | 1 | 2 | 2 | 5472.0 | 788 | 4684.0 | 0.526 | 705 | 14 | 0.273 | 0.144 | 12/30/2020 |
| 788779008 | Existing Customer | 57 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 3 | 1 | 2 | 2736.0 | 1822 | 914.0 | 0.593 | 1211 | 25 | 0.923 | 0.666 | 4/7/2020 |
| 710404533 | Existing Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 6 | 2 | 1 | 1438.3 | 862 | 576.3 | 0.650 | 1391 | 40 | 0.212 | 0.599 | 12/13/2022 |
| 711173058 | Existing Customer | 56 | F | 2 | Unknown | Married | Unknown | Blue | 45 | 4 | 3 | 0 | 5406.0 | 1782 | 3624.0 | 0.976 | 1407 | 29 | 0.812 | 0.330 | 4/19/2021 |
| 715383108 | Existing Customer | 52 | M | 2 | Graduate | Single | $120K + | Blue | 44 | 5 | 1 | 1 | 34516.0 | 2174 | 32342.0 | 0.426 | 1616 | 50 | 0.515 | 0.063 | 7/21/2020 |
| 711697158 | Existing Customer | 60 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1976.0 | 1311 | 665.0 | 0.995 | 1498 | 43 | 0.536 | 0.663 | 1/25/2022 |
| 709186983 | Existing Customer | 49 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 40 | 3 | 1 | 1 | 8714.0 | 2252 | 6462.0 | 0.831 | 1536 | 38 | 0.652 | 0.258 | 6/29/2022 |
| 808964433 | Existing Customer | 46 | F | 4 | Doctorate | Divorced | Less than $40K | Blue | 41 | 4 | 1 | 1 | 8693.0 | 1378 | 7315.0 | 0.799 | 1594 | 45 | 0.452 | 0.159 | 9/28/2021 |
| 711948333 | Existing Customer | 42 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 9247.0 | 710 | 8537.0 | 0.735 | 1190 | 30 | 0.500 | 0.077 | 11/13/2019 |
| 710541858 | Existing Customer | 45 | M | 3 | High School | Married | Less than $40K | Blue | 33 | 6 | 5 | 0 | 7717.0 | 1430 | 6287.0 | 0.822 | 1248 | 37 | 0.850 | 0.185 | 1/1/2021 |
| 713865333 | Attrited Customer | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 4 | 3 | 4908.0 | 0 | 4908.0 | 0.993 | 827 | 21 | 0.750 | 0.000 | 1/27/2022 |
| 797707008 | Attrited Customer | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 38 | 6 | 1 | 3 | 7222.0 | 0 | 7222.0 | 0.685 | 920 | 18 | 0.500 | 0.000 | 12/2/2020 |
| 713490483 | Existing Customer | 61 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 48 | 6 | 2 | 2 | 21740.0 | 0 | 21740.0 | 0.676 | 1755 | 54 | 0.543 | 0.000 | 8/16/2021 |
| 720370533 | Attrited Customer | 55 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 44 | 3 | 2 | 2 | 2323.0 | 0 | 2323.0 | 0.737 | 804 | 15 | 0.500 | 0.000 | 9/9/2022 |
| 779743908 | Existing Customer | 44 | M | 4 | Unknown | Divorced | $60K - $80K | Blue | 29 | 4 | 2 | 2 | 7788.0 | 0 | 7788.0 | 0.296 | 1196 | 30 | 0.429 | 0.000 | 6/8/2020 |
| 718675158 | Attrited Customer | 55 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1438.3 | 361 | 1077.3 | 0.963 | 850 | 22 | 0.692 | 0.251 | 10/14/2021 |
| 710784333 | Existing Customer | 57 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 23700.0 | 1314 | 22386.0 | 1.487 | 1644 | 28 | 0.647 | 0.055 | 10/22/2022 |
| 816596583 | Existing Customer | 45 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 40 | 6 | 3 | 1 | 11710.0 | 693 | 11017.0 | 0.914 | 1749 | 50 | 0.429 | 0.059 | 10/14/2020 |
| 717517758 | Existing Customer | 57 | F | 0 | High School | Married | $40K - $60K | Blue | 45 | 3 | 2 | 2 | 2278.0 | 845 | 1433.0 | 1.328 | 2307 | 45 | 0.800 | 0.371 | 7/29/2020 |
| 712880283 | Existing Customer | 31 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 22 | 3 | 3 | 0 | 4048.0 | 1113 | 2935.0 | 0.717 | 1757 | 45 | 0.607 | 0.275 | 2/12/2022 |
| 753226158 | Existing Customer | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 6 | 2 | 2 | 3663.0 | 1853 | 1810.0 | 0.963 | 1826 | 35 | 1.059 | 0.506 | 7/6/2020 |
| 720605808 | Attrited Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.672 | 799 | 17 | 0.214 | 0.000 | 8/25/2019 |
| 758317233 | Existing Customer | 35 | F | 1 | College | Single | Unknown | Blue | 28 | 4 | 5 | 2 | 3518.0 | 1575 | 1943.0 | 0.625 | 2121 | 60 | 0.579 | 0.448 | 10/28/2019 |
| 711028308 | Existing Customer | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 1717.0 | 0 | 1717.0 | 0.619 | 1468 | 29 | 0.381 | 0.000 | 10/7/2022 |
| 814852533 | Existing Customer | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 45 | 3 | 2 | 2 | 16813.0 | 1185 | 15628.0 | 0.552 | 1482 | 46 | 0.643 | 0.070 | 8/27/2022 |
| 711526533 | Existing Customer | 33 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 25 | 4 | 2 | 3 | 16434.0 | 2104 | 14330.0 | 0.955 | 1726 | 37 | 0.850 | 0.128 | 1/21/2019 |
| 804403908 | Existing Customer | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 45 | 4 | 2 | 3 | 21872.0 | 1118 | 20754.0 | 0.658 | 1806 | 31 | 0.409 | 0.051 | 3/3/2021 |
| 716999883 | Existing Customer | 51 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 0 | 15897.0 | 1437 | 14460.0 | 0.584 | 1405 | 43 | 0.387 | 0.090 | 1/2/2020 |
| 716452083 | Existing Customer | 56 | F | 4 | Unknown | Married | Less than $40K | Blue | 46 | 5 | 3 | 2 | 4271.0 | 1150 | 3121.0 | 1.064 | 2052 | 50 | 0.724 | 0.269 | 6/23/2022 |
| 787599258 | Existing Customer | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 29 | 6 | 1 | 2 | 7361.0 | 1309 | 6052.0 | 0.504 | 1175 | 34 | 0.700 | 0.178 | 5/3/2022 |
| 714495258 | Existing Customer | 26 | M | 0 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1438.3 | 479 | 959.3 | 0.553 | 1786 | 37 | 0.370 | 0.333 | 8/31/2022 |
| 717713283 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 8628.0 | 1077 | 7551.0 | 0.872 | 1675 | 58 | 0.415 | 0.125 | 8/18/2021 |
| 789317883 | Existing Customer | 54 | M | 2 | College | Married | $80K - $120K | Blue | 44 | 4 | 3 | 3 | 18750.0 | 1705 | 17045.0 | 0.807 | 1200 | 36 | 0.895 | 0.091 | 10/5/2019 |
| 714500883 | Existing Customer | 44 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 4 | 2 | 3 | 21242.0 | 819 | 20423.0 | 0.499 | 1283 | 37 | 0.542 | 0.039 | 7/31/2019 |
| 789467508 | Existing Customer | 65 | F | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 5 | 3 | 0 | 2961.0 | 1570 | 1391.0 | 0.908 | 1937 | 57 | 0.781 | 0.530 | 3/29/2020 |
| 710317758 | Existing Customer | 38 | F | 3 | High School | Married | Unknown | Blue | 29 | 4 | 2 | 2 | 11327.0 | 1528 | 9799.0 | 1.142 | 2033 | 38 | 0.727 | 0.135 | 12/20/2022 |
| 711231558 | Existing Customer | 58 | M | 3 | High School | Married | $60K - $80K | Blue | 40 | 6 | 1 | 3 | 8308.0 | 2517 | 5791.0 | 1.455 | 1915 | 37 | 1.056 | 0.303 | 10/23/2020 |
| 716829483 | Existing Customer | 39 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 4 | 2 | 2 | 3249.0 | 2217 | 1032.0 | 1.060 | 1988 | 36 | 0.895 | 0.682 | 9/2/2021 |
| 779713608 | Existing Customer | 52 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 1 | 2 | 2981.0 | 1358 | 1623.0 | 1.242 | 1648 | 30 | 1.500 | 0.456 | 7/1/2021 |
| 711628458 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 1 | 0 | 8829.0 | 901 | 7928.0 | 0.825 | 1902 | 45 | 0.667 | 0.102 | 11/27/2019 |
| 718943508 | Existing Customer | 42 | M | 3 | Unknown | Single | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 3714.0 | 2170 | 1544.0 | 0.524 | 1454 | 35 | 0.522 | 0.584 | 11/17/2022 |
| 770724558 | Attrited Customer | 42 | M | 2 | College | Married | $60K - $80K | Blue | 28 | 6 | 1 | 3 | 7340.0 | 0 | 7340.0 | 0.650 | 838 | 24 | 0.412 | 0.000 | 3/18/2020 |
| 783561558 | Existing Customer | 57 | M | 4 | Post-Graduate | Married | $120K + | Blue | 51 | 4 | 2 | 3 | 16952.0 | 0 | 16952.0 | 0.709 | 1918 | 61 | 0.649 | 0.000 | 5/11/2021 |
| 719309958 | Attrited Customer | 55 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 35 | 4 | 1 | 3 | 20865.0 | 0 | 20865.0 | 0.881 | 837 | 25 | 0.667 | 0.000 | 10/6/2022 |
| 788785083 | Existing Customer | 44 | F | 3 | College | Unknown | Less than $40K | Blue | 25 | 6 | 3 | 2 | 3083.0 | 1040 | 2043.0 | 0.729 | 4311 | 78 | 0.560 | 0.337 | 7/3/2020 |
| 780481308 | Existing Customer | 37 | F | 3 | Graduate | Married | Unknown | Blue | 24 | 3 | 2 | 2 | 10584.0 | 1550 | 9034.0 | 0.692 | 1567 | 33 | 0.320 | 0.146 | 11/12/2021 |
| 711757383 | Existing Customer | 50 | F | 3 | Unknown | Married | Less than $40K | Blue | 42 | 4 | 1 | 2 | 2240.0 | 0 | 2240.0 | 0.668 | 1905 | 39 | 0.345 | 0.000 | 9/27/2021 |
| 787550808 | Existing Customer | 51 | M | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 5 | 1 | 2 | 12240.0 | 1566 | 10674.0 | 0.539 | 1422 | 26 | 0.529 | 0.128 | 11/18/2020 |
| 779863533 | Existing Customer | 37 | M | 1 | Graduate | Married | $80K - $120K | Blue | 21 | 6 | 2 | 0 | 5120.0 | 0 | 5120.0 | 0.867 | 1680 | 32 | 0.778 | 0.000 | 7/22/2021 |
| 714529233 | Existing Customer | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 1 | 3 | 3124.0 | 1593 | 1531.0 | 0.869 | 1652 | 41 | 0.367 | 0.510 | 10/20/2022 |
| 708177333 | Existing Customer | 51 | F | 2 | High School | Married | Less than $40K | Silver | 36 | 5 | 3 | 0 | 11261.0 | 2485 | 8776.0 | 0.736 | 1158 | 26 | 0.857 | 0.221 | 2/9/2022 |
| 812019933 | Existing Customer | 65 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 56 | 3 | 3 | 2 | 2468.0 | 2021 | 447.0 | 0.906 | 1797 | 46 | 0.586 | 0.819 | 3/31/2021 |
| 708557358 | Existing Customer | 43 | M | 2 | College | Married | $60K - $80K | Blue | 28 | 4 | 2 | 3 | 22157.0 | 1355 | 20802.0 | 0.690 | 1911 | 55 | 0.571 | 0.061 | 9/1/2021 |
| 713580633 | Existing Customer | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 6 | 2 | 3 | 11477.0 | 0 | 11477.0 | 0.767 | 1260 | 27 | 0.688 | 0.000 | 9/19/2020 |
| 711466533 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 5 | 2 | 2 | 3933.0 | 852 | 3081.0 | 0.433 | 1489 | 45 | 0.324 | 0.217 | 11/7/2019 |
| 802276683 | Existing Customer | 56 | M | 3 | Graduate | Married | $80K - $120K | Blue | 50 | 3 | 3 | 3 | 8022.0 | 1372 | 6650.0 | 0.896 | 1794 | 31 | 1.385 | 0.171 | 6/10/2019 |
| 780913308 | Existing Customer | 43 | M | 3 | Unknown | Single | $60K - $80K | Blue | 34 | 6 | 2 | 0 | 13771.0 | 2517 | 11254.0 | 0.501 | 1510 | 42 | 0.750 | 0.183 | 4/17/2022 |
| 808897683 | Attrited Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 48 | 3 | 3 | 3 | 30271.0 | 1406 | 28865.0 | 1.336 | 3231 | 47 | 0.306 | 0.046 | 5/7/2019 |
| 719428308 | Existing Customer | 50 | M | 2 | High School | Unknown | $60K - $80K | Blue | 41 | 6 | 2 | 2 | 3244.0 | 1762 | 1482.0 | 0.661 | 1274 | 32 | 1.000 | 0.543 | 7/30/2020 |
| 713010483 | Existing Customer | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 2936.0 | 2379 | 557.0 | 0.694 | 1572 | 57 | 0.676 | 0.810 | 12/4/2019 |
| 717006333 | Existing Customer | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 1438.3 | 1133 | 305.3 | 0.759 | 1935 | 41 | 0.708 | 0.788 | 11/11/2019 |
| 787621158 | Existing Customer | 33 | M | 2 | Unknown | Married | $60K - $80K | Blue | 25 | 6 | 3 | 3 | 6242.0 | 491 | 5751.0 | 1.054 | 2187 | 59 | 0.405 | 0.079 | 1/30/2020 |
| 716924058 | Existing Customer | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 6175.0 | 1166 | 5009.0 | 0.803 | 1417 | 25 | 0.250 | 0.189 | 5/14/2020 |
| 720916683 | Existing Customer | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 3 | 2 | 11806.0 | 1811 | 9995.0 | 0.754 | 1465 | 31 | 0.476 | 0.153 | 12/3/2021 |
| 720923658 | Existing Customer | 48 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 39 | 5 | 2 | 2 | 4734.0 | 954 | 3780.0 | 0.600 | 1570 | 45 | 0.452 | 0.202 | 6/19/2020 |
| 712710708 | Existing Customer | 55 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 0 | 6244.0 | 2517 | 3727.0 | 0.607 | 1445 | 40 | 0.290 | 0.403 | 11/19/2019 |
| 718939083 | Attrited Customer | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 3 | 1 | 3 | 1438.3 | 306 | 1132.3 | 1.035 | 694 | 15 | 0.364 | 0.213 | 9/15/2020 |
| 779519058 | Existing Customer | 51 | F | 3 | Post-Graduate | Divorced | Unknown | Platinum | 34 | 3 | 1 | 2 | 34516.0 | 1578 | 32938.0 | 0.725 | 1929 | 40 | 0.481 | 0.046 | 9/24/2022 |
| 719085933 | Existing Customer | 35 | M | 3 | Graduate | Single | $80K - $120K | Blue | 24 | 4 | 1 | 2 | 23561.0 | 864 | 22697.0 | 1.373 | 2447 | 64 | 1.000 | 0.037 | 10/20/2021 |
| 715124958 | Existing Customer | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 24742.0 | 1676 | 23066.0 | 0.566 | 1306 | 31 | 0.550 | 0.068 | 4/17/2022 |
| 712979133 | Attrited Customer | 55 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 27560.0 | 900 | 26660.0 | 1.031 | 646 | 10 | 0.250 | 0.033 | 9/3/2022 |
| 712006308 | Existing Customer | 45 | F | 0 | College | Divorced | Less than $40K | Blue | 35 | 6 | 1 | 3 | 5923.0 | 1686 | 4237.0 | 0.702 | 1236 | 35 | 0.591 | 0.285 | 5/2/2021 |
| 710801133 | Existing Customer | 34 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 8581.0 | 2326 | 6255.0 | 1.226 | 2513 | 63 | 0.615 | 0.271 | 8/25/2022 |
| 712490283 | Existing Customer | 55 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 3156.0 | 2517 | 639.0 | 1.516 | 2091 | 48 | 0.778 | 0.798 | 12/5/2020 |
| 720071583 | Attrited Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 7151.0 | 800 | 6351.0 | 0.986 | 854 | 22 | 0.375 | 0.112 | 6/11/2021 |
| 717958833 | Existing Customer | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 35 | 5 | 1 | 2 | 1535.0 | 700 | 835.0 | 2.282 | 1848 | 25 | 1.083 | 0.456 | 7/12/2019 |
| 812420358 | Attrited Customer | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 3 | 3 | 3 | 2122.0 | 554 | 1568.0 | 0.857 | 949 | 17 | 0.133 | 0.261 | 2/20/2022 |
| 712370208 | Existing Customer | 48 | M | 1 | Uneducated | Unknown | $60K - $80K | Blue | 35 | 3 | 2 | 2 | 17131.0 | 1213 | 15918.0 | 0.604 | 1371 | 37 | 0.423 | 0.071 | 3/17/2021 |
| 715940358 | Existing Customer | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 6 | 2 | 2 | 5822.0 | 2387 | 3435.0 | 0.760 | 1804 | 49 | 0.750 | 0.410 | 12/29/2019 |
| 715041333 | Existing Customer | 39 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 29 | 3 | 1 | 3 | 3537.0 | 2517 | 1020.0 | 1.021 | 1605 | 43 | 0.344 | 0.712 | 4/20/2020 |
| 712797258 | Existing Customer | 43 | M | 3 | Graduate | Married | $120K + | Blue | 33 | 3 | 1 | 3 | 34516.0 | 2129 | 32387.0 | 0.587 | 1463 | 38 | 0.583 | 0.062 | 2/3/2021 |
| 769170558 | Existing Customer | 53 | M | 3 | Graduate | Single | $60K - $80K | Blue | 47 | 6 | 4 | 3 | 16320.0 | 0 | 16320.0 | 0.757 | 1279 | 41 | 0.708 | 0.000 | 10/6/2021 |
| 715884858 | Existing Customer | 38 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 2407.0 | 843 | 1564.0 | 1.008 | 1470 | 28 | 0.400 | 0.350 | 5/2/2022 |
| 796343058 | Existing Customer | 49 | F | 2 | High School | Single | Less than $40K | Blue | 43 | 4 | 1 | 2 | 3538.0 | 0 | 3538.0 | 0.481 | 1265 | 38 | 0.462 | 0.000 | 5/16/2019 |
| 783910008 | Existing Customer | 37 | F | 0 | Unknown | Married | Less than $40K | Blue | 31 | 5 | 2 | 2 | 2684.0 | 1381 | 1303.0 | 0.794 | 2002 | 60 | 0.429 | 0.515 | 7/13/2022 |
| 718888308 | Existing Customer | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.741 | 1475 | 33 | 0.833 | 0.073 | 12/12/2022 |
| 785114808 | Existing Customer | 46 | M | 2 | Post-Graduate | Single | $40K - $60K | Silver | 40 | 4 | 2 | 2 | 15459.0 | 0 | 15459.0 | 0.789 | 1419 | 30 | 0.667 | 0.000 | 8/16/2019 |
| 709852908 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 4307.0 | 0 | 4307.0 | 0.745 | 1628 | 37 | 0.542 | 0.000 | 1/6/2022 |
| 823528833 | Existing Customer | 50 | F | 1 | Unknown | Single | Less than $40K | Blue | 46 | 4 | 2 | 3 | 2081.0 | 1235 | 846.0 | 1.485 | 1337 | 29 | 1.071 | 0.593 | 4/15/2021 |
| 719679858 | Existing Customer | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 47 | 3 | 2 | 2 | 2848.0 | 1468 | 1380.0 | 0.517 | 1135 | 27 | 0.421 | 0.515 | 12/4/2020 |
| 827108583 | Existing Customer | 55 | M | 3 | High School | Single | $120K + | Blue | 51 | 3 | 1 | 3 | 34516.0 | 1266 | 33250.0 | 0.846 | 1161 | 26 | 0.368 | 0.037 | 3/28/2022 |
| 787833333 | Existing Customer | 44 | M | 3 | College | Unknown | $80K - $120K | Blue | 35 | 6 | 1 | 2 | 6361.0 | 1292 | 5069.0 | 1.027 | 1571 | 38 | 0.520 | 0.203 | 11/24/2020 |
| 719781183 | Existing Customer | 57 | M | 4 | High School | Married | $80K - $120K | Blue | 38 | 4 | 1 | 3 | 15428.0 | 1553 | 13875.0 | 0.747 | 1916 | 40 | 0.538 | 0.101 | 12/1/2021 |
| 710429358 | Existing Customer | 57 | M | 1 | High School | Married | $40K - $60K | Blue | 48 | 5 | 1 | 3 | 2544.0 | 1927 | 617.0 | 0.939 | 1346 | 30 | 0.364 | 0.757 | 5/6/2020 |
| 798792408 | Attrited Customer | 48 | M | 3 | High School | Married | $80K - $120K | Blue | 42 | 1 | 1 | 3 | 9959.0 | 0 | 9959.0 | 0.688 | 805 | 24 | 0.143 | 0.000 | 8/16/2022 |
| 710280558 | Existing Customer | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 39 | 3 | 3 | 2 | 8796.0 | 2517 | 6279.0 | 0.492 | 1195 | 18 | 0.800 | 0.286 | 6/2/2022 |
| 809825358 | Existing Customer | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 48 | 6 | 1 | 3 | 3428.0 | 1566 | 1862.0 | 0.557 | 1155 | 34 | 0.545 | 0.457 | 10/13/2021 |
| 714451833 | Existing Customer | 45 | F | 1 | Doctorate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.597 | 1431 | 34 | 0.545 | 0.000 | 2/5/2021 |
| 713943783 | Existing Customer | 41 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 18001.0 | 906 | 17095.0 | 0.620 | 1194 | 25 | 0.471 | 0.050 | 5/22/2022 |
| 710706558 | Existing Customer | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 3 | 1 | 3 | 2680.0 | 1753 | 927.0 | 0.320 | 1154 | 33 | 0.571 | 0.654 | 12/31/2022 |
| 713620308 | Existing Customer | 46 | F | 2 | High School | Married | Less than $40K | Blue | 35 | 6 | 4 | 3 | 4675.0 | 1734 | 2941.0 | 0.413 | 1232 | 34 | 0.545 | 0.371 | 7/26/2019 |
| 813453408 | Existing Customer | 40 | F | 5 | College | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 2448.0 | 1693 | 755.0 | 0.502 | 1269 | 30 | 0.875 | 0.692 | 3/13/2021 |
| 818248383 | Existing Customer | 33 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 28 | 3 | 3 | 3 | 4049.0 | 0 | 4049.0 | 0.898 | 1742 | 35 | 1.500 | 0.000 | 5/26/2019 |
| 780106908 | Existing Customer | 53 | M | 1 | High School | Single | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 8154.0 | 996 | 7158.0 | 0.594 | 1379 | 26 | 1.000 | 0.122 | 3/27/2022 |
| 708938508 | Existing Customer | 63 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 4559.0 | 1571 | 2988.0 | 1.441 | 1870 | 35 | 0.842 | 0.345 | 11/23/2022 |
| 709671708 | Existing Customer | 61 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 19354.0 | 984 | 18370.0 | 0.956 | 1207 | 32 | 0.684 | 0.051 | 11/15/2020 |
| 711204483 | Attrited Customer | 56 | M | 4 | High School | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 2340.0 | 1930 | 410.0 | 0.987 | 781 | 15 | 0.364 | 0.825 | 10/25/2022 |
| 801728658 | Existing Customer | 53 | M | 2 | Graduate | Single | $60K - $80K | Blue | 47 | 6 | 3 | 0 | 13848.0 | 1389 | 12459.0 | 1.178 | 1773 | 38 | 0.407 | 0.100 | 6/24/2020 |
| 713945883 | Attrited Customer | 62 | F | 2 | Graduate | Married | Less than $40K | Blue | 52 | 4 | 2 | 2 | 2490.0 | 513 | 1977.0 | 0.678 | 864 | 20 | 0.333 | 0.206 | 1/3/2020 |
| 779558733 | Existing Customer | 50 | F | 4 | Unknown | Married | Unknown | Silver | 36 | 6 | 1 | 2 | 32156.0 | 1791 | 30365.0 | 0.906 | 1559 | 39 | 1.167 | 0.056 | 4/11/2021 |
| 788370258 | Existing Customer | 37 | M | 4 | Graduate | Married | $60K - $80K | Blue | 30 | 5 | 3 | 2 | 2578.0 | 2517 | 61.0 | 0.896 | 1830 | 64 | 0.524 | 0.976 | 5/26/2022 |
| 714927333 | Existing Customer | 62 | F | 0 | Graduate | Married | Unknown | Blue | 52 | 6 | 3 | 2 | 9050.0 | 1538 | 7512.0 | 0.770 | 1542 | 43 | 0.654 | 0.170 | 9/5/2021 |
| 710383158 | Existing Customer | 49 | M | 3 | Uneducated | Single | $80K - $120K | Silver | 41 | 4 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.499 | 1506 | 47 | 0.516 | 0.000 | 3/21/2020 |
| 798007308 | Existing Customer | 57 | F | 3 | High School | Married | Unknown | Blue | 51 | 6 | 1 | 0 | 8362.0 | 0 | 8362.0 | 0.528 | 1175 | 41 | 0.464 | 0.000 | 4/16/2021 |
| 711768858 | Existing Customer | 55 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 6514.0 | 2258 | 4256.0 | 0.785 | 1383 | 20 | 1.857 | 0.347 | 3/20/2020 |
| 714888633 | Existing Customer | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 3 | 3 | 4 | 4051.0 | 1183 | 2868.0 | 0.794 | 1837 | 57 | 0.629 | 0.292 | 3/18/2019 |
| 712650333 | Existing Customer | 48 | M | 3 | College | Married | $60K - $80K | Blue | 37 | 3 | 3 | 2 | 11959.0 | 1665 | 10294.0 | 0.675 | 1191 | 40 | 0.481 | 0.139 | 12/13/2022 |
| 719945433 | Existing Customer | 60 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 48 | 3 | 2 | 2 | 2070.0 | 0 | 2070.0 | 0.708 | 1793 | 53 | 0.963 | 0.000 | 4/16/2019 |
| 720310458 | Existing Customer | 46 | M | 1 | Unknown | Single | $120K + | Blue | 32 | 5 | 2 | 1 | 11840.0 | 1295 | 10545.0 | 0.840 | 1560 | 49 | 0.400 | 0.109 | 9/19/2021 |
| 718344033 | Existing Customer | 47 | M | 2 | College | Married | $120K + | Blue | 35 | 4 | 3 | 2 | 3636.0 | 1010 | 2626.0 | 0.596 | 1564 | 59 | 0.686 | 0.278 | 12/5/2022 |
| 715442958 | Existing Customer | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 11067.0 | 2517 | 8550.0 | 1.048 | 1843 | 38 | 1.235 | 0.227 | 1/16/2021 |
| 780326883 | Existing Customer | 53 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 3 | 11262.0 | 1435 | 9827.0 | 0.735 | 2165 | 61 | 0.649 | 0.127 | 5/17/2021 |
| 711157833 | Existing Customer | 56 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 1 | 0 | 5108.0 | 1656 | 3452.0 | 0.711 | 1631 | 41 | 0.323 | 0.324 | 4/19/2019 |
| 719704308 | Existing Customer | 56 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 2072.0 | 1543 | 529.0 | 0.486 | 1265 | 32 | 0.391 | 0.745 | 3/8/2021 |
| 708772308 | Existing Customer | 41 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 24 | 4 | 3 | 3 | 4119.0 | 1656 | 2463.0 | 0.561 | 1455 | 35 | 0.667 | 0.402 | 1/11/2021 |
| 817663908 | Existing Customer | 60 | F | 1 | Graduate | Married | $40K - $60K | Blue | 42 | 5 | 3 | 3 | 5903.0 | 1335 | 4568.0 | 0.914 | 1137 | 27 | 0.929 | 0.226 | 10/9/2019 |
| 780054258 | Existing Customer | 40 | M | 5 | Graduate | Unknown | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 7860.0 | 541 | 7319.0 | 0.764 | 1367 | 35 | 0.750 | 0.069 | 9/21/2021 |
| 709990983 | Existing Customer | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 5918.0 | 842 | 5076.0 | 0.560 | 1292 | 26 | 0.733 | 0.142 | 9/20/2020 |
| 818045958 | Existing Customer | 46 | M | 4 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 6741.0 | 1745 | 4996.0 | 0.559 | 1682 | 46 | 0.438 | 0.259 | 3/26/2020 |
| 716380683 | Existing Customer | 36 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 3880.0 | 1542 | 2338.0 | 1.015 | 1598 | 39 | 0.500 | 0.397 | 11/25/2019 |
| 787480158 | Existing Customer | 57 | F | 2 | Unknown | Married | Less than $40K | Blue | 45 | 4 | 2 | 0 | 2494.0 | 1639 | 855.0 | 0.858 | 1555 | 39 | 0.625 | 0.657 | 3/16/2019 |
| 778461408 | Existing Customer | 38 | M | 1 | High School | Married | $80K - $120K | Blue | 23 | 4 | 3 | 2 | 22149.0 | 987 | 21162.0 | 1.633 | 2409 | 36 | 0.800 | 0.045 | 12/9/2019 |
| 713861733 | Existing Customer | 50 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 34516.0 | 1542 | 32974.0 | 0.869 | 1770 | 65 | 0.585 | 0.045 | 1/18/2021 |
| 789291633 | Existing Customer | 62 | M | 0 | Graduate | Married | $60K - $80K | Blue | 51 | 3 | 2 | 0 | 5450.0 | 967 | 4483.0 | 0.701 | 1526 | 45 | 0.800 | 0.177 | 1/12/2020 |
| 789513858 | Attrited Customer | 43 | M | 3 | Unknown | Married | $40K - $60K | Blue | 35 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.694 | 891 | 28 | 0.400 | 0.000 | 9/16/2020 |
| 778357458 | Existing Customer | 44 | F | 5 | Unknown | Single | Less than $40K | Blue | 24 | 4 | 3 | 3 | 2003.0 | 1224 | 779.0 | 0.646 | 1756 | 42 | 0.355 | 0.611 | 12/25/2021 |
| 718325883 | Existing Customer | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 32 | 6 | 3 | 2 | 7723.0 | 1902 | 5821.0 | 1.181 | 1241 | 22 | 1.000 | 0.246 | 5/2/2020 |
| 720344658 | Existing Customer | 38 | M | 2 | College | Married | $80K - $120K | Blue | 23 | 4 | 1 | 1 | 18226.0 | 1847 | 16379.0 | 0.845 | 1681 | 43 | 0.870 | 0.101 | 10/25/2019 |
| 809292483 | Existing Customer | 44 | F | 4 | College | Married | Less than $40K | Blue | 39 | 4 | 2 | 2 | 8128.0 | 1846 | 6282.0 | 0.857 | 1224 | 32 | 0.778 | 0.227 | 8/31/2020 |
| 779791008 | Existing Customer | 43 | M | 3 | High School | Married | $80K - $120K | Blue | 32 | 6 | 2 | 3 | 5851.0 | 1660 | 4191.0 | 0.786 | 1572 | 38 | 0.520 | 0.284 | 11/8/2019 |
| 779557533 | Existing Customer | 54 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 10260.0 | 942 | 9318.0 | 1.042 | 1566 | 50 | 0.562 | 0.092 | 5/19/2022 |
| 795904233 | Existing Customer | 38 | F | 3 | Unknown | Single | Unknown | Blue | 32 | 5 | 1 | 0 | 26945.0 | 727 | 26218.0 | 0.687 | 1579 | 40 | 0.600 | 0.027 | 7/1/2021 |
| 710573808 | Existing Customer | 55 | M | 2 | Unknown | Single | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 2243.0 | 1418 | 825.0 | 0.390 | 1334 | 31 | 0.409 | 0.632 | 6/9/2022 |
| 717418158 | Existing Customer | 42 | M | 5 | Unknown | Unknown | $120K + | Blue | 36 | 4 | 1 | 2 | 34516.0 | 1839 | 32677.0 | 0.690 | 1230 | 34 | 0.889 | 0.053 | 12/9/2021 |
| 771963708 | Attrited Customer | 56 | M | 3 | Unknown | Married | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 12248.0 | 0 | 12248.0 | 0.894 | 767 | 25 | 0.562 | 0.000 | 6/6/2019 |
| 712433508 | Attrited Customer | 59 | F | 1 | Unknown | Married | Unknown | Blue | 50 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.570 | 724 | 16 | 0.231 | 0.000 | 12/7/2021 |
| 779320983 | Existing Customer | 46 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 19843.0 | 1178 | 18665.0 | 0.909 | 1638 | 49 | 0.633 | 0.059 | 8/18/2022 |
| 718093233 | Existing Customer | 55 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2163.0 | 0 | 2163.0 | 0.816 | 1349 | 47 | 0.880 | 0.000 | 2/16/2019 |
| 719459358 | Existing Customer | 52 | M | 1 | Doctorate | Married | $120K + | Blue | 41 | 4 | 2 | 2 | 33864.0 | 989 | 32875.0 | 1.219 | 1751 | 48 | 0.920 | 0.029 | 3/17/2019 |
| 717728808 | Existing Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 1 | 2 | 4531.0 | 1214 | 3317.0 | 0.813 | 1414 | 40 | 0.333 | 0.268 | 10/10/2019 |
| 788701608 | Existing Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 2 | 3 | 2950.0 | 1705 | 1245.0 | 0.605 | 1260 | 32 | 0.600 | 0.578 | 9/12/2021 |
| 778506633 | Attrited Customer | 43 | F | 4 | College | Married | Less than $40K | Blue | 23 | 6 | 2 | 3 | 7706.0 | 392 | 7314.0 | 0.764 | 965 | 27 | 0.421 | 0.051 | 8/9/2022 |
| 719989008 | Existing Customer | 47 | F | 1 | High School | Unknown | Unknown | Blue | 36 | 5 | 1 | 0 | 25657.0 | 2216 | 23441.0 | 0.856 | 1121 | 25 | 0.667 | 0.086 | 6/8/2020 |
| 791839233 | Existing Customer | 42 | F | 4 | Unknown | Divorced | Unknown | Blue | 36 | 5 | 3 | 2 | 17536.0 | 1525 | 16011.0 | 0.859 | 1411 | 28 | 0.474 | 0.087 | 4/7/2020 |
| 716918508 | Existing Customer | 39 | M | 1 | College | Single | $40K - $60K | Blue | 24 | 4 | 3 | 3 | 3770.0 | 1197 | 2573.0 | 0.621 | 1602 | 49 | 0.441 | 0.318 | 11/2/2021 |
| 717321783 | Existing Customer | 50 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 45 | 5 | 2 | 2 | 10344.0 | 1274 | 9070.0 | 0.445 | 1617 | 47 | 0.424 | 0.123 | 3/8/2020 |
| 799000008 | Existing Customer | 57 | M | 2 | Post-Graduate | Divorced | $120K + | Blue | 51 | 4 | 1 | 1 | 26437.0 | 1472 | 24965.0 | 0.742 | 1244 | 36 | 0.500 | 0.056 | 8/13/2019 |
| 721517208 | Existing Customer | 41 | M | 4 | Unknown | Married | Less than $40K | Blue | 30 | 4 | 6 | 1 | 2450.0 | 1967 | 483.0 | 0.589 | 1263 | 29 | 0.611 | 0.803 | 3/31/2021 |
| 719068683 | Existing Customer | 52 | F | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 3136.0 | 1864 | 1272.0 | 0.693 | 1036 | 25 | 0.250 | 0.594 | 12/16/2020 |
| 709120008 | Existing Customer | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 6976.0 | 0 | 6976.0 | 0.519 | 1217 | 39 | 1.438 | 0.000 | 7/22/2021 |
| 709117533 | Existing Customer | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 21134.0 | 1508 | 19626.0 | 0.505 | 1556 | 35 | 0.842 | 0.071 | 6/18/2020 |
| 816594183 | Existing Customer | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 53 | 6 | 2 | 3 | 2019.0 | 1380 | 639.0 | 1.158 | 2005 | 62 | 0.590 | 0.684 | 12/27/2020 |
| 789485433 | Existing Customer | 42 | M | 4 | College | Married | $80K - $120K | Blue | 34 | 3 | 2 | 3 | 34516.0 | 668 | 33848.0 | 0.678 | 1698 | 67 | 0.763 | 0.019 | 8/22/2022 |
| 712881483 | Existing Customer | 55 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 5 | 3 | 3 | 9959.0 | 1890 | 8069.0 | 1.043 | 2041 | 45 | 0.875 | 0.190 | 1/7/2022 |
| 712689333 | Existing Customer | 38 | M | 2 | Unknown | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 20241.0 | 1203 | 19038.0 | 0.660 | 1102 | 31 | 0.632 | 0.059 | 3/22/2021 |
| 771492408 | Existing Customer | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 3 | 1 | 2 | 2421.0 | 1747 | 674.0 | 0.691 | 1346 | 30 | 1.308 | 0.722 | 4/21/2022 |
| 711668283 | Existing Customer | 48 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 37 | 5 | 6 | 3 | 30948.0 | 2404 | 28544.0 | 0.609 | 1511 | 35 | 0.207 | 0.078 | 1/17/2019 |
| 772684833 | Existing Customer | 32 | F | 1 | Unknown | Married | Less than $40K | Blue | 22 | 3 | 3 | 2 | 2642.0 | 2035 | 607.0 | 1.119 | 1761 | 42 | 0.909 | 0.770 | 8/8/2022 |
| 712960308 | Existing Customer | 33 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 1 | 1 | 8070.0 | 2350 | 5720.0 | 1.030 | 2117 | 61 | 0.649 | 0.291 | 9/21/2021 |
| 713530833 | Attrited Customer | 58 | M | 2 | Graduate | Married | $40K - $60K | Blue | 48 | 2 | 3 | 3 | 4085.0 | 2238 | 1847.0 | 0.568 | 596 | 15 | 0.500 | 0.548 | 11/20/2019 |
| 756065433 | Existing Customer | 26 | M | 0 | Unknown | Single | $40K - $60K | Blue | 19 | 5 | 2 | 2 | 2187.0 | 1597 | 590.0 | 0.777 | 2560 | 46 | 0.314 | 0.730 | 8/12/2022 |
| 710997183 | Existing Customer | 46 | M | 0 | Unknown | Married | $60K - $80K | Gold | 36 | 3 | 3 | 2 | 34516.0 | 1092 | 33424.0 | 0.737 | 1409 | 39 | 0.345 | 0.032 | 1/20/2019 |
| 711146358 | Existing Customer | 39 | F | 1 | Graduate | Married | Unknown | Blue | 29 | 4 | 3 | 2 | 3358.0 | 1758 | 1600.0 | 0.723 | 1759 | 33 | 0.737 | 0.524 | 10/4/2020 |
| 716144058 | Existing Customer | 36 | F | 1 | College | Single | $40K - $60K | Blue | 25 | 6 | 3 | 3 | 1888.0 | 0 | 1888.0 | 0.928 | 1886 | 66 | 0.650 | 0.000 | 5/18/2019 |
| 778699908 | Attrited Customer | 43 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 24 | 2 | 3 | 3 | 14447.0 | 0 | 14447.0 | 0.856 | 915 | 29 | 2.222 | 0.000 | 1/28/2020 |
| 713571258 | Existing Customer | 45 | M | 2 | Unknown | Single | $60K - $80K | Silver | 26 | 6 | 3 | 2 | 32349.0 | 1630 | 30719.0 | 0.646 | 1343 | 41 | 0.519 | 0.050 | 10/24/2021 |
| 711676908 | Existing Customer | 51 | F | 3 | College | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 12605.0 | 1449 | 11156.0 | 0.703 | 1870 | 56 | 0.647 | 0.115 | 10/26/2019 |
| 719315508 | Existing Customer | 62 | F | 0 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2964.0 | 2400 | 564.0 | 1.296 | 1557 | 25 | 1.778 | 0.810 | 6/21/2019 |
| 778623858 | Existing Customer | 58 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 3785.0 | 1935 | 1850.0 | 1.558 | 1824 | 49 | 1.450 | 0.511 | 6/14/2021 |
| 714665733 | Existing Customer | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 1 | 0 | 2727.0 | 834 | 1893.0 | 0.568 | 1294 | 26 | 0.444 | 0.306 | 2/16/2022 |
| 816089433 | Existing Customer | 49 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 44 | 3 | 1 | 1 | 3343.0 | 1581 | 1762.0 | 1.146 | 1545 | 31 | 0.824 | 0.473 | 11/20/2021 |
| 716991933 | Attrited Customer | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 6 | 3 | 1 | 9786.0 | 0 | 9786.0 | 0.701 | 820 | 25 | 0.562 | 0.000 | 11/8/2019 |
| 714534108 | Existing Customer | 45 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 4 | 1 | 3 | 6407.0 | 1884 | 4523.0 | 0.678 | 1675 | 47 | 0.469 | 0.294 | 7/13/2022 |
| 787456608 | Existing Customer | 29 | M | 2 | High School | Married | $80K - $120K | Blue | 15 | 6 | 2 | 2 | 4158.0 | 1635 | 2523.0 | 0.778 | 1678 | 37 | 0.542 | 0.393 | 1/21/2021 |
| 717090183 | Existing Customer | 60 | M | 1 | Doctorate | Married | $120K + | Blue | 50 | 6 | 1 | 2 | 21697.0 | 2144 | 19553.0 | 0.654 | 2117 | 48 | 0.655 | 0.099 | 1/25/2021 |
| 772782708 | Existing Customer | 50 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 5 | 2 | 2 | 31383.0 | 1688 | 29695.0 | 0.765 | 1721 | 56 | 0.750 | 0.054 | 12/23/2020 |
| 710722908 | Existing Customer | 53 | M | 3 | Doctorate | Single | $120K + | Blue | 36 | 3 | 1 | 0 | 30883.0 | 1694 | 29189.0 | 0.860 | 1267 | 23 | 0.533 | 0.055 | 12/31/2021 |
| 795155433 | Existing Customer | 45 | M | 3 | Unknown | Married | $80K - $120K | Blue | 38 | 6 | 3 | 1 | 12918.0 | 1345 | 11573.0 | 1.061 | 1562 | 33 | 1.200 | 0.104 | 3/29/2022 |
| 715271733 | Existing Customer | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 3 | 0 | 8520.0 | 814 | 7706.0 | 0.504 | 1193 | 35 | 0.346 | 0.096 | 3/13/2022 |
| 771706308 | Existing Customer | 46 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 14310.0 | 694 | 13616.0 | 0.558 | 1254 | 34 | 0.478 | 0.048 | 7/17/2021 |
| 713989233 | Existing Customer | 61 | M | 0 | Post-Graduate | Married | Unknown | Blue | 53 | 6 | 2 | 3 | 14434.0 | 1927 | 12507.0 | 2.675 | 1731 | 32 | 3.571 | 0.134 | 9/2/2020 |
| 780198258 | Existing Customer | 46 | M | 4 | College | Single | $120K + | Blue | 36 | 5 | 2 | 1 | 7793.0 | 1705 | 6088.0 | 0.597 | 1099 | 39 | 0.696 | 0.219 | 7/7/2019 |
| 802002858 | Attrited Customer | 62 | F | 1 | High School | Married | Unknown | Blue | 56 | 2 | 1 | 2 | 8990.0 | 0 | 8990.0 | 0.935 | 747 | 19 | 0.583 | 0.000 | 7/11/2019 |
| 716290233 | Existing Customer | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 4343.0 | 0 | 4343.0 | 0.563 | 1352 | 35 | 0.944 | 0.000 | 4/20/2022 |
| 828298908 | Existing Customer | 54 | M | 4 | Graduate | Married | $120K + | Blue | 50 | 4 | 2 | 0 | 2872.0 | 2035 | 837.0 | 0.613 | 1770 | 47 | 0.741 | 0.709 | 9/29/2021 |
| 788946783 | Existing Customer | 50 | M | 2 | Unknown | Single | $120K + | Blue | 36 | 5 | 1 | 3 | 9697.0 | 0 | 9697.0 | 0.759 | 1812 | 50 | 0.923 | 0.000 | 4/17/2022 |
| 720697908 | Existing Customer | 35 | M | 2 | High School | Married | $40K - $60K | Blue | 21 | 3 | 3 | 1 | 2967.0 | 1843 | 1124.0 | 0.681 | 1673 | 58 | 0.526 | 0.621 | 2/12/2019 |
| 780598383 | Existing Customer | 35 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 23 | 4 | 3 | 2 | 2148.0 | 1545 | 603.0 | 0.682 | 2167 | 65 | 0.512 | 0.719 | 11/15/2019 |
| 715345833 | Existing Customer | 36 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 1 | 6116.0 | 2517 | 3599.0 | 0.691 | 2369 | 56 | 0.750 | 0.412 | 2/21/2019 |
| 710831133 | Existing Customer | 42 | M | 3 | Unknown | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 18085.0 | 1487 | 16598.0 | 0.792 | 1582 | 47 | 1.043 | 0.082 | 11/17/2019 |
| 766706358 | Existing Customer | 39 | F | 2 | Unknown | Married | Less than $40K | Blue | 32 | 6 | 3 | 0 | 2524.0 | 1395 | 1129.0 | 1.048 | 1800 | 33 | 0.500 | 0.553 | 1/17/2021 |
| 816533733 | Existing Customer | 50 | M | 1 | Unknown | Married | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 33951.0 | 0 | 33951.0 | 0.822 | 1567 | 44 | 0.467 | 0.000 | 7/28/2021 |
| 712373208 | Attrited Customer | 43 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 3312.0 | 0 | 3312.0 | 0.698 | 647 | 19 | 0.462 | 0.000 | 7/26/2019 |
| 721433283 | Existing Customer | 39 | F | 1 | High School | Single | $40K - $60K | Blue | 20 | 3 | 2 | 2 | 9956.0 | 1117 | 8839.0 | 0.515 | 1447 | 39 | 0.696 | 0.112 | 8/22/2021 |
| 720680058 | Existing Customer | 47 | M | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3888.0 | 1663 | 2225.0 | 0.664 | 1145 | 37 | 0.423 | 0.428 | 7/30/2019 |
| 716909283 | Existing Customer | 60 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 48 | 3 | 1 | 3 | 30655.0 | 0 | 30655.0 | 0.475 | 3280 | 78 | 0.625 | 0.000 | 11/22/2020 |
| 754654383 | Existing Customer | 30 | M | 2 | High School | Married | Less than $40K | Blue | 23 | 4 | 2 | 0 | 2997.0 | 1393 | 1604.0 | 1.120 | 1577 | 35 | 0.522 | 0.465 | 4/11/2021 |
| 719226333 | Existing Customer | 44 | M | 4 | Unknown | Single | $60K - $80K | Blue | 24 | 5 | 3 | 2 | 11042.0 | 2211 | 8831.0 | 0.897 | 1140 | 25 | 0.786 | 0.200 | 6/7/2020 |
| 779759058 | Existing Customer | 52 | M | 0 | Graduate | Single | $120K + | Blue | 41 | 6 | 3 | 2 | 3386.0 | 1794 | 1592.0 | 0.671 | 1736 | 40 | 1.105 | 0.530 | 8/31/2019 |
| 718206783 | Existing Customer | 45 | F | 4 | Unknown | Single | Less than $40K | Gold | 36 | 6 | 1 | 3 | 15987.0 | 1648 | 14339.0 | 0.732 | 1436 | 36 | 1.250 | 0.103 | 6/7/2020 |
| 715783758 | Existing Customer | 40 | M | 4 | Graduate | Divorced | $120K + | Blue | 30 | 5 | 3 | 3 | 25188.0 | 1295 | 23893.0 | 0.557 | 1513 | 38 | 0.583 | 0.051 | 10/5/2022 |
| 771190083 | Existing Customer | 36 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 23 | 6 | 2 | 1 | 2410.0 | 1705 | 705.0 | 0.798 | 2505 | 69 | 0.568 | 0.707 | 9/21/2019 |
| 713135883 | Existing Customer | 65 | F | 0 | High School | Married | Unknown | Blue | 53 | 4 | 3 | 0 | 4315.0 | 717 | 3598.0 | 0.808 | 1723 | 51 | 0.500 | 0.166 | 12/10/2022 |
| 778799583 | Existing Customer | 35 | F | 0 | Unknown | Married | Less than $40K | Blue | 24 | 6 | 1 | 1 | 2592.0 | 2227 | 365.0 | 0.633 | 1695 | 48 | 0.548 | 0.859 | 10/16/2020 |
| 808796208 | Existing Customer | 54 | F | 2 | Unknown | Divorced | $40K - $60K | Blue | 49 | 5 | 3 | 2 | 5476.0 | 2517 | 2959.0 | 0.967 | 1532 | 44 | 0.692 | 0.460 | 1/12/2020 |
| 708313608 | Existing Customer | 53 | M | 3 | Unknown | Married | $80K - $120K | Blue | 43 | 5 | 3 | 0 | 2464.0 | 2116 | 348.0 | 0.744 | 2110 | 43 | 1.048 | 0.859 | 12/29/2019 |
| 779330208 | Existing Customer | 62 | F | 1 | College | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2378.0 | 1610 | 768.0 | 0.448 | 1807 | 45 | 0.607 | 0.677 | 7/30/2021 |
| 794498733 | Existing Customer | 40 | M | 2 | Unknown | Single | $120K + | Blue | 21 | 6 | 4 | 3 | 20056.0 | 1602 | 18454.0 | 0.466 | 1687 | 46 | 0.533 | 0.080 | 9/3/2020 |
| 807964908 | Existing Customer | 41 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 8013.0 | 2025 | 5988.0 | 0.789 | 1481 | 45 | 0.452 | 0.253 | 8/3/2019 |
| 823845783 | Existing Customer | 53 | M | 2 | Unknown | Married | $120K + | Blue | 49 | 6 | 2 | 3 | 3386.0 | 1984 | 1402.0 | 0.573 | 1318 | 37 | 0.194 | 0.586 | 7/24/2022 |
| 711748983 | Existing Customer | 30 | M | 1 | High School | Married | $60K - $80K | Blue | 17 | 3 | 3 | 2 | 7906.0 | 1631 | 6275.0 | 0.889 | 1946 | 45 | 0.552 | 0.206 | 9/28/2019 |
| 718064283 | Existing Customer | 46 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 4 | 3 | 0 | 11501.0 | 713 | 10788.0 | 0.840 | 1481 | 41 | 0.519 | 0.062 | 4/23/2022 |
| 710492733 | Existing Customer | 29 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 19 | 4 | 1 | 2 | 13632.0 | 1482 | 12150.0 | 0.893 | 2168 | 42 | 2.500 | 0.109 | 11/25/2021 |
| 779016408 | Existing Customer | 37 | F | 3 | Uneducated | Married | Less than $40K | Blue | 27 | 6 | 1 | 3 | 2229.0 | 1791 | 438.0 | 1.139 | 1583 | 32 | 0.600 | 0.803 | 10/19/2019 |
| 717787533 | Existing Customer | 51 | F | 1 | High School | Married | Less than $40K | Blue | 40 | 4 | 1 | 1 | 5158.0 | 2190 | 2968.0 | 0.426 | 1229 | 34 | 0.478 | 0.425 | 9/25/2022 |
| 714851058 | Existing Customer | 31 | M | 0 | Graduate | Married | $40K - $60K | Blue | 21 | 3 | 3 | 0 | 2158.0 | 1729 | 429.0 | 1.100 | 1718 | 42 | 0.448 | 0.801 | 12/18/2022 |
| 823535133 | Existing Customer | 45 | M | 2 | Uneducated | Unknown | $80K - $120K | Blue | 41 | 6 | 2 | 2 | 23271.0 | 1262 | 22009.0 | 0.718 | 1402 | 34 | 0.889 | 0.054 | 4/9/2019 |
| 708455883 | Attrited Customer | 57 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 10244.0 | 861 | 9383.0 | 0.780 | 1127 | 29 | 0.381 | 0.084 | 8/26/2019 |
| 780095808 | Existing Customer | 43 | M | 3 | Unknown | Divorced | $60K - $80K | Blue | 30 | 3 | 2 | 1 | 2588.0 | 1669 | 919.0 | 0.788 | 1053 | 31 | 0.550 | 0.645 | 9/12/2022 |
| 709207458 | Existing Customer | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 10747.0 | 1603 | 9144.0 | 0.471 | 1340 | 25 | 0.923 | 0.149 | 5/2/2020 |
| 763895958 | Attrited Customer | 53 | M | 2 | High School | Married | $120K + | Blue | 46 | 4 | 3 | 1 | 7474.0 | 0 | 7474.0 | 0.858 | 732 | 21 | 0.615 | 0.000 | 8/8/2019 |
| 715942683 | Existing Customer | 32 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3555.0 | 0 | 3555.0 | 0.813 | 2346 | 71 | 0.651 | 0.000 | 5/25/2020 |
| 721301733 | Existing Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 22140.0 | 733 | 21407.0 | 0.987 | 1580 | 45 | 0.667 | 0.033 | 5/1/2022 |
| 711927108 | Attrited Customer | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 4 | 9457.0 | 350 | 9107.0 | 1.024 | 1196 | 28 | 0.333 | 0.037 | 6/17/2022 |
| 718083483 | Existing Customer | 42 | M | 3 | Uneducated | Unknown | Less than $40K | Blue | 35 | 4 | 5 | 0 | 6218.0 | 2134 | 4084.0 | 1.250 | 2086 | 50 | 0.786 | 0.343 | 4/28/2019 |
| 717548358 | Existing Customer | 38 | F | 1 | College | Married | Less than $40K | Blue | 25 | 3 | 3 | 1 | 2580.0 | 2265 | 315.0 | 0.824 | 1665 | 57 | 0.629 | 0.878 | 5/27/2022 |
| 816829608 | Existing Customer | 44 | M | 2 | Unknown | Married | $80K - $120K | Blue | 39 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.871 | 1495 | 39 | 0.393 | 0.000 | 3/7/2022 |
| 713936583 | Existing Customer | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 43 | 6 | 3 | 1 | 6224.0 | 1892 | 4332.0 | 0.983 | 2187 | 58 | 0.657 | 0.304 | 2/28/2022 |
| 709682658 | Existing Customer | 37 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 3093.0 | 2517 | 576.0 | 0.855 | 1371 | 23 | 0.917 | 0.814 | 2/4/2019 |
| 793889508 | Existing Customer | 48 | F | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 4 | 3 | 3 | 4076.0 | 0 | 4076.0 | 0.808 | 1235 | 37 | 0.682 | 0.000 | 4/10/2020 |
| 714648933 | Existing Customer | 55 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 3 | 2 | 0 | 4861.0 | 1123 | 3738.0 | 0.938 | 1556 | 40 | 0.538 | 0.231 | 10/24/2020 |
| 711556533 | Existing Customer | 43 | F | 1 | Graduate | Unknown | Unknown | Blue | 36 | 6 | 3 | 3 | 9851.0 | 0 | 9851.0 | 1.034 | 1212 | 24 | 0.600 | 0.000 | 2/14/2020 |
| 717420333 | Existing Customer | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 7349.0 | 2517 | 4832.0 | 0.877 | 2701 | 60 | 0.714 | 0.342 | 11/4/2020 |
| 768921933 | Existing Customer | 34 | M | 2 | High School | Married | $60K - $80K | Blue | 28 | 3 | 3 | 3 | 2853.0 | 2420 | 433.0 | 0.858 | 1750 | 47 | 0.808 | 0.848 | 4/13/2021 |
| 714311583 | Existing Customer | 46 | F | 4 | Graduate | Single | Unknown | Blue | 36 | 4 | 3 | 2 | 17023.0 | 1084 | 15939.0 | 0.928 | 1610 | 43 | 0.387 | 0.064 | 11/7/2020 |
| 717707133 | Existing Customer | 32 | M | 1 | Unknown | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 10060.0 | 2322 | 7738.0 | 0.894 | 2184 | 63 | 1.032 | 0.231 | 12/25/2019 |
| 716043258 | Existing Customer | 53 | M | 3 | Unknown | Married | $40K - $60K | Blue | 41 | 6 | 1 | 2 | 1595.0 | 870 | 725.0 | 0.694 | 1745 | 41 | 0.577 | 0.545 | 3/17/2020 |
| 716343408 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 38 | 3 | 2 | 1 | 8475.0 | 1385 | 7090.0 | 0.611 | 1381 | 40 | 0.481 | 0.163 | 10/27/2020 |
| 718909158 | Existing Customer | 38 | M | 1 | College | Married | Less than $40K | Blue | 25 | 6 | 3 | 3 | 5559.0 | 658 | 4901.0 | 0.627 | 1793 | 37 | 0.947 | 0.118 | 5/11/2020 |
| 719471433 | Existing Customer | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 22 | 3 | 3 | 2 | 2917.0 | 2127 | 790.0 | 1.074 | 1831 | 36 | 1.000 | 0.729 | 8/14/2022 |
| 712763808 | Existing Customer | 38 | M | 2 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 6692.0 | 2037 | 4655.0 | 0.401 | 1468 | 36 | 0.241 | 0.304 | 1/28/2019 |
| 711147483 | Attrited Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 2 | 2 | 3 | 8551.0 | 1067 | 7484.0 | 0.931 | 1097 | 32 | 0.778 | 0.125 | 6/14/2019 |
| 719788833 | Existing Customer | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 10569.0 | 0 | 10569.0 | 0.838 | 1682 | 44 | 1.000 | 0.000 | 1/2/2021 |
| 715168983 | Existing Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 7051.0 | 0 | 7051.0 | 0.527 | 1451 | 37 | 0.194 | 0.000 | 8/20/2022 |
| 714306258 | Existing Customer | 56 | M | 1 | College | Married | $60K - $80K | Blue | 46 | 3 | 2 | 1 | 10117.0 | 2242 | 7875.0 | 0.662 | 1509 | 44 | 0.467 | 0.222 | 6/21/2020 |
| 713828208 | Existing Customer | 47 | M | 2 | Uneducated | Unknown | $60K - $80K | Blue | 36 | 6 | 2 | 1 | 8311.0 | 0 | 8311.0 | 0.584 | 1895 | 57 | 0.425 | 0.000 | 10/14/2019 |
| 710574558 | Existing Customer | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 41 | 5 | 3 | 2 | 26442.0 | 1642 | 24800.0 | 0.651 | 1403 | 40 | 0.429 | 0.062 | 5/30/2022 |
| 710947683 | Existing Customer | 64 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 3 | 1 | 4920.0 | 1142 | 3778.0 | 0.507 | 1420 | 31 | 0.348 | 0.232 | 3/17/2020 |
| 711113958 | Existing Customer | 37 | F | 3 | Unknown | Married | Less than $40K | Blue | 25 | 6 | 2 | 1 | 1438.3 | 674 | 764.3 | 2.180 | 1717 | 31 | 0.722 | 0.469 | 11/1/2020 |
| 718923858 | Existing Customer | 42 | M | 1 | College | Married | $60K - $80K | Silver | 29 | 5 | 2 | 2 | 26750.0 | 1204 | 25546.0 | 0.428 | 1131 | 29 | 0.318 | 0.045 | 4/4/2019 |
| 752666508 | Existing Customer | 41 | M | 4 | College | Married | $80K - $120K | Silver | 34 | 4 | 3 | 3 | 34516.0 | 1347 | 33169.0 | 0.801 | 1005 | 22 | 1.000 | 0.039 | 9/23/2022 |
| 712672083 | Existing Customer | 65 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1438.3 | 747 | 691.3 | 0.491 | 948 | 24 | 0.714 | 0.519 | 1/31/2021 |
| 719863758 | Existing Customer | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 2 | 2 | 1869.0 | 758 | 1111.0 | 0.910 | 1549 | 34 | 0.478 | 0.406 | 6/18/2019 |
| 720990183 | Attrited Customer | 54 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 14539.0 | 0 | 14539.0 | 0.907 | 965 | 26 | 0.529 | 0.000 | 6/3/2020 |
| 720718908 | Existing Customer | 46 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 5 | 1 | 3 | 26977.0 | 1961 | 25016.0 | 0.641 | 1958 | 41 | 1.050 | 0.073 | 1/27/2019 |
| 721250358 | Existing Customer | 50 | M | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 5426.0 | 1478 | 3948.0 | 0.664 | 1266 | 22 | 0.571 | 0.272 | 9/11/2021 |
| 779773533 | Existing Customer | 50 | F | 3 | Unknown | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 7623.0 | 2517 | 5106.0 | 1.007 | 1367 | 29 | 1.071 | 0.330 | 3/26/2021 |
| 708249708 | Existing Customer | 48 | F | 1 | Doctorate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 4844.0 | 1576 | 3268.0 | 0.809 | 1489 | 48 | 0.600 | 0.325 | 11/6/2021 |
| 713967783 | Existing Customer | 62 | F | 0 | Unknown | Married | Unknown | Blue | 52 | 6 | 1 | 1 | 2683.0 | 1707 | 976.0 | 1.254 | 1582 | 33 | 0.941 | 0.636 | 4/10/2021 |
| 779506158 | Existing Customer | 39 | F | 1 | College | Married | Less than $40K | Blue | 22 | 3 | 1 | 2 | 3214.0 | 2257 | 957.0 | 1.279 | 2516 | 42 | 0.750 | 0.702 | 11/18/2019 |
| 759823158 | Existing Customer | 46 | M | 1 | Unknown | Married | $60K - $80K | Blue | 39 | 4 | 3 | 3 | 5374.0 | 2324 | 3050.0 | 0.423 | 1557 | 49 | 0.400 | 0.432 | 11/8/2019 |
| 716608608 | Attrited Customer | 41 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 8004.0 | 1452 | 6552.0 | 0.929 | 1084 | 32 | 0.524 | 0.181 | 3/12/2019 |
| 789528183 | Existing Customer | 39 | F | 2 | Graduate | Married | Unknown | Blue | 31 | 4 | 2 | 3 | 1438.3 | 997 | 441.3 | 1.867 | 2583 | 47 | 0.958 | 0.693 | 1/10/2021 |
| 708895158 | Existing Customer | 46 | M | 2 | Unknown | Married | $80K - $120K | Blue | 34 | 3 | 3 | 3 | 2925.0 | 2365 | 560.0 | 0.691 | 1371 | 30 | 0.579 | 0.809 | 9/28/2021 |
| 824805858 | Existing Customer | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 3 | 3 | 9235.0 | 1479 | 7756.0 | 0.843 | 1537 | 49 | 0.581 | 0.160 | 10/1/2021 |
| 720840108 | Existing Customer | 44 | M | 0 | Uneducated | Married | Less than $40K | Blue | 24 | 5 | 3 | 0 | 8837.0 | 2103 | 6734.0 | 0.559 | 3753 | 60 | 0.875 | 0.238 | 7/7/2021 |
| 787595658 | Existing Customer | 57 | F | 3 | Unknown | Single | Less than $40K | Blue | 29 | 6 | 1 | 1 | 8801.0 | 1421 | 7380.0 | 0.568 | 1104 | 31 | 0.292 | 0.161 | 12/13/2020 |
| 720244983 | Existing Customer | 40 | M | 3 | Unknown | Single | $40K - $60K | Blue | 28 | 4 | 1 | 1 | 3563.0 | 1707 | 1856.0 | 0.506 | 1482 | 42 | 0.312 | 0.479 | 11/27/2020 |
| 713220258 | Existing Customer | 65 | F | 0 | High School | Married | Unknown | Blue | 36 | 4 | 3 | 2 | 8138.0 | 2104 | 6034.0 | 0.837 | 1299 | 29 | 0.812 | 0.259 | 10/16/2022 |
| 813469458 | Existing Customer | 26 | F | 1 | Graduate | Single | $40K - $60K | Blue | 20 | 6 | 3 | 3 | 1438.3 | 673 | 765.3 | 0.595 | 2167 | 48 | 0.412 | 0.468 | 4/21/2020 |
| 788939358 | Existing Customer | 47 | M | 2 | High School | Unknown | $60K - $80K | Blue | 33 | 4 | 2 | 2 | 2458.0 | 1399 | 1059.0 | 0.739 | 1563 | 40 | 1.222 | 0.569 | 12/14/2020 |
| 718870158 | Existing Customer | 47 | M | 4 | High School | Married | $60K - $80K | Blue | 34 | 5 | 2 | 3 | 4592.0 | 1635 | 2957.0 | 0.952 | 1772 | 52 | 0.486 | 0.356 | 7/13/2021 |
| 788673708 | Attrited Customer | 57 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 2 | 1 | 3 | 1438.3 | 0 | 1438.3 | 1.036 | 1254 | 35 | 0.842 | 0.000 | 9/9/2019 |
| 711809283 | Existing Customer | 31 | M | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1868.0 | 1515 | 353.0 | 1.359 | 2229 | 35 | 0.667 | 0.811 | 3/20/2019 |
| 816513108 | Existing Customer | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 2 | 5269.0 | 1099 | 4170.0 | 1.178 | 2195 | 63 | 0.969 | 0.209 | 5/22/2021 |
| 718594608 | Existing Customer | 43 | F | 2 | Post-Graduate | Married | Unknown | Blue | 36 | 3 | 3 | 3 | 20156.0 | 1759 | 18397.0 | 0.476 | 1362 | 28 | 0.556 | 0.087 | 9/9/2021 |
| 823606983 | Existing Customer | 39 | M | 2 | College | Married | $60K - $80K | Blue | 35 | 4 | 3 | 2 | 7410.0 | 2517 | 4893.0 | 1.924 | 2398 | 37 | 1.176 | 0.340 | 4/20/2019 |
| 717028158 | Existing Customer | 53 | M | 3 | Graduate | Married | $120K + | Blue | 44 | 3 | 2 | 3 | 12163.0 | 2082 | 10081.0 | 1.554 | 2649 | 56 | 0.697 | 0.171 | 12/18/2021 |
| 788485908 | Existing Customer | 44 | M | 3 | Unknown | Married | $60K - $80K | Blue | 37 | 3 | 2 | 3 | 6224.0 | 0 | 6224.0 | 0.738 | 1463 | 34 | 0.889 | 0.000 | 11/29/2020 |
| 714472608 | Existing Customer | 59 | M | 0 | College | Married | Less than $40K | Blue | 49 | 3 | 3 | 3 | 4250.0 | 1095 | 3155.0 | 0.947 | 1174 | 27 | 0.800 | 0.258 | 1/5/2021 |
| 710793783 | Existing Customer | 53 | F | 3 | Graduate | Married | Unknown | Blue | 40 | 6 | 3 | 1 | 12059.0 | 1978 | 10081.0 | 0.877 | 1836 | 36 | 0.895 | 0.164 | 12/28/2020 |
| 794340033 | Existing Customer | 34 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 5 | 1 | 3 | 2799.0 | 1762 | 1037.0 | 0.986 | 1817 | 39 | 0.560 | 0.630 | 1/8/2020 |
| 716462658 | Existing Customer | 47 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 1 | 18037.0 | 0 | 18037.0 | 0.740 | 1387 | 36 | 0.333 | 0.000 | 6/17/2019 |
| 718050033 | Existing Customer | 54 | M | 2 | College | Married | $120K + | Blue | 43 | 3 | 2 | 3 | 5657.0 | 1719 | 3938.0 | 0.606 | 2028 | 55 | 0.667 | 0.304 | 7/14/2020 |
| 714023808 | Existing Customer | 42 | F | 2 | Graduate | Married | Unknown | Blue | 33 | 6 | 1 | 1 | 13770.0 | 2517 | 11253.0 | 0.788 | 1582 | 36 | 0.385 | 0.183 | 11/2/2021 |
| 716341833 | Existing Customer | 53 | F | 3 | College | Married | Less than $40K | Blue | 44 | 6 | 2 | 3 | 4646.0 | 1730 | 2916.0 | 0.683 | 1774 | 37 | 0.850 | 0.372 | 6/9/2020 |
| 719648358 | Existing Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 35 | 3 | 3 | 1 | 2514.0 | 1521 | 993.0 | 0.638 | 1636 | 36 | 0.385 | 0.605 | 5/19/2022 |
| 816600933 | Attrited Customer | 56 | M | 0 | College | Married | $80K - $120K | Blue | 51 | 3 | 2 | 3 | 14501.0 | 0 | 14501.0 | 0.854 | 1031 | 25 | 0.389 | 0.000 | 4/13/2020 |
| 714208533 | Attrited Customer | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 8663.0 | 288 | 8375.0 | 0.639 | 916 | 33 | 0.320 | 0.033 | 1/5/2020 |
| 713095533 | Existing Customer | 44 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2333.0 | 1485 | 848.0 | 0.692 | 1198 | 31 | 0.722 | 0.637 | 8/4/2022 |
| 809967783 | Existing Customer | 34 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 26 | 5 | 5 | 3 | 3038.0 | 1539 | 1499.0 | 0.707 | 2189 | 54 | 0.688 | 0.507 | 10/13/2019 |
| 715848408 | Existing Customer | 61 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 52 | 6 | 6 | 1 | 8851.0 | 0 | 8851.0 | 0.731 | 1257 | 36 | 0.440 | 0.000 | 5/25/2021 |
| 714414483 | Existing Customer | 54 | F | 0 | Unknown | Married | Less than $40K | Blue | 44 | 6 | 3 | 1 | 2945.0 | 2206 | 739.0 | 0.983 | 1503 | 35 | 0.842 | 0.749 | 2/4/2022 |
| 708655983 | Existing Customer | 49 | F | 3 | High School | Divorced | Unknown | Blue | 40 | 3 | 3 | 2 | 5267.0 | 0 | 5267.0 | 0.442 | 1353 | 24 | 0.263 | 0.000 | 8/4/2019 |
| 720426708 | Attrited Customer | 56 | M | 3 | High School | Single | $60K - $80K | Blue | 45 | 2 | 1 | 3 | 8512.0 | 0 | 8512.0 | 1.038 | 811 | 27 | 1.250 | 0.000 | 5/29/2020 |
| 713743158 | Existing Customer | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 19063.0 | 1714 | 17349.0 | 0.786 | 1270 | 21 | 0.615 | 0.090 | 4/24/2021 |
| 721279083 | Existing Customer | 53 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 5376.0 | 1177 | 4199.0 | 0.939 | 1840 | 53 | 0.606 | 0.219 | 4/23/2020 |
| 779149683 | Existing Customer | 30 | F | 0 | Graduate | Divorced | Unknown | Blue | 13 | 5 | 1 | 2 | 7772.0 | 1890 | 5882.0 | 0.754 | 2585 | 75 | 0.829 | 0.243 | 1/1/2022 |
| 714970458 | Existing Customer | 39 | F | 2 | High School | Married | $40K - $60K | Blue | 29 | 6 | 1 | 1 | 9173.0 | 2047 | 7126.0 | 1.419 | 1807 | 33 | 0.737 | 0.223 | 1/19/2019 |
| 719070108 | Existing Customer | 44 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 4 | 1 | 3 | 34516.0 | 1726 | 32790.0 | 0.867 | 1729 | 52 | 0.677 | 0.050 | 1/7/2020 |
| 715490733 | Existing Customer | 54 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 5 | 1 | 2 | 11975.0 | 1542 | 10433.0 | 0.770 | 1211 | 35 | 0.400 | 0.129 | 2/9/2020 |
| 714989583 | Existing Customer | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 15405.0 | 1691 | 13714.0 | 0.814 | 1763 | 44 | 0.189 | 0.110 | 11/2/2022 |
| 820355433 | Existing Customer | 43 | M | 3 | Unknown | Single | $40K - $60K | Blue | 38 | 6 | 1 | 1 | 2615.0 | 0 | 2615.0 | 0.589 | 1395 | 34 | 0.259 | 0.000 | 1/10/2020 |
| 715901508 | Existing Customer | 35 | M | 1 | High School | Married | $80K - $120K | Blue | 25 | 6 | 1 | 2 | 23991.0 | 2307 | 21684.0 | 0.912 | 1843 | 43 | 0.720 | 0.096 | 1/3/2021 |
| 710370483 | Existing Customer | 39 | F | 4 | College | Married | Less than $40K | Blue | 31 | 4 | 3 | 3 | 1888.0 | 1292 | 596.0 | 0.772 | 1517 | 33 | 1.357 | 0.684 | 10/11/2021 |
| 778573233 | Existing Customer | 61 | F | 1 | Graduate | Married | Less than $40K | Blue | 54 | 3 | 2 | 2 | 3102.0 | 2091 | 1011.0 | 0.704 | 1977 | 50 | 1.000 | 0.674 | 3/24/2021 |
| 708833133 | Existing Customer | 40 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 29 | 5 | 2 | 2 | 3170.0 | 2517 | 653.0 | 1.301 | 2027 | 49 | 0.815 | 0.794 | 11/8/2021 |
| 719885883 | Existing Customer | 53 | M | 3 | College | Single | $120K + | Blue | 36 | 6 | 2 | 0 | 34516.0 | 1901 | 32615.0 | 0.914 | 1497 | 43 | 1.150 | 0.055 | 11/24/2021 |
| 712523283 | Existing Customer | 55 | M | 2 | Unknown | Married | $120K + | Blue | 41 | 4 | 3 | 2 | 14938.0 | 0 | 14938.0 | 0.490 | 1134 | 31 | 0.632 | 0.000 | 12/20/2019 |
| 711309033 | Existing Customer | 41 | M | 2 | Unknown | Single | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 17298.0 | 2310 | 14988.0 | 0.844 | 3663 | 65 | 0.806 | 0.134 | 8/28/2019 |
| 708134283 | Existing Customer | 35 | M | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3131.0 | 629 | 2502.0 | 0.749 | 1483 | 31 | 0.632 | 0.201 | 3/21/2019 |
| 720147633 | Existing Customer | 61 | M | 1 | Unknown | Single | $40K - $60K | Blue | 47 | 3 | 2 | 2 | 11915.0 | 1631 | 10284.0 | 0.748 | 1956 | 63 | 0.537 | 0.137 | 8/19/2019 |
| 708983658 | Attrited Customer | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 39 | 3 | 3 | 1 | 16868.0 | 0 | 16868.0 | 0.938 | 940 | 25 | 0.471 | 0.000 | 9/26/2020 |
| 766285608 | Existing Customer | 42 | M | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 3266.0 | 1900 | 1366.0 | 1.568 | 2183 | 56 | 0.750 | 0.582 | 9/26/2019 |
| 779715108 | Existing Customer | 46 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 30 | 3 | 3 | 3 | 2770.0 | 1286 | 1484.0 | 1.068 | 2920 | 74 | 0.721 | 0.464 | 3/3/2022 |
| 798035358 | Existing Customer | 46 | F | 4 | High School | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 3556.0 | 2172 | 1384.0 | 0.402 | 1221 | 41 | 0.708 | 0.611 | 11/2/2019 |
| 719391783 | Existing Customer | 46 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 35 | 3 | 2 | 2 | 9149.0 | 1566 | 7583.0 | 0.971 | 1790 | 60 | 0.765 | 0.171 | 11/2/2021 |
| 809342208 | Existing Customer | 26 | M | 0 | Graduate | Single | Unknown | Blue | 19 | 4 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.472 | 2005 | 47 | 0.469 | 0.000 | 8/17/2020 |
| 780713058 | Existing Customer | 46 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 4 | 3 | 3 | 14701.0 | 1635 | 13066.0 | 0.618 | 3490 | 69 | 0.533 | 0.111 | 7/8/2022 |
| 779338683 | Existing Customer | 62 | M | 1 | Graduate | Married | $60K - $80K | Blue | 44 | 5 | 2 | 2 | 14825.0 | 962 | 13863.0 | 0.760 | 1904 | 49 | 0.531 | 0.065 | 5/22/2020 |
| 783387783 | Existing Customer | 55 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 49 | 4 | 5 | 3 | 10127.0 | 1873 | 8254.0 | 0.573 | 1647 | 53 | 0.472 | 0.185 | 2/10/2021 |
| 787800108 | Existing Customer | 55 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 5 | 1 | 2 | 2929.0 | 2431 | 498.0 | 1.632 | 1903 | 39 | 0.625 | 0.830 | 10/15/2021 |
| 721397808 | Existing Customer | 32 | M | 0 | High School | Married | $40K - $60K | Blue | 24 | 5 | 2 | 0 | 3735.0 | 1176 | 2559.0 | 1.184 | 1564 | 41 | 0.708 | 0.315 | 4/6/2021 |
| 778698408 | Existing Customer | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 18 | 5 | 1 | 2 | 2930.0 | 2024 | 906.0 | 0.903 | 1686 | 34 | 0.700 | 0.691 | 6/21/2022 |
| 709545333 | Existing Customer | 33 | F | 4 | High School | Single | Unknown | Blue | 29 | 6 | 2 | 3 | 12716.0 | 1496 | 11220.0 | 1.032 | 2412 | 64 | 0.600 | 0.118 | 1/18/2022 |
| 716032233 | Existing Customer | 42 | M | 2 | College | Married | $80K - $120K | Blue | 32 | 5 | 2 | 2 | 22120.0 | 1805 | 20315.0 | 0.650 | 3981 | 65 | 0.667 | 0.082 | 1/6/2019 |
| 717835908 | Existing Customer | 33 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 22 | 3 | 3 | 3 | 1438.3 | 681 | 757.3 | 1.542 | 2730 | 48 | 0.778 | 0.473 | 9/18/2020 |
| 719466558 | Existing Customer | 60 | F | 0 | High School | Single | Unknown | Blue | 36 | 3 | 2 | 2 | 4546.0 | 0 | 4546.0 | 0.660 | 1361 | 34 | 0.308 | 0.000 | 3/16/2021 |
| 778663458 | Attrited Customer | 65 | M | 1 | High School | Married | Less than $40K | Blue | 47 | 3 | 2 | 1 | 1759.0 | 0 | 1759.0 | 1.058 | 821 | 18 | 0.500 | 0.000 | 9/12/2021 |
| 716024808 | Attrited Customer | 57 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 4829.0 | 2418 | 2411.0 | 0.601 | 938 | 21 | 0.400 | 0.501 | 7/15/2019 |
| 713008308 | Existing Customer | 59 | F | 0 | Unknown | Married | Less than $40K | Blue | 47 | 5 | 3 | 2 | 7692.0 | 1678 | 6014.0 | 1.423 | 1861 | 42 | 0.500 | 0.218 | 6/6/2022 |
| 794831733 | Existing Customer | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 3 | 2 | 2156.0 | 1208 | 948.0 | 0.569 | 1345 | 28 | 0.647 | 0.560 | 10/8/2022 |
| 713854608 | Existing Customer | 62 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 9521.0 | 1669 | 7852.0 | 1.308 | 2444 | 63 | 0.400 | 0.175 | 1/27/2020 |
| 715993608 | Existing Customer | 51 | M | 2 | College | Single | $120K + | Blue | 41 | 6 | 3 | 2 | 26714.0 | 2517 | 24197.0 | 0.758 | 1686 | 50 | 0.724 | 0.094 | 11/16/2020 |
| 789368658 | Existing Customer | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 2 | 3 | 2092.0 | 1387 | 705.0 | 0.731 | 1468 | 30 | 0.304 | 0.663 | 4/8/2019 |
| 802817358 | Existing Customer | 38 | F | 3 | High School | Married | Unknown | Blue | 32 | 4 | 2 | 1 | 11594.0 | 2072 | 9522.0 | 0.983 | 2320 | 51 | 0.594 | 0.179 | 5/24/2019 |
| 708098133 | Existing Customer | 32 | F | 0 | Graduate | Married | Less than $40K | Blue | 19 | 6 | 1 | 0 | 2834.0 | 1418 | 1416.0 | 1.458 | 1598 | 39 | 0.773 | 0.500 | 2/11/2022 |
| 801499908 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 4724.0 | 2056 | 2668.0 | 0.423 | 1232 | 31 | 0.550 | 0.435 | 7/24/2022 |
| 824770683 | Existing Customer | 51 | F | 0 | Unknown | Divorced | Less than $40K | Blue | 47 | 6 | 4 | 3 | 3049.0 | 1151 | 1898.0 | 0.533 | 4027 | 76 | 0.520 | 0.378 | 10/5/2022 |
| 718310733 | Existing Customer | 50 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 20614.0 | 0 | 20614.0 | 0.926 | 1922 | 48 | 0.600 | 0.000 | 10/24/2019 |
| 708162558 | Existing Customer | 64 | F | 0 | Uneducated | Married | Unknown | Blue | 54 | 6 | 1 | 2 | 3250.0 | 1992 | 1258.0 | 0.715 | 1355 | 36 | 0.565 | 0.613 | 1/5/2019 |
| 721129383 | Existing Customer | 53 | F | 1 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 3128.0 | 2517 | 611.0 | 0.696 | 2361 | 42 | 0.826 | 0.805 | 9/7/2019 |
| 721249158 | Attrited Customer | 42 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 30 | 2 | 2 | 3 | 6414.0 | 0 | 6414.0 | 0.718 | 708 | 14 | 0.400 | 0.000 | 6/2/2019 |
| 721049658 | Existing Customer | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 6 | 3 | 0 | 2506.0 | 0 | 2506.0 | 0.598 | 1687 | 62 | 0.590 | 0.000 | 4/7/2020 |
| 806392908 | Existing Customer | 52 | F | 4 | High School | Single | Unknown | Blue | 47 | 6 | 2 | 3 | 7469.0 | 2338 | 5131.0 | 0.441 | 1212 | 33 | 0.320 | 0.313 | 3/26/2020 |
| 714886533 | Existing Customer | 60 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3460.0 | 2517 | 943.0 | 1.144 | 1752 | 34 | 1.125 | 0.727 | 3/26/2019 |
| 772375533 | Existing Customer | 30 | M | 1 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 3 | 2 | 9959.0 | 2377 | 7582.0 | 1.100 | 1560 | 39 | 0.696 | 0.239 | 9/30/2019 |
| 826775058 | Existing Customer | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 4 | 1 | 2 | 4175.0 | 2517 | 1658.0 | 0.551 | 1520 | 36 | 0.440 | 0.603 | 12/25/2019 |
| 711878733 | Existing Customer | 60 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 48 | 3 | 1 | 3 | 10264.0 | 2073 | 8191.0 | 0.620 | 1685 | 45 | 0.364 | 0.202 | 9/29/2020 |
| 714550383 | Existing Customer | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 4129.0 | 0 | 4129.0 | 0.960 | 1678 | 40 | 1.000 | 0.000 | 9/29/2022 |
| 712636308 | Existing Customer | 65 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 6 | 2 | 2 | 2658.0 | 1514 | 1144.0 | 1.193 | 1627 | 26 | 1.000 | 0.570 | 5/13/2019 |
| 772139433 | Existing Customer | 44 | F | 2 | College | Single | $40K - $60K | Blue | 33 | 4 | 2 | 3 | 4589.0 | 1240 | 3349.0 | 0.856 | 1637 | 61 | 0.906 | 0.270 | 8/31/2019 |
| 709058808 | Existing Customer | 56 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 2781.0 | 1035 | 1746.0 | 0.816 | 1707 | 42 | 1.211 | 0.372 | 10/10/2019 |
| 813240408 | Existing Customer | 45 | F | 4 | High School | Married | Unknown | Blue | 39 | 4 | 3 | 2 | 24880.0 | 836 | 24044.0 | 0.701 | 1208 | 25 | 1.083 | 0.034 | 10/18/2022 |
| 767753958 | Existing Customer | 37 | M | 3 | Graduate | Unknown | $40K - $60K | Blue | 31 | 6 | 1 | 2 | 8504.0 | 1956 | 6548.0 | 0.963 | 1881 | 51 | 0.417 | 0.230 | 5/26/2022 |
| 710111733 | Existing Customer | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 39 | 5 | 1 | 3 | 8091.0 | 1996 | 6095.0 | 0.646 | 1360 | 28 | 0.647 | 0.247 | 8/18/2019 |
| 761544333 | Existing Customer | 37 | F | 4 | College | Married | $40K - $60K | Blue | 30 | 4 | 4 | 3 | 3417.0 | 2517 | 900.0 | 0.992 | 1641 | 32 | 0.882 | 0.737 | 9/16/2021 |
| 788814783 | Existing Customer | 39 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 22 | 4 | 3 | 3 | 9204.0 | 845 | 8359.0 | 0.673 | 1820 | 58 | 0.611 | 0.092 | 9/23/2022 |
| 715034358 | Existing Customer | 41 | M | 2 | Graduate | Married | $120K + | Blue | 32 | 5 | 2 | 3 | 14302.0 | 2097 | 12205.0 | 0.407 | 1505 | 35 | 0.591 | 0.147 | 10/15/2020 |
| 709624533 | Existing Customer | 55 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 5 | 2 | 0 | 3187.0 | 2517 | 670.0 | 1.144 | 1627 | 38 | 0.652 | 0.790 | 8/20/2021 |
| 709942383 | Existing Customer | 34 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 6313.0 | 782 | 5531.0 | 0.931 | 1703 | 34 | 0.889 | 0.124 | 4/24/2020 |
| 803957508 | Existing Customer | 52 | M | 2 | Unknown | Single | $80K - $120K | Blue | 47 | 6 | 1 | 3 | 15904.0 | 1024 | 14880.0 | 0.369 | 1433 | 33 | 0.500 | 0.064 | 7/20/2021 |
| 713378133 | Existing Customer | 54 | F | 0 | Post-Graduate | Single | Less than $40K | Silver | 39 | 6 | 2 | 3 | 11696.0 | 2288 | 9408.0 | 0.973 | 2445 | 60 | 0.765 | 0.196 | 9/20/2020 |
| 709217358 | Existing Customer | 40 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 20371.0 | 1832 | 18539.0 | 0.907 | 1665 | 45 | 0.800 | 0.090 | 1/27/2019 |
| 720998358 | Existing Customer | 52 | M | 0 | High School | Married | $120K + | Silver | 41 | 3 | 3 | 1 | 34516.0 | 1043 | 33473.0 | 0.562 | 1489 | 38 | 0.357 | 0.030 | 7/17/2022 |
| 721051908 | Existing Customer | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7552.0 | 0 | 7552.0 | 0.463 | 1393 | 32 | 0.455 | 0.000 | 2/28/2020 |
| 715232058 | Existing Customer | 61 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 53 | 5 | 1 | 2 | 5561.0 | 1434 | 4127.0 | 1.423 | 1820 | 42 | 0.826 | 0.258 | 8/25/2022 |
| 806250783 | Existing Customer | 57 | F | 2 | High School | Married | Less than $40K | Blue | 52 | 6 | 3 | 2 | 1441.0 | 0 | 1441.0 | 1.364 | 2742 | 58 | 0.758 | 0.000 | 5/17/2021 |
| 817245183 | Existing Customer | 51 | M | 2 | Unknown | Unknown | $120K + | Blue | 33 | 6 | 2 | 2 | 19715.0 | 1014 | 18701.0 | 1.437 | 1979 | 40 | 0.667 | 0.051 | 1/16/2020 |
| 713670333 | Existing Customer | 60 | M | 1 | Unknown | Single | Less than $40K | Blue | 52 | 5 | 3 | 2 | 2486.0 | 1464 | 1022.0 | 0.731 | 1378 | 27 | 0.421 | 0.589 | 12/21/2020 |
| 826477083 | Existing Customer | 48 | F | 2 | College | Married | Less than $40K | Blue | 44 | 5 | 1 | 3 | 4570.0 | 2439 | 2131.0 | 0.693 | 1520 | 34 | 0.700 | 0.534 | 9/16/2021 |
| 788728608 | Existing Customer | 34 | M | 0 | High School | Married | $40K - $60K | Blue | 13 | 3 | 3 | 2 | 3870.0 | 1394 | 2476.0 | 0.827 | 1588 | 36 | 0.714 | 0.360 | 5/10/2020 |
| 717190533 | Existing Customer | 49 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 12938.0 | 661 | 12277.0 | 0.725 | 1282 | 32 | 0.778 | 0.051 | 10/25/2022 |
| 716580033 | Existing Customer | 53 | M | 3 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 3 | 21178.0 | 1796 | 19382.0 | 1.182 | 1872 | 59 | 1.107 | 0.085 | 5/19/2021 |
| 711644508 | Existing Customer | 34 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 0 | 12182.0 | 1136 | 11046.0 | 0.753 | 2295 | 63 | 0.500 | 0.093 | 4/5/2020 |
| 714334383 | Existing Customer | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 42 | 6 | 2 | 0 | 3583.0 | 0 | 3583.0 | 1.088 | 1065 | 28 | 1.545 | 0.000 | 6/17/2021 |
| 720611058 | Existing Customer | 40 | M | 3 | Graduate | Single | $120K + | Blue | 27 | 4 | 2 | 3 | 17018.0 | 0 | 17018.0 | 0.690 | 1550 | 47 | 0.621 | 0.000 | 11/28/2021 |
| 712420833 | Existing Customer | 49 | F | 5 | College | Single | Unknown | Blue | 41 | 6 | 3 | 2 | 16031.0 | 2245 | 13786.0 | 0.635 | 1527 | 57 | 0.462 | 0.140 | 2/29/2020 |
| 713845083 | Attrited Customer | 41 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 4203.0 | 2517 | 1686.0 | 0.771 | 1489 | 43 | 0.536 | 0.599 | 3/4/2022 |
| 713756508 | Existing Customer | 46 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4213.0 | 997 | 3216.0 | 0.668 | 1264 | 30 | 0.667 | 0.237 | 6/16/2020 |
| 735565158 | Existing Customer | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 33 | 6 | 2 | 2 | 21548.0 | 1180 | 20368.0 | 0.520 | 1582 | 38 | 0.652 | 0.055 | 4/16/2020 |
| 714131058 | Existing Customer | 30 | M | 0 | Graduate | Unknown | $60K - $80K | Blue | 36 | 3 | 5 | 3 | 18513.0 | 2517 | 15996.0 | 0.524 | 1567 | 33 | 0.941 | 0.136 | 1/16/2022 |
| 717180633 | Existing Customer | 59 | M | 1 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2483.0 | 1372 | 1111.0 | 1.642 | 1704 | 35 | 0.458 | 0.553 | 7/3/2019 |
| 717295683 | Existing Customer | 50 | M | 0 | Doctorate | Single | $80K - $120K | Blue | 38 | 5 | 2 | 2 | 3460.0 | 1881 | 1579.0 | 0.622 | 1546 | 35 | 1.059 | 0.544 | 8/14/2019 |
| 713128833 | Existing Customer | 49 | M | 2 | Unknown | Unknown | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 6511.0 | 1790 | 4721.0 | 0.397 | 1478 | 38 | 0.267 | 0.275 | 5/24/2022 |
| 813499458 | Attrited Customer | 45 | M | 5 | High School | Unknown | $60K - $80K | Blue | 40 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 1.230 | 2132 | 31 | 0.107 | 0.000 | 4/12/2020 |
| 710070183 | Existing Customer | 53 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2615.0 | 1772 | 843.0 | 0.611 | 1419 | 38 | 0.357 | 0.678 | 7/4/2021 |
| 789605658 | Existing Customer | 42 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 35 | 4 | 3 | 2 | 2985.0 | 2355 | 630.0 | 0.602 | 1065 | 27 | 0.588 | 0.789 | 7/23/2022 |
| 710045058 | Existing Customer | 46 | M | 5 | High School | Married | $40K - $60K | Silver | 28 | 5 | 1 | 3 | 18797.0 | 2158 | 16639.0 | 0.446 | 1364 | 40 | 0.538 | 0.115 | 8/22/2021 |
| 710164683 | Existing Customer | 33 | M | 1 | Graduate | Married | $60K - $80K | Blue | 22 | 3 | 1 | 3 | 2859.0 | 2517 | 342.0 | 1.254 | 2247 | 36 | 0.636 | 0.880 | 5/22/2022 |
| 710802258 | Existing Customer | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 0 | 2888.0 | 2245 | 643.0 | 0.772 | 1111 | 26 | 0.368 | 0.777 | 6/26/2022 |
| 721036233 | Existing Customer | 61 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 9172.0 | 1567 | 7605.0 | 1.451 | 1836 | 42 | 0.750 | 0.171 | 7/6/2020 |
| 710036508 | Existing Customer | 42 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 3 | 2 | 14281.0 | 1519 | 12762.0 | 0.256 | 1164 | 35 | 0.522 | 0.106 | 7/20/2019 |
| 717776808 | Existing Customer | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 7353.0 | 1450 | 5903.0 | 0.739 | 2005 | 54 | 0.459 | 0.197 | 11/14/2020 |
| 714906033 | Existing Customer | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 5145.0 | 0 | 5145.0 | 0.693 | 1588 | 35 | 0.944 | 0.000 | 5/23/2020 |
| 714273708 | Existing Customer | 53 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 4753.0 | 2472 | 2281.0 | 1.274 | 2242 | 49 | 0.815 | 0.520 | 7/13/2019 |
| 721117533 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 26 | 3 | 3 | 3 | 2171.0 | 1418 | 753.0 | 0.505 | 1415 | 45 | 0.406 | 0.653 | 11/16/2022 |
| 715374558 | Existing Customer | 26 | M | 0 | College | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4150.0 | 456 | 3694.0 | 1.126 | 2483 | 74 | 0.542 | 0.110 | 11/8/2019 |
| 824807658 | Existing Customer | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 41 | 6 | 3 | 3 | 9106.0 | 2477 | 6629.0 | 0.515 | 1239 | 33 | 0.737 | 0.272 | 11/29/2022 |
| 714940608 | Existing Customer | 36 | M | 2 | High School | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2686.0 | 1733 | 953.0 | 0.706 | 2057 | 53 | 0.710 | 0.645 | 10/2/2022 |
| 824782008 | Existing Customer | 42 | M | 3 | High School | Unknown | $60K - $80K | Blue | 38 | 5 | 1 | 2 | 10239.0 | 510 | 9729.0 | 0.344 | 1228 | 26 | 0.529 | 0.050 | 5/1/2021 |
| 717561108 | Existing Customer | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 34516.0 | 549 | 33967.0 | 0.780 | 1629 | 32 | 0.778 | 0.016 | 7/31/2020 |
| 717127083 | Existing Customer | 37 | M | 3 | Graduate | Married | $120K + | Blue | 25 | 3 | 3 | 0 | 15017.0 | 1733 | 13284.0 | 0.635 | 2076 | 58 | 0.487 | 0.115 | 8/9/2022 |
| 772460508 | Existing Customer | 53 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 43 | 3 | 1 | 2 | 4426.0 | 1530 | 2896.0 | 0.518 | 1231 | 34 | 0.214 | 0.346 | 4/19/2022 |
| 720484908 | Existing Customer | 65 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 52 | 5 | 3 | 3 | 2155.0 | 0 | 2155.0 | 1.423 | 1655 | 27 | 1.250 | 0.000 | 12/31/2021 |
| 771237933 | Existing Customer | 47 | M | 1 | Uneducated | Unknown | $80K - $120K | Blue | 34 | 4 | 1 | 3 | 20620.0 | 1085 | 19535.0 | 1.276 | 1477 | 23 | 0.533 | 0.053 | 5/2/2022 |
| 794664183 | Existing Customer | 38 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 19 | 3 | 1 | 3 | 3238.0 | 2146 | 1092.0 | 0.673 | 1501 | 45 | 0.667 | 0.663 | 10/23/2019 |
| 797488158 | Existing Customer | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 0 | 14316.0 | 1081 | 13235.0 | 0.670 | 1313 | 36 | 0.636 | 0.076 | 5/10/2021 |
| 708543258 | Existing Customer | 36 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2607.0 | 1880 | 727.0 | 1.464 | 2045 | 39 | 0.950 | 0.721 | 7/10/2020 |
| 778706508 | Existing Customer | 43 | M | 4 | College | Married | $60K - $80K | Blue | 24 | 3 | 5 | 4 | 6231.0 | 0 | 6231.0 | 1.054 | 1448 | 30 | 0.875 | 0.000 | 10/12/2020 |
| 712240083 | Attrited Customer | 38 | F | 3 | Unknown | Single | Less than $40K | Blue | 30 | 6 | 2 | 2 | 3730.0 | 2517 | 1213.0 | 0.853 | 858 | 22 | 0.467 | 0.675 | 9/17/2022 |
| 713650683 | Existing Customer | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 1 | 4 | 3094.0 | 2266 | 828.0 | 0.724 | 1591 | 37 | 0.321 | 0.732 | 6/8/2021 |
| 772532208 | Attrited Customer | 51 | F | 2 | Doctorate | Married | Less than $40K | Blue | 41 | 2 | 2 | 3 | 6630.0 | 916 | 5714.0 | 0.927 | 842 | 24 | 0.500 | 0.138 | 6/27/2020 |
| 778929783 | Attrited Customer | 40 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 22 | 2 | 2 | 3 | 1925.0 | 0 | 1925.0 | 0.672 | 781 | 28 | 0.750 | 0.000 | 4/12/2020 |
| 714244383 | Existing Customer | 39 | M | 3 | College | Unknown | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 33406.0 | 1692 | 31714.0 | 1.242 | 1529 | 30 | 0.875 | 0.051 | 5/6/2020 |
| 718797558 | Existing Customer | 39 | F | 1 | Graduate | Married | Unknown | Blue | 30 | 3 | 2 | 3 | 2917.0 | 1357 | 1560.0 | 1.593 | 2422 | 46 | 0.438 | 0.465 | 1/11/2022 |
| 712821333 | Existing Customer | 60 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 47 | 3 | 3 | 3 | 9452.0 | 2517 | 6935.0 | 0.730 | 1825 | 50 | 0.613 | 0.266 | 8/22/2022 |
| 721120008 | Existing Customer | 43 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 2162.0 | 1377 | 785.0 | 0.600 | 1555 | 29 | 0.706 | 0.637 | 9/1/2022 |
| 709633533 | Existing Customer | 31 | M | 2 | Uneducated | Married | Less than $40K | Blue | 18 | 3 | 2 | 4 | 1438.3 | 0 | 1438.3 | 1.561 | 2789 | 50 | 1.083 | 0.000 | 6/4/2020 |
| 710789058 | Existing Customer | 55 | M | 1 | Graduate | Single | $120K + | Blue | 42 | 4 | 2 | 3 | 34516.0 | 1478 | 33038.0 | 0.967 | 1308 | 41 | 0.414 | 0.043 | 9/4/2020 |
| 716174433 | Existing Customer | 65 | F | 1 | College | Married | Less than $40K | Blue | 54 | 3 | 3 | 3 | 2888.0 | 1134 | 1754.0 | 1.479 | 2489 | 54 | 0.742 | 0.393 | 10/3/2022 |
| 789886533 | Existing Customer | 54 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 3 | 3 | 3 | 3947.0 | 1746 | 2201.0 | 0.478 | 1110 | 21 | 0.400 | 0.442 | 1/3/2022 |
| 715210308 | Existing Customer | 40 | F | 1 | High School | Married | Unknown | Blue | 31 | 3 | 3 | 4 | 15970.0 | 1212 | 14758.0 | 0.542 | 1260 | 32 | 0.524 | 0.076 | 7/5/2019 |
| 721038408 | Existing Customer | 38 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 4 | 1 | 2 | 1830.0 | 0 | 1830.0 | 0.736 | 1741 | 43 | 0.654 | 0.000 | 6/10/2020 |
| 713325108 | Existing Customer | 36 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 29 | 5 | 3 | 3 | 7712.0 | 2517 | 5195.0 | 0.676 | 1845 | 40 | 0.739 | 0.326 | 9/6/2019 |
| 720352533 | Existing Customer | 43 | M | 3 | High School | Unknown | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 20811.0 | 1425 | 19386.0 | 0.382 | 1483 | 38 | 0.520 | 0.068 | 8/14/2020 |
| 708431433 | Existing Customer | 41 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 3 | 3 | 2 | 11789.0 | 1420 | 10369.0 | 0.659 | 1463 | 32 | 0.684 | 0.120 | 1/2/2019 |
| 716996583 | Existing Customer | 50 | M | 3 | High School | Divorced | $120K + | Blue | 37 | 3 | 1 | 2 | 3073.0 | 1792 | 1281.0 | 1.099 | 1734 | 35 | 1.188 | 0.583 | 7/21/2020 |
| 718699683 | Existing Customer | 48 | M | 3 | College | Married | $80K - $120K | Silver | 36 | 6 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.691 | 1733 | 54 | 0.636 | 0.000 | 5/30/2021 |
| 771359958 | Existing Customer | 39 | M | 4 | Unknown | Single | $120K + | Silver | 26 | 6 | 2 | 2 | 34516.0 | 2517 | 31999.0 | 0.887 | 1689 | 42 | 1.100 | 0.073 | 1/16/2021 |
| 716604633 | Existing Customer | 55 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 46 | 6 | 2 | 2 | 6725.0 | 2025 | 4700.0 | 0.604 | 1865 | 53 | 0.767 | 0.301 | 6/13/2021 |
| 813952233 | Existing Customer | 44 | M | 3 | Graduate | Unknown | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2978.0 | 2134 | 844.0 | 0.579 | 1413 | 46 | 0.394 | 0.717 | 11/2/2020 |
| 713053383 | Attrited Customer | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 34516.0 | 781 | 33735.0 | 0.803 | 853 | 12 | 0.091 | 0.023 | 11/5/2019 |
| 709979583 | Existing Customer | 54 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 3 | 1 | 3 | 34516.0 | 854 | 33662.0 | 0.928 | 1999 | 54 | 0.800 | 0.025 | 1/30/2022 |
| 709380333 | Existing Customer | 57 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 24545.0 | 1735 | 22810.0 | 0.664 | 1671 | 45 | 0.500 | 0.071 | 7/23/2022 |
| 778574283 | Existing Customer | 53 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 46 | 5 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.743 | 2118 | 64 | 0.455 | 0.000 | 8/7/2020 |
| 789875883 | Existing Customer | 41 | F | 4 | Uneducated | Single | Less than $40K | Blue | 31 | 5 | 1 | 2 | 2490.0 | 627 | 1863.0 | 0.345 | 1391 | 45 | 0.364 | 0.252 | 12/12/2021 |
| 714661233 | Existing Customer | 39 | M | 1 | Graduate | Single | $120K + | Blue | 24 | 6 | 2 | 4 | 10074.0 | 2517 | 7557.0 | 0.770 | 1729 | 52 | 0.926 | 0.250 | 1/13/2021 |
| 813915933 | Existing Customer | 45 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 40 | 3 | 3 | 2 | 2259.0 | 954 | 1305.0 | 0.695 | 1393 | 35 | 0.842 | 0.422 | 8/11/2022 |
| 708358683 | Existing Customer | 46 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 6 | 3 | 2 | 34516.0 | 1236 | 33280.0 | 0.549 | 1665 | 40 | 0.667 | 0.036 | 11/5/2020 |
| 824761458 | Existing Customer | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 50 | 4 | 2 | 3 | 9519.0 | 1936 | 7583.0 | 0.929 | 2489 | 62 | 1.000 | 0.203 | 3/29/2019 |
| 715362183 | Existing Customer | 40 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 3 | 1 | 2 | 3706.0 | 1043 | 2663.0 | 0.384 | 1688 | 38 | 0.583 | 0.281 | 2/15/2019 |
| 721194858 | Existing Customer | 48 | M | 4 | Graduate | Unknown | $80K - $120K | Blue | 40 | 6 | 2 | 2 | 4438.0 | 2472 | 1966.0 | 0.690 | 1725 | 60 | 0.622 | 0.557 | 11/24/2020 |
| 803595858 | Attrited Customer | 56 | F | 3 | High School | Married | $40K - $60K | Blue | 51 | 5 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.597 | 594 | 14 | 0.556 | 0.000 | 12/10/2020 |
| 716198358 | Existing Customer | 33 | F | 4 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 2372.0 | 1887 | 485.0 | 0.800 | 1852 | 55 | 0.618 | 0.796 | 8/3/2019 |
| 714173808 | Existing Customer | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 2 | 4214.0 | 1249 | 2965.0 | 0.542 | 1389 | 34 | 0.478 | 0.296 | 4/2/2019 |
| 709465758 | Existing Customer | 62 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 53 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.699 | 902 | 31 | 0.409 | 0.000 | 2/20/2020 |
| 714081558 | Existing Customer | 33 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 4 | 2 | 4 | 2613.0 | 1599 | 1014.0 | 0.749 | 1387 | 31 | 0.722 | 0.612 | 12/12/2021 |
| 717364458 | Existing Customer | 36 | F | 3 | High School | Married | Less than $40K | Blue | 26 | 6 | 1 | 4 | 4331.0 | 1445 | 2886.0 | 1.070 | 2053 | 33 | 1.750 | 0.334 | 3/11/2022 |
| 778755858 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 27 | 5 | 1 | 3 | 3665.0 | 1725 | 1940.0 | 0.495 | 1881 | 55 | 0.618 | 0.471 | 7/20/2019 |
| 710754933 | Attrited Customer | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 6 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.940 | 840 | 20 | 0.818 | 0.000 | 7/27/2020 |
| 720007383 | Attrited Customer | 41 | F | 2 | Unknown | Single | Unknown | Blue | 28 | 2 | 1 | 3 | 4411.0 | 2517 | 1894.0 | 0.988 | 803 | 15 | 0.875 | 0.571 | 12/4/2019 |
| 810220833 | Existing Customer | 42 | M | 4 | Graduate | Unknown | $40K - $60K | Silver | 37 | 3 | 6 | 2 | 15871.0 | 2086 | 13785.0 | 0.745 | 1562 | 43 | 0.955 | 0.131 | 2/11/2022 |
| 718362783 | Attrited Customer | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 3 | 2 | 3 | 12643.0 | 0 | 12643.0 | 0.393 | 787 | 21 | 0.167 | 0.000 | 5/25/2021 |
| 708267858 | Existing Customer | 65 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 6088.0 | 2145 | 3943.0 | 1.371 | 2098 | 52 | 0.733 | 0.352 | 11/29/2019 |
| 708856983 | Attrited Customer | 36 | M | 3 | Post-Graduate | Married | $120K + | Blue | 27 | 2 | 1 | 2 | 13873.0 | 0 | 13873.0 | 0.233 | 694 | 18 | 0.286 | 0.000 | 4/7/2022 |
| 715588908 | Existing Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 2 | 3 | 6158.0 | 0 | 6158.0 | 1.411 | 3132 | 66 | 0.784 | 0.000 | 5/8/2021 |
| 772674933 | Existing Customer | 51 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 41 | 5 | 3 | 3 | 5638.0 | 808 | 4830.0 | 0.781 | 2036 | 50 | 0.613 | 0.143 | 11/8/2019 |
| 720148983 | Existing Customer | 54 | F | 1 | Uneducated | Married | Less than $40K | Blue | 40 | 5 | 2 | 4 | 2178.0 | 1144 | 1034.0 | 1.585 | 1724 | 47 | 1.043 | 0.525 | 3/27/2022 |
| 720650208 | Existing Customer | 40 | F | 3 | College | Unknown | $40K - $60K | Blue | 22 | 3 | 3 | 3 | 12588.0 | 2005 | 10583.0 | 0.996 | 1561 | 26 | 1.000 | 0.159 | 8/11/2021 |
| 769732233 | Existing Customer | 40 | M | 5 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 2 | 4 | 11942.0 | 1651 | 10291.0 | 0.598 | 1085 | 29 | 0.208 | 0.138 | 12/15/2021 |
| 713030958 | Existing Customer | 57 | F | 2 | College | Married | Less than $40K | Blue | 44 | 6 | 3 | 2 | 3914.0 | 0 | 3914.0 | 0.524 | 1964 | 54 | 0.800 | 0.000 | 5/31/2019 |
| 711320508 | Existing Customer | 57 | M | 4 | Graduate | Married | $80K - $120K | Blue | 49 | 4 | 2 | 4 | 3038.0 | 1410 | 1628.0 | 0.644 | 1762 | 34 | 0.700 | 0.464 | 7/3/2021 |
| 795795408 | Existing Customer | 53 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 47 | 3 | 1 | 3 | 5579.0 | 1423 | 4156.0 | 0.503 | 1514 | 47 | 1.136 | 0.255 | 7/7/2021 |
| 717904383 | Existing Customer | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 1 | 2 | 18693.0 | 2052 | 16641.0 | 0.500 | 1516 | 44 | 0.630 | 0.110 | 2/1/2020 |
| 714115533 | Existing Customer | 28 | M | 0 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 1 | 3 | 2943.0 | 1789 | 1154.0 | 1.271 | 2591 | 55 | 0.897 | 0.608 | 4/14/2019 |
| 712475733 | Existing Customer | 38 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 4 | 2 | 3 | 2435.0 | 1888 | 547.0 | 0.922 | 1847 | 39 | 0.696 | 0.775 | 7/31/2020 |
| 718996758 | Existing Customer | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 2077.0 | 1392 | 685.0 | 1.553 | 1629 | 36 | 1.250 | 0.670 | 11/3/2022 |
| 713049933 | Existing Customer | 65 | F | 1 | High School | Married | Unknown | Blue | 36 | 5 | 2 | 2 | 5756.0 | 0 | 5756.0 | 1.046 | 2144 | 44 | 0.630 | 0.000 | 4/28/2020 |
| 709961958 | Attrited Customer | 58 | F | 4 | High School | Divorced | Unknown | Blue | 45 | 4 | 1 | 1 | 21065.0 | 2517 | 18548.0 | 0.840 | 1060 | 32 | 0.333 | 0.119 | 2/15/2019 |
| 718301508 | Existing Customer | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 30 | 6 | 3 | 2 | 9428.0 | 1765 | 7663.0 | 0.587 | 1457 | 43 | 0.593 | 0.187 | 12/29/2021 |
| 714831033 | Existing Customer | 54 | M | 5 | Graduate | Married | $80K - $120K | Blue | 47 | 4 | 1 | 3 | 6065.0 | 1728 | 4337.0 | 0.417 | 1114 | 27 | 0.688 | 0.285 | 12/17/2020 |
| 710653158 | Existing Customer | 39 | F | 4 | Graduate | Married | Unknown | Blue | 21 | 6 | 1 | 4 | 5024.0 | 1613 | 3411.0 | 0.758 | 1925 | 40 | 0.667 | 0.321 | 9/11/2021 |
| 721265883 | Existing Customer | 26 | M | 1 | Graduate | Single | Less than $40K | Blue | 13 | 3 | 3 | 2 | 2174.0 | 1514 | 660.0 | 0.607 | 2510 | 44 | 0.294 | 0.696 | 2/3/2020 |
| 715049583 | Existing Customer | 60 | M | 1 | Unknown | Married | $60K - $80K | Blue | 54 | 5 | 3 | 3 | 3398.0 | 2341 | 1057.0 | 0.714 | 1169 | 31 | 0.409 | 0.689 | 7/27/2021 |
| 715394883 | Existing Customer | 35 | F | 2 | High School | Married | Unknown | Blue | 36 | 3 | 2 | 4 | 4319.0 | 1151 | 3168.0 | 0.594 | 1852 | 47 | 0.424 | 0.266 | 3/29/2021 |
| 773448558 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 3673.0 | 2292 | 1381.0 | 0.637 | 1257 | 34 | 0.545 | 0.624 | 11/10/2021 |
| 717249783 | Existing Customer | 47 | M | 4 | Unknown | Unknown | $60K - $80K | Blue | 39 | 5 | 2 | 2 | 1815.0 | 740 | 1075.0 | 1.124 | 1931 | 67 | 0.718 | 0.408 | 8/6/2020 |
| 708344358 | Existing Customer | 53 | F | 3 | High School | Married | Unknown | Blue | 45 | 5 | 1 | 3 | 2495.0 | 1354 | 1141.0 | 0.623 | 1311 | 31 | 0.476 | 0.543 | 12/29/2021 |
| 712003083 | Existing Customer | 55 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 34516.0 | 2102 | 32414.0 | 0.912 | 1612 | 33 | 0.737 | 0.061 | 8/25/2022 |
| 754282908 | Existing Customer | 50 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 43 | 3 | 1 | 3 | 3368.0 | 844 | 2524.0 | 0.838 | 2022 | 59 | 0.686 | 0.251 | 6/21/2020 |
| 717412608 | Attrited Customer | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 28 | 3 | 2 | 2 | 7225.0 | 0 | 7225.0 | 0.419 | 738 | 16 | 0.231 | 0.000 | 9/26/2019 |
| 719412258 | Existing Customer | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 3 | 4 | 5202.0 | 815 | 4387.0 | 1.108 | 1558 | 48 | 0.778 | 0.157 | 3/20/2019 |
| 788675658 | Existing Customer | 39 | F | 2 | Unknown | Single | Less than $40K | Blue | 29 | 6 | 2 | 4 | 1923.0 | 845 | 1078.0 | 0.587 | 1670 | 37 | 0.682 | 0.439 | 3/28/2020 |
| 717683583 | Existing Customer | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 6929.0 | 1691 | 5238.0 | 0.534 | 1388 | 27 | 0.929 | 0.244 | 8/15/2022 |
| 820584408 | Existing Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 4364.0 | 1507 | 2857.0 | 1.050 | 1392 | 38 | 1.375 | 0.345 | 7/26/2022 |
| 719392833 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 2400.0 | 1613 | 787.0 | 0.629 | 1311 | 34 | 0.417 | 0.672 | 3/21/2020 |
| 718595583 | Existing Customer | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 25878.0 | 1733 | 24145.0 | 0.438 | 1777 | 54 | 0.862 | 0.067 | 2/1/2021 |
| 778508883 | Existing Customer | 44 | M | 5 | Graduate | Married | $120K + | Blue | 24 | 4 | 1 | 4 | 11876.0 | 1926 | 9950.0 | 0.510 | 1367 | 33 | 0.737 | 0.162 | 11/30/2020 |
| 715511658 | Existing Customer | 49 | F | 5 | Post-Graduate | Unknown | $40K - $60K | Blue | 39 | 3 | 1 | 4 | 4568.0 | 0 | 4568.0 | 0.979 | 1431 | 27 | 0.688 | 0.000 | 3/17/2021 |
| 711999783 | Existing Customer | 41 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 4 | 2 | 2 | 4740.0 | 1348 | 3392.0 | 0.472 | 1406 | 23 | 0.533 | 0.284 | 2/19/2021 |
| 753856008 | Existing Customer | 49 | F | 2 | Unknown | Unknown | $40K - $60K | Blue | 42 | 6 | 1 | 4 | 4949.0 | 1495 | 3454.0 | 0.791 | 3597 | 64 | 0.684 | 0.302 | 8/12/2020 |
| 789920883 | Existing Customer | 45 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 4 | 11189.0 | 2517 | 8672.0 | 2.041 | 2959 | 58 | 1.231 | 0.225 | 8/11/2020 |
| 788677533 | Existing Customer | 44 | M | 4 | Unknown | Married | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.0 | 1197 | 33319.0 | 0.669 | 1594 | 43 | 1.150 | 0.035 | 11/7/2020 |
| 716284308 | Existing Customer | 65 | M | 2 | Graduate | Married | Unknown | Blue | 55 | 3 | 2 | 2 | 6099.0 | 2175 | 3924.0 | 0.582 | 1319 | 34 | 0.545 | 0.357 | 10/18/2019 |
| 712120608 | Attrited Customer | 35 | M | 3 | College | Married | $80K - $120K | Blue | 27 | 3 | 2 | 3 | 3575.0 | 1884 | 1691.0 | 0.384 | 861 | 15 | 1.500 | 0.527 | 3/21/2020 |
| 715482483 | Existing Customer | 26 | M | 0 | High School | Single | Unknown | Blue | 36 | 5 | 2 | 3 | 3184.0 | 1421 | 1763.0 | 0.712 | 2253 | 59 | 0.439 | 0.446 | 3/29/2021 |
| 720848733 | Existing Customer | 38 | M | 1 | High School | Married | $80K - $120K | Blue | 24 | 4 | 3 | 2 | 13363.0 | 1230 | 12133.0 | 0.688 | 1815 | 33 | 0.435 | 0.092 | 1/28/2021 |
| 708480333 | Existing Customer | 65 | M | 0 | Unknown | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2163.0 | 932 | 1231.0 | 1.127 | 2229 | 57 | 0.839 | 0.431 | 5/9/2021 |
| 826723308 | Existing Customer | 58 | M | 3 | College | Married | $120K + | Blue | 54 | 5 | 1 | 4 | 3452.0 | 2088 | 1364.0 | 0.768 | 1008 | 21 | 0.400 | 0.605 | 7/8/2019 |
| 801369258 | Existing Customer | 47 | F | 5 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 2 | 2 | 4466.0 | 777 | 3689.0 | 1.020 | 1757 | 59 | 0.595 | 0.174 | 6/6/2022 |
| 709584483 | Existing Customer | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 1 | 4 | 3030.0 | 2517 | 513.0 | 0.785 | 1805 | 44 | 0.467 | 0.831 | 10/3/2020 |
| 715708308 | Existing Customer | 54 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 39 | 3 | 1 | 3 | 2112.0 | 1594 | 518.0 | 1.204 | 1338 | 29 | 2.222 | 0.755 | 3/1/2022 |
| 779707308 | Existing Customer | 35 | F | 1 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 1 | 2 | 7583.0 | 1619 | 5964.0 | 1.468 | 2229 | 53 | 1.208 | 0.214 | 4/25/2019 |
| 711688158 | Existing Customer | 47 | M | 5 | Graduate | Single | $120K + | Blue | 27 | 5 | 3 | 4 | 11760.0 | 2306 | 9454.0 | 0.616 | 1498 | 49 | 0.960 | 0.196 | 8/24/2021 |
| 711848658 | Existing Customer | 35 | M | 3 | College | Married | $60K - $80K | Blue | 17 | 3 | 3 | 2 | 2259.0 | 1776 | 483.0 | 1.292 | 1790 | 31 | 0.824 | 0.786 | 4/8/2020 |
| 715855083 | Existing Customer | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 19762.0 | 507 | 19255.0 | 0.850 | 2793 | 67 | 0.595 | 0.026 | 11/19/2021 |
| 778971408 | Existing Customer | 36 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 17 | 5 | 2 | 4 | 2803.0 | 1848 | 955.0 | 0.614 | 1968 | 64 | 0.524 | 0.659 | 11/25/2022 |
| 711648708 | Existing Customer | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 25666.0 | 756 | 24910.0 | 0.690 | 4088 | 84 | 0.867 | 0.029 | 6/4/2020 |
| 713149683 | Existing Customer | 44 | F | 3 | College | Single | Less than $40K | Blue | 24 | 5 | 1 | 4 | 9297.0 | 1668 | 7629.0 | 0.521 | 1264 | 31 | 0.632 | 0.179 | 10/17/2019 |
| 771903033 | Existing Customer | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 1 | 2 | 2999.0 | 1247 | 1752.0 | 0.962 | 2017 | 40 | 0.600 | 0.416 | 5/20/2022 |
| 737925558 | Existing Customer | 64 | M | 0 | Doctorate | Married | $40K - $60K | Blue | 56 | 3 | 2 | 2 | 4234.0 | 1893 | 2341.0 | 0.585 | 1439 | 42 | 0.355 | 0.447 | 6/17/2022 |
| 803347908 | Existing Customer | 34 | F | 1 | Graduate | Single | Less than $40K | Gold | 28 | 4 | 3 | 2 | 15987.0 | 0 | 15987.0 | 1.494 | 2327 | 65 | 0.806 | 0.000 | 4/24/2019 |
| 817285758 | Existing Customer | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 5 | 3 | 16435.0 | 0 | 16435.0 | 0.676 | 1721 | 56 | 0.514 | 0.000 | 10/17/2019 |
| 711480108 | Existing Customer | 37 | M | 4 | High School | Married | $60K - $80K | Blue | 24 | 3 | 1 | 4 | 5335.0 | 2145 | 3190.0 | 0.879 | 1888 | 43 | 0.433 | 0.402 | 7/24/2020 |
| 709662708 | Existing Customer | 65 | M | 1 | High School | Married | $40K - $60K | Blue | 53 | 3 | 3 | 3 | 3506.0 | 1604 | 1902.0 | 0.574 | 1953 | 61 | 0.649 | 0.458 | 8/10/2019 |
| 709224858 | Existing Customer | 53 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 2 | 3610.0 | 1629 | 1981.0 | 0.821 | 1652 | 40 | 0.481 | 0.451 | 2/11/2019 |
| 821771508 | Existing Customer | 32 | M | 0 | High School | Married | $40K - $60K | Blue | 28 | 5 | 1 | 2 | 3172.0 | 2055 | 1117.0 | 0.663 | 1939 | 36 | 0.636 | 0.648 | 11/1/2021 |
| 712216533 | Existing Customer | 44 | M | 5 | Unknown | Single | $80K - $120K | Blue | 34 | 6 | 2 | 3 | 8206.0 | 763 | 7443.0 | 0.870 | 1715 | 43 | 0.720 | 0.093 | 2/26/2020 |
| 710522433 | Existing Customer | 65 | M | 0 | Graduate | Married | Less than $40K | Blue | 46 | 3 | 2 | 2 | 2416.0 | 1499 | 917.0 | 0.905 | 2372 | 53 | 0.514 | 0.620 | 5/3/2019 |
| 779046408 | Existing Customer | 60 | M | 0 | Graduate | Married | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2458.0 | 1880 | 578.0 | 0.759 | 1238 | 30 | 0.579 | 0.765 | 11/22/2022 |
| 708595158 | Existing Customer | 27 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1677.0 | 1598 | 79.0 | 0.994 | 2389 | 43 | 0.536 | 0.953 | 5/22/2019 |
| 757266933 | Existing Customer | 52 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 45 | 4 | 1 | 4 | 11819.0 | 929 | 10890.0 | 0.773 | 2431 | 46 | 0.484 | 0.079 | 9/15/2020 |
| 816776283 | Existing Customer | 42 | M | 4 | High School | Unknown | $80K - $120K | Gold | 37 | 5 | 1 | 2 | 34516.0 | 1797 | 32719.0 | 1.314 | 1534 | 30 | 0.875 | 0.052 | 3/6/2020 |
| 719904333 | Existing Customer | 29 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1459.0 | 590 | 869.0 | 1.164 | 2229 | 52 | 1.080 | 0.404 | 10/9/2020 |
| 718264233 | Existing Customer | 29 | M | 0 | High School | Married | $40K - $60K | Blue | 13 | 4 | 1 | 4 | 1458.0 | 671 | 787.0 | 1.583 | 2449 | 56 | 0.931 | 0.460 | 2/12/2019 |
| 784798683 | Existing Customer | 38 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.846 | 1999 | 39 | 0.560 | 0.000 | 1/23/2022 |
| 710899833 | Attrited Customer | 36 | M | 2 | Graduate | Married | $40K - $60K | Blue | 18 | 3 | 1 | 3 | 7758.0 | 1408 | 6350.0 | 0.365 | 569 | 23 | 0.643 | 0.181 | 8/1/2019 |
| 780025908 | Existing Customer | 40 | F | 2 | Post-Graduate | Married | Less than $40K | Silver | 30 | 4 | 2 | 2 | 10836.0 | 1932 | 8904.0 | 0.563 | 1293 | 31 | 0.824 | 0.178 | 7/4/2020 |
| 713610033 | Existing Customer | 47 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 5062.0 | 1996 | 3066.0 | 0.591 | 1314 | 40 | 0.429 | 0.394 | 12/23/2019 |
| 709364433 | Existing Customer | 36 | F | 3 | High School | Married | Unknown | Blue | 30 | 6 | 2 | 2 | 3399.0 | 2173 | 1226.0 | 0.795 | 1571 | 34 | 1.000 | 0.639 | 5/2/2021 |
| 713086908 | Existing Customer | 26 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2212.0 | 1670 | 542.0 | 0.777 | 2520 | 51 | 0.545 | 0.755 | 10/9/2019 |
| 709793133 | Existing Customer | 43 | F | 2 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 3186.0 | 2470 | 716.0 | 0.580 | 1531 | 37 | 0.233 | 0.775 | 10/17/2019 |
| 710032608 | Existing Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 3 | 5927.0 | 2320 | 3607.0 | 0.544 | 1558 | 46 | 0.643 | 0.391 | 10/24/2019 |
| 779351208 | Existing Customer | 49 | M | 2 | Unknown | Single | $60K - $80K | Blue | 34 | 4 | 1 | 4 | 5176.0 | 0 | 5176.0 | 0.838 | 1902 | 56 | 0.931 | 0.000 | 11/10/2021 |
| 719776608 | Existing Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 1 | 3 | 3126.0 | 0 | 3126.0 | 0.824 | 1388 | 41 | 0.464 | 0.000 | 11/11/2020 |
| 709220583 | Existing Customer | 34 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 21 | 6 | 4 | 2 | 4670.0 | 0 | 4670.0 | 0.883 | 2256 | 56 | 0.600 | 0.000 | 1/1/2022 |
| 719555733 | Existing Customer | 53 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 4 | 3 | 3 | 2162.0 | 1592 | 570.0 | 0.547 | 1736 | 42 | 0.615 | 0.736 | 4/1/2021 |
| 740852733 | Existing Customer | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 42 | 4 | 1 | 2 | 10155.0 | 1805 | 8350.0 | 0.673 | 1685 | 49 | 0.815 | 0.178 | 11/19/2019 |
| 709528308 | Existing Customer | 53 | M | 4 | High School | Married | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 15242.0 | 1170 | 14072.0 | 0.496 | 1876 | 57 | 0.500 | 0.077 | 8/1/2020 |
| 715127208 | Existing Customer | 48 | M | 3 | Doctorate | Divorced | $120K + | Blue | 36 | 4 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.697 | 1699 | 48 | 0.846 | 0.073 | 12/31/2022 |
| 817144458 | Existing Customer | 32 | F | 2 | Graduate | Single | Less than $40K | Blue | 17 | 5 | 1 | 2 | 1438.3 | 1228 | 210.3 | 1.132 | 2580 | 67 | 0.971 | 0.854 | 11/6/2021 |
| 710628783 | Existing Customer | 38 | M | 4 | High School | Single | $80K - $120K | Gold | 36 | 6 | 1 | 3 | 34516.0 | 1140 | 33376.0 | 0.815 | 1445 | 45 | 0.957 | 0.033 | 12/3/2022 |
| 772145658 | Existing Customer | 43 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 1 | 3 | 16043.0 | 2036 | 14007.0 | 0.700 | 1394 | 28 | 0.750 | 0.127 | 2/20/2019 |
| 739594758 | Attrited Customer | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 3 | 2 | 3181.0 | 2517 | 664.0 | 0.595 | 818 | 16 | 0.455 | 0.791 | 9/19/2022 |
| 789198708 | Existing Customer | 58 | M | 3 | Graduate | Married | $120K + | Blue | 47 | 3 | 1 | 2 | 27088.0 | 0 | 27088.0 | 0.581 | 1135 | 24 | 0.846 | 0.000 | 9/19/2021 |
| 720953658 | Existing Customer | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5688.0 | 914 | 4774.0 | 1.099 | 1824 | 53 | 1.038 | 0.161 | 8/31/2021 |
| 771330558 | Existing Customer | 51 | M | 4 | High School | Married | $60K - $80K | Blue | 38 | 5 | 2 | 3 | 10462.0 | 1824 | 8638.0 | 0.736 | 1267 | 31 | 0.550 | 0.174 | 9/3/2020 |
| 714078558 | Attrited Customer | 62 | F | 1 | High School | Married | $40K - $60K | Blue | 53 | 2 | 1 | 1 | 5249.0 | 0 | 5249.0 | 0.758 | 1315 | 31 | 0.722 | 0.000 | 4/5/2021 |
| 712207683 | Existing Customer | 38 | M | 0 | Unknown | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 2 | 5155.0 | 684 | 4471.0 | 0.588 | 1555 | 37 | 0.480 | 0.133 | 6/17/2021 |
| 788826408 | Existing Customer | 33 | M | 1 | Uneducated | Married | $120K + | Blue | 16 | 6 | 1 | 3 | 10705.0 | 1352 | 9353.0 | 1.171 | 2434 | 58 | 0.812 | 0.126 | 4/7/2022 |
| 790128033 | Existing Customer | 54 | M | 3 | High School | Single | $80K - $120K | Blue | 47 | 3 | 1 | 2 | 16494.0 | 1348 | 15146.0 | 0.759 | 1302 | 36 | 0.385 | 0.082 | 3/26/2021 |
| 718082208 | Existing Customer | 37 | F | 1 | Graduate | Married | $40K - $60K | Blue | 30 | 5 | 3 | 4 | 6469.0 | 2351 | 4118.0 | 1.018 | 1717 | 50 | 0.667 | 0.363 | 10/13/2022 |
| 712037358 | Existing Customer | 30 | M | 0 | Unknown | Married | $60K - $80K | Blue | 23 | 3 | 3 | 2 | 5146.0 | 1773 | 3373.0 | 0.879 | 1509 | 45 | 0.667 | 0.345 | 8/3/2021 |
| 711711483 | Existing Customer | 61 | M | 0 | High School | Married | $80K - $120K | Blue | 50 | 4 | 1 | 3 | 2800.0 | 2448 | 352.0 | 0.549 | 1433 | 40 | 0.481 | 0.874 | 11/17/2022 |
| 718861458 | Existing Customer | 49 | M | 5 | Unknown | Single | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 5159.0 | 1532 | 3627.0 | 0.787 | 1826 | 37 | 0.609 | 0.297 | 1/10/2022 |
| 709426608 | Existing Customer | 56 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 46 | 5 | 2 | 4 | 5248.0 | 1816 | 3432.0 | 0.696 | 2305 | 45 | 0.731 | 0.346 | 2/6/2021 |
| 811457058 | Existing Customer | 51 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 46 | 5 | 3 | 2 | 5881.0 | 2005 | 3876.0 | 0.659 | 1931 | 56 | 0.806 | 0.341 | 4/10/2020 |
| 773073558 | Existing Customer | 44 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1467.0 | 896 | 571.0 | 0.692 | 1731 | 54 | 0.500 | 0.611 | 12/19/2021 |
| 715937133 | Existing Customer | 64 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 52 | 6 | 2 | 2 | 4999.0 | 2299 | 2700.0 | 0.716 | 1601 | 48 | 0.500 | 0.460 | 2/12/2019 |
| 713480583 | Existing Customer | 46 | F | 3 | High School | Married | Unknown | Blue | 36 | 5 | 2 | 2 | 4668.0 | 0 | 4668.0 | 0.890 | 1612 | 47 | 1.474 | 0.000 | 6/5/2020 |
| 716383683 | Existing Customer | 39 | F | 2 | Post-Graduate | Unknown | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.700 | 1338 | 28 | 0.867 | 0.000 | 11/2/2020 |
| 713693958 | Existing Customer | 38 | F | 1 | Uneducated | Single | Less than $40K | Blue | 27 | 6 | 3 | 4 | 8638.0 | 0 | 8638.0 | 0.489 | 1295 | 29 | 0.381 | 0.000 | 10/21/2020 |
| 715443708 | Existing Customer | 53 | M | 1 | Uneducated | Married | $120K + | Blue | 45 | 5 | 1 | 3 | 9343.0 | 1286 | 8057.0 | 0.712 | 1385 | 31 | 0.722 | 0.138 | 4/29/2019 |
| 770769483 | Existing Customer | 35 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 21 | 3 | 1 | 3 | 2256.0 | 775 | 1481.0 | 0.879 | 1749 | 33 | 0.435 | 0.344 | 10/19/2022 |
| 789326808 | Existing Customer | 26 | M | 0 | College | Single | $60K - $80K | Blue | 15 | 5 | 1 | 2 | 8267.0 | 1720 | 6547.0 | 0.633 | 1917 | 37 | 0.480 | 0.208 | 8/30/2019 |
| 712105533 | Existing Customer | 32 | M | 2 | High School | Single | $40K - $60K | Blue | 20 | 6 | 3 | 4 | 2235.0 | 1638 | 597.0 | 0.912 | 2905 | 56 | 0.806 | 0.733 | 11/10/2021 |
| 720674133 | Existing Customer | 36 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 16 | 5 | 3 | 2 | 3735.0 | 2027 | 1708.0 | 0.790 | 1672 | 48 | 0.655 | 0.543 | 8/30/2020 |
| 779216358 | Attrited Customer | 48 | M | 2 | College | Married | $80K - $120K | Blue | 38 | 2 | 2 | 3 | 2111.0 | 0 | 2111.0 | 0.531 | 773 | 17 | 0.133 | 0.000 | 2/21/2022 |
| 717322833 | Existing Customer | 55 | M | 2 | Unknown | Single | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 10604.0 | 1988 | 8616.0 | 0.644 | 1578 | 30 | 0.579 | 0.187 | 7/8/2019 |
| 710279508 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 5 | 3 | 2 | 21782.0 | 1006 | 20776.0 | 0.654 | 1537 | 35 | 0.591 | 0.046 | 3/22/2019 |
| 712168833 | Existing Customer | 52 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2133.0 | 1469 | 664.0 | 0.831 | 1426 | 37 | 0.682 | 0.689 | 2/16/2022 |
| 780581508 | Existing Customer | 58 | F | 1 | Doctorate | Single | $40K - $60K | Silver | 47 | 5 | 2 | 4 | 16677.0 | 1590 | 15087.0 | 0.885 | 1410 | 37 | 0.609 | 0.095 | 11/10/2020 |
| 711957708 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2717.0 | 1591 | 1126.0 | 1.596 | 2064 | 33 | 1.062 | 0.586 | 7/29/2022 |
| 778782858 | Existing Customer | 60 | M | 1 | Graduate | Single | Less than $40K | Blue | 48 | 5 | 3 | 3 | 3980.0 | 930 | 3050.0 | 0.720 | 4449 | 82 | 0.608 | 0.234 | 7/8/2021 |
| 712924383 | Attrited Customer | 55 | M | 3 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 8411.0 | 979 | 7432.0 | 1.029 | 990 | 22 | 0.375 | 0.116 | 3/20/2021 |
| 709366458 | Existing Customer | 43 | F | 3 | College | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2227.0 | 1394 | 833.0 | 1.481 | 1972 | 41 | 0.864 | 0.626 | 2/8/2021 |
| 796990908 | Existing Customer | 35 | M | 3 | Post-Graduate | Single | $80K - $120K | Silver | 29 | 5 | 3 | 2 | 34516.0 | 1872 | 32644.0 | 1.068 | 2227 | 61 | 1.103 | 0.054 | 12/9/2019 |
| 715702758 | Existing Customer | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1860.0 | 0 | 1860.0 | 0.992 | 1731 | 29 | 0.611 | 0.000 | 8/19/2020 |
| 788974608 | Existing Customer | 48 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 35 | 5 | 1 | 3 | 2829.0 | 2342 | 487.0 | 0.991 | 1561 | 41 | 1.050 | 0.828 | 7/21/2019 |
| 714790008 | Existing Customer | 38 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3764.0 | 0 | 3764.0 | 0.583 | 1572 | 57 | 0.357 | 0.000 | 9/20/2022 |
| 787438983 | Existing Customer | 43 | M | 3 | College | Single | $40K - $60K | Blue | 23 | 6 | 2 | 2 | 4559.0 | 1664 | 2895.0 | 0.871 | 1652 | 37 | 0.609 | 0.365 | 2/17/2021 |
| 713834358 | Existing Customer | 36 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 4 | 4701.0 | 1492 | 3209.0 | 0.805 | 1679 | 32 | 0.455 | 0.317 | 1/1/2022 |
| 710084883 | Existing Customer | 34 | M | 2 | College | Married | $80K - $120K | Blue | 22 | 4 | 2 | 4 | 1631.0 | 0 | 1631.0 | 1.893 | 2962 | 57 | 1.111 | 0.000 | 6/30/2022 |
| 710736558 | Existing Customer | 39 | F | 2 | Unknown | Married | Unknown | Blue | 36 | 4 | 3 | 4 | 8096.0 | 1474 | 6622.0 | 0.789 | 1794 | 41 | 0.783 | 0.182 | 6/30/2022 |
| 788915283 | Existing Customer | 43 | F | 2 | College | Single | Less than $40K | Blue | 29 | 5 | 1 | 2 | 2304.0 | 1589 | 715.0 | 0.872 | 1273 | 36 | 0.895 | 0.690 | 8/23/2021 |
| 714916758 | Existing Customer | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5210.0 | 0 | 5210.0 | 0.531 | 1309 | 45 | 0.607 | 0.000 | 5/6/2020 |
| 789611283 | Existing Customer | 44 | M | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 5 | 2 | 3 | 5452.0 | 2091 | 3361.0 | 0.813 | 1347 | 30 | 0.500 | 0.384 | 9/5/2019 |
| 773288958 | Existing Customer | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 3 | 7475.0 | 1473 | 6002.0 | 0.775 | 1592 | 30 | 0.429 | 0.197 | 12/29/2021 |
| 811721133 | Existing Customer | 62 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 5 | 3 | 3 | 2359.0 | 1242 | 1117.0 | 1.043 | 2021 | 50 | 0.613 | 0.526 | 8/3/2019 |
| 813961233 | Existing Customer | 30 | M | 0 | Unknown | Single | $80K - $120K | Blue | 25 | 5 | 2 | 2 | 4237.0 | 1676 | 2561.0 | 0.786 | 2465 | 88 | 0.725 | 0.396 | 2/6/2020 |
| 783020958 | Existing Customer | 39 | M | 3 | Unknown | Married | $80K - $120K | Blue | 33 | 6 | 6 | 4 | 18582.0 | 794 | 17788.0 | 0.717 | 1836 | 46 | 0.586 | 0.043 | 9/12/2020 |
| 715764483 | Existing Customer | 53 | F | 3 | High School | Unknown | Less than $40K | Blue | 37 | 3 | 2 | 4 | 7202.0 | 974 | 6228.0 | 0.517 | 1397 | 33 | 0.500 | 0.135 | 6/8/2022 |
| 798110358 | Existing Customer | 64 | F | 1 | High School | Married | $40K - $60K | Blue | 56 | 4 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.693 | 1417 | 35 | 0.591 | 0.000 | 6/28/2020 |
| 715745508 | Existing Customer | 51 | F | 4 | Graduate | Single | Unknown | Blue | 34 | 3 | 1 | 2 | 11221.0 | 1279 | 9942.0 | 1.116 | 1564 | 45 | 1.647 | 0.114 | 12/5/2019 |
| 714350658 | Existing Customer | 32 | M | 1 | Graduate | Single | Unknown | Blue | 26 | 6 | 3 | 4 | 18889.0 | 1880 | 17009.0 | 0.702 | 2979 | 55 | 0.774 | 0.100 | 6/6/2020 |
| 826478958 | Existing Customer | 52 | M | 1 | College | Married | $80K - $120K | Blue | 48 | 4 | 3 | 3 | 2066.0 | 1601 | 465.0 | 0.742 | 1578 | 41 | 0.414 | 0.775 | 3/3/2021 |
| 719127558 | Existing Customer | 43 | M | 2 | High School | Divorced | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 34516.0 | 1075 | 33441.0 | 0.727 | 3015 | 65 | 0.477 | 0.031 | 9/4/2020 |
| 712454958 | Existing Customer | 40 | M | 5 | Graduate | Single | $60K - $80K | Blue | 27 | 6 | 1 | 2 | 2742.0 | 1416 | 1326.0 | 0.761 | 1539 | 38 | 1.111 | 0.516 | 8/14/2019 |
| 718561458 | Existing Customer | 54 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 4 | 1 | 4 | 20050.0 | 1225 | 18825.0 | 0.907 | 1306 | 26 | 0.238 | 0.061 | 11/14/2020 |
| 822984108 | Existing Customer | 34 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 4 | 1 | 3 | 3046.0 | 2279 | 767.0 | 0.611 | 2330 | 69 | 0.643 | 0.748 | 1/23/2022 |
| 719469333 | Existing Customer | 33 | F | 1 | High School | Single | Less than $40K | Blue | 25 | 6 | 3 | 4 | 6193.0 | 695 | 5498.0 | 0.632 | 2456 | 69 | 0.725 | 0.112 | 11/28/2020 |
| 720871383 | Existing Customer | 36 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 5 | 3 | 3 | 5634.0 | 1996 | 3638.0 | 1.589 | 2366 | 49 | 0.690 | 0.354 | 6/28/2021 |
| 788827308 | Existing Customer | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 50 | 6 | 2 | 4 | 4507.0 | 1574 | 2933.0 | 0.744 | 1793 | 38 | 0.652 | 0.349 | 4/7/2021 |
| 710180958 | Existing Customer | 43 | M | 3 | High School | Single | $40K - $60K | Blue | 33 | 5 | 2 | 3 | 3040.0 | 2517 | 523.0 | 0.493 | 1598 | 31 | 0.476 | 0.828 | 11/15/2022 |
| 778346283 | Existing Customer | 53 | M | 0 | Graduate | Married | $120K + | Blue | 33 | 4 | 3 | 3 | 21006.0 | 1905 | 19101.0 | 0.701 | 1856 | 57 | 0.781 | 0.091 | 8/26/2019 |
| 787547208 | Existing Customer | 48 | F | 3 | College | Single | Less than $40K | Blue | 38 | 3 | 3 | 4 | 7326.0 | 1710 | 5616.0 | 1.171 | 1852 | 62 | 1.000 | 0.233 | 7/23/2021 |
| 714983283 | Attrited Customer | 39 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3651.0 | 0 | 3651.0 | 0.977 | 862 | 19 | 1.111 | 0.000 | 5/1/2019 |
| 789344358 | Existing Customer | 57 | F | 1 | Unknown | Married | Less than $40K | Blue | 47 | 4 | 1 | 3 | 3416.0 | 2468 | 948.0 | 0.598 | 1536 | 42 | 0.556 | 0.722 | 7/19/2020 |
| 710406633 | Attrited Customer | 51 | F | 3 | Uneducated | Married | Unknown | Blue | 36 | 3 | 3 | 2 | 3664.0 | 0 | 3664.0 | 0.839 | 1168 | 31 | 0.409 | 0.000 | 4/23/2021 |
| 767653233 | Existing Customer | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 42 | 6 | 1 | 3 | 6085.0 | 930 | 5155.0 | 1.307 | 3154 | 59 | 0.967 | 0.153 | 6/7/2021 |
| 719461008 | Existing Customer | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 5 | 3 | 2 | 22332.0 | 1748 | 20584.0 | 0.841 | 1318 | 28 | 0.647 | 0.078 | 11/7/2022 |
| 789731433 | Existing Customer | 26 | F | 0 | Unknown | Single | Less than $40K | Blue | 13 | 4 | 2 | 4 | 2063.0 | 1390 | 673.0 | 0.877 | 2602 | 42 | 0.556 | 0.674 | 4/24/2020 |
| 775198608 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 5 | 3 | 3 | 4429.0 | 0 | 4429.0 | 1.065 | 1970 | 40 | 0.818 | 0.000 | 12/3/2020 |
| 717567333 | Existing Customer | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 26 | 6 | 3 | 2 | 3991.0 | 1982 | 2009.0 | 0.748 | 1661 | 35 | 0.944 | 0.497 | 11/8/2022 |
| 772794108 | Existing Customer | 46 | F | 3 | Doctorate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2201.0 | 651 | 1550.0 | 0.825 | 3165 | 65 | 0.585 | 0.296 | 2/12/2022 |
| 712072908 | Existing Customer | 48 | M | 4 | College | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2852.0 | 736 | 2116.0 | 0.386 | 1382 | 40 | 0.290 | 0.258 | 7/8/2021 |
| 709328733 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 37 | 6 | 3 | 3 | 9723.0 | 2459 | 7264.0 | 0.444 | 1258 | 24 | 1.000 | 0.253 | 10/24/2022 |
| 788107683 | Existing Customer | 35 | M | 4 | High School | Married | $40K - $60K | Blue | 27 | 6 | 2 | 3 | 5325.0 | 1318 | 4007.0 | 1.045 | 1814 | 43 | 0.593 | 0.248 | 2/9/2020 |
| 713757633 | Existing Customer | 65 | F | 0 | Unknown | Married | $40K - $60K | Blue | 56 | 3 | 2 | 4 | 7427.0 | 1303 | 6124.0 | 0.610 | 1596 | 42 | 0.909 | 0.175 | 5/30/2020 |
| 713279808 | Existing Customer | 53 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 5619.0 | 1310 | 4309.0 | 1.276 | 1816 | 30 | 1.143 | 0.233 | 3/28/2021 |
| 712440483 | Existing Customer | 54 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 3 | 1 | 3 | 5413.0 | 1836 | 3577.0 | 0.766 | 1164 | 43 | 0.593 | 0.339 | 11/9/2021 |
| 715078383 | Existing Customer | 64 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 3 | 1 | 3 | 7646.0 | 1010 | 6636.0 | 0.421 | 1667 | 47 | 0.469 | 0.132 | 9/24/2021 |
| 709214358 | Existing Customer | 39 | F | 3 | Graduate | Divorced | Unknown | Blue | 30 | 3 | 3 | 2 | 2420.0 | 1422 | 998.0 | 0.731 | 1362 | 24 | 0.714 | 0.588 | 2/11/2021 |
| 778399008 | Existing Customer | 50 | M | 0 | High School | Married | $80K - $120K | Blue | 30 | 3 | 4 | 2 | 4252.0 | 0 | 4252.0 | 0.478 | 1598 | 45 | 0.324 | 0.000 | 10/9/2021 |
| 811534983 | Existing Customer | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 5 | 2 | 4 | 2031.0 | 1069 | 962.0 | 0.870 | 1943 | 47 | 0.621 | 0.526 | 12/1/2021 |
| 719728383 | Existing Customer | 38 | F | 4 | Graduate | Married | Unknown | Blue | 28 | 4 | 1 | 2 | 6861.0 | 1598 | 5263.0 | 2.103 | 2228 | 39 | 0.950 | 0.233 | 11/13/2022 |
| 718726833 | Existing Customer | 39 | M | 1 | High School | Married | $80K - $120K | Blue | 28 | 4 | 2 | 4 | 3327.0 | 0 | 3327.0 | 1.089 | 1665 | 36 | 0.636 | 0.000 | 6/22/2022 |
| 780605508 | Existing Customer | 53 | M | 1 | Unknown | Married | $40K - $60K | Blue | 41 | 5 | 1 | 3 | 2885.0 | 1433 | 1452.0 | 1.017 | 1170 | 23 | 0.769 | 0.497 | 7/10/2021 |
| 719450508 | Existing Customer | 53 | M | 2 | High School | Married | $120K + | Blue | 41 | 4 | 3 | 3 | 7272.0 | 2037 | 5235.0 | 0.795 | 2333 | 56 | 0.697 | 0.280 | 3/15/2022 |
| 711213108 | Existing Customer | 32 | M | 1 | College | Divorced | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.845 | 2305 | 60 | 0.714 | 0.000 | 7/4/2022 |
| 708488208 | Existing Customer | 57 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 5 | 3 | 3 | 2515.0 | 1922 | 593.0 | 1.181 | 2231 | 58 | 0.611 | 0.764 | 5/9/2022 |
| 717206508 | Existing Customer | 65 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2798.0 | 1806 | 992.0 | 0.765 | 1543 | 35 | 0.591 | 0.645 | 3/4/2020 |
| 821836008 | Existing Customer | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 53 | 5 | 2 | 4 | 34516.0 | 2099 | 32417.0 | 0.629 | 1233 | 26 | 0.857 | 0.061 | 9/17/2021 |
| 807244983 | Existing Customer | 65 | F | 0 | College | Married | Less than $40K | Blue | 56 | 6 | 1 | 2 | 1438.3 | 680 | 758.3 | 0.512 | 2283 | 55 | 0.571 | 0.473 | 9/5/2019 |
| 821872758 | Existing Customer | 65 | M | 0 | High School | Single | Less than $40K | Silver | 56 | 4 | 2 | 4 | 12609.0 | 2517 | 10092.0 | 0.833 | 2121 | 49 | 0.531 | 0.200 | 9/17/2019 |
| 809959683 | Existing Customer | 55 | M | 2 | College | Married | $80K - $120K | Blue | 50 | 4 | 2 | 4 | 19159.0 | 2108 | 17051.0 | 0.690 | 1813 | 52 | 0.576 | 0.110 | 9/15/2019 |
| 715079208 | Existing Customer | 54 | M | 1 | College | Married | $80K - $120K | Blue | 42 | 4 | 1 | 4 | 9642.0 | 2517 | 7125.0 | 0.614 | 1401 | 35 | 0.458 | 0.261 | 6/26/2020 |
| 767049258 | Existing Customer | 44 | M | 4 | High School | Single | $120K + | Blue | 37 | 5 | 3 | 3 | 8396.0 | 1672 | 6724.0 | 0.602 | 1475 | 35 | 0.750 | 0.199 | 8/30/2021 |
| 709579383 | Existing Customer | 58 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 50 | 5 | 3 | 2 | 6978.0 | 1148 | 5830.0 | 1.645 | 1362 | 26 | 1.000 | 0.165 | 11/27/2022 |
| 781923483 | Existing Customer | 53 | F | 1 | College | Married | $40K - $60K | Blue | 47 | 3 | 3 | 4 | 2459.0 | 1733 | 726.0 | 1.216 | 2309 | 62 | 0.632 | 0.705 | 5/8/2020 |
| 718654533 | Existing Customer | 33 | F | 1 | High School | Single | Less than $40K | Silver | 24 | 5 | 2 | 2 | 12956.0 | 0 | 12956.0 | 1.053 | 2492 | 56 | 0.931 | 0.000 | 1/1/2020 |
| 716169258 | Existing Customer | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 4 | 7128.0 | 1560 | 5568.0 | 0.573 | 1468 | 44 | 0.760 | 0.219 | 2/16/2020 |
| 713908683 | Existing Customer | 51 | M | 1 | Unknown | Single | $80K - $120K | Blue | 41 | 6 | 2 | 2 | 18749.0 | 1314 | 17435.0 | 0.711 | 1381 | 33 | 0.435 | 0.070 | 9/16/2020 |
| 708212658 | Existing Customer | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 3 | 2 | 2193.0 | 1260 | 933.0 | 0.886 | 1799 | 47 | 0.567 | 0.575 | 11/20/2019 |
| 756013833 | Existing Customer | 57 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 4522.0 | 1861 | 2661.0 | 0.957 | 1806 | 38 | 0.727 | 0.412 | 7/26/2020 |
| 719358333 | Existing Customer | 36 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 28 | 3 | 1 | 4 | 2157.0 | 574 | 1583.0 | 0.825 | 1663 | 33 | 0.320 | 0.266 | 12/2/2022 |
| 713735508 | Existing Customer | 35 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 3 | 1 | 2 | 11927.0 | 675 | 11252.0 | 0.574 | 1986 | 36 | 0.636 | 0.057 | 3/30/2021 |
| 805259733 | Existing Customer | 55 | F | 2 | Unknown | Married | Unknown | Blue | 50 | 6 | 1 | 4 | 11341.0 | 0 | 11341.0 | 0.412 | 1731 | 46 | 0.586 | 0.000 | 9/24/2022 |
| 738749733 | Existing Customer | 57 | F | 4 | Doctorate | Married | Unknown | Blue | 47 | 4 | 3 | 3 | 7345.0 | 1814 | 5531.0 | 0.472 | 1390 | 30 | 0.250 | 0.247 | 2/13/2022 |
| 814833408 | Existing Customer | 56 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 51 | 3 | 3 | 4 | 6036.0 | 1409 | 4627.0 | 0.560 | 1741 | 45 | 0.364 | 0.233 | 8/9/2019 |
| 719182308 | Existing Customer | 38 | F | 2 | High School | Single | Less than $40K | Blue | 27 | 6 | 1 | 3 | 2096.0 | 1567 | 529.0 | 0.778 | 1559 | 49 | 1.042 | 0.748 | 3/12/2022 |
| 818497758 | Existing Customer | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 1 | 3 | 1906.0 | 1271 | 635.0 | 0.574 | 1343 | 37 | 0.682 | 0.667 | 5/18/2022 |
| 719518308 | Existing Customer | 48 | M | 2 | Unknown | Unknown | $80K - $120K | Blue | 35 | 5 | 2 | 4 | 5039.0 | 0 | 5039.0 | 0.757 | 1390 | 23 | 0.769 | 0.000 | 2/25/2021 |
| 709991883 | Attrited Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 2 | 1 | 2 | 6214.0 | 1147 | 5067.0 | 0.861 | 938 | 35 | 0.750 | 0.185 | 9/9/2021 |
| 770901258 | Existing Customer | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1512.0 | 810 | 702.0 | 1.294 | 2558 | 44 | 0.571 | 0.536 | 6/28/2019 |
| 711499158 | Existing Customer | 47 | M | 2 | Uneducated | Married | $80K - $120K | Silver | 38 | 4 | 3 | 4 | 34516.0 | 733 | 33783.0 | 1.229 | 3018 | 60 | 0.538 | 0.021 | 11/4/2022 |
| 720445533 | Existing Customer | 60 | F | 1 | College | Married | Less than $40K | Blue | 53 | 4 | 3 | 3 | 3346.0 | 922 | 2424.0 | 0.913 | 1276 | 21 | 0.750 | 0.276 | 2/15/2020 |
| 809951133 | Attrited Customer | 54 | M | 3 | College | Single | $120K + | Blue | 49 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 1.203 | 2115 | 24 | 0.263 | 0.000 | 7/27/2020 |
| 714657108 | Existing Customer | 37 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 6660.0 | 1362 | 5298.0 | 1.360 | 2660 | 51 | 0.759 | 0.205 | 8/11/2021 |
| 789048858 | Existing Customer | 32 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 20 | 5 | 2 | 3 | 2234.0 | 1865 | 369.0 | 0.732 | 2115 | 59 | 0.439 | 0.835 | 9/27/2022 |
| 771816408 | Existing Customer | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 4 | 2 | 9671.0 | 704 | 8967.0 | 0.699 | 2955 | 66 | 0.941 | 0.073 | 3/15/2021 |
| 798158808 | Existing Customer | 53 | F | 1 | College | Single | $40K - $60K | Blue | 47 | 5 | 3 | 2 | 6605.0 | 1479 | 5126.0 | 0.739 | 2017 | 47 | 0.679 | 0.224 | 7/10/2022 |
| 787685658 | Existing Customer | 43 | M | 2 | High School | Divorced | $80K - $120K | Blue | 33 | 4 | 3 | 2 | 3083.0 | 1898 | 1185.0 | 1.042 | 1448 | 30 | 2.000 | 0.616 | 12/9/2020 |
| 720141408 | Attrited Customer | 49 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 1 | 2 | 5456.0 | 951 | 4505.0 | 0.737 | 1096 | 27 | 0.588 | 0.174 | 9/24/2022 |
| 788699808 | Existing Customer | 38 | F | 4 | Unknown | Single | Unknown | Blue | 14 | 4 | 1 | 2 | 4394.0 | 0 | 4394.0 | 0.889 | 1538 | 43 | 0.536 | 0.000 | 8/24/2020 |
| 708216108 | Existing Customer | 56 | F | 1 | College | Married | $40K - $60K | Blue | 44 | 5 | 1 | 4 | 4088.0 | 1557 | 2531.0 | 1.248 | 2250 | 39 | 0.857 | 0.381 | 6/1/2020 |
| 715074258 | Existing Customer | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 3930.0 | 0 | 3930.0 | 0.758 | 2067 | 42 | 0.355 | 0.000 | 10/13/2020 |
| 771653583 | Existing Customer | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 3 | 2 | 4 | 4188.0 | 1147 | 3041.0 | 1.042 | 1276 | 25 | 1.083 | 0.274 | 9/10/2020 |
| 717374358 | Existing Customer | 33 | M | 1 | Unknown | Married | $60K - $80K | Blue | 22 | 3 | 3 | 0 | 3637.0 | 1998 | 1639.0 | 1.412 | 2161 | 56 | 0.931 | 0.549 | 8/4/2022 |
| 720836808 | Existing Customer | 35 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 4 | 2 | 2 | 11521.0 | 1147 | 10374.0 | 1.023 | 2260 | 68 | 1.125 | 0.100 | 7/10/2019 |
| 818701383 | Existing Customer | 37 | M | 3 | High School | Married | $60K - $80K | Blue | 32 | 6 | 2 | 2 | 2253.0 | 1667 | 586.0 | 0.884 | 1641 | 45 | 0.667 | 0.740 | 4/29/2019 |
| 717277833 | Existing Customer | 27 | F | 1 | Graduate | Single | Unknown | Blue | 13 | 6 | 2 | 4 | 2339.0 | 2080 | 259.0 | 1.067 | 2294 | 45 | 0.452 | 0.889 | 8/5/2021 |
| 778137108 | Existing Customer | 43 | M | 4 | High School | Single | $80K - $120K | Blue | 37 | 6 | 1 | 2 | 30503.0 | 2517 | 27986.0 | 0.462 | 1860 | 47 | 0.306 | 0.083 | 9/18/2022 |
| 720973833 | Existing Customer | 49 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 4596.0 | 0 | 4596.0 | 0.930 | 2872 | 62 | 0.722 | 0.000 | 7/28/2021 |
| 768490458 | Attrited Customer | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 43 | 1 | 3 | 3 | 5701.0 | 2517 | 3184.0 | 0.716 | 961 | 32 | 0.524 | 0.442 | 10/6/2021 |
| 751487358 | Existing Customer | 39 | F | 3 | Graduate | Married | Less than $40K | Blue | 32 | 5 | 6 | 3 | 3221.0 | 0 | 3221.0 | 0.678 | 1765 | 40 | 0.600 | 0.000 | 12/7/2021 |
| 712742808 | Existing Customer | 41 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 3 | 3 | 3022.0 | 1142 | 1880.0 | 0.403 | 1184 | 21 | 0.615 | 0.378 | 12/17/2019 |
| 712820208 | Existing Customer | 32 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2699.0 | 1609 | 1090.0 | 0.893 | 2141 | 56 | 0.806 | 0.596 | 4/6/2020 |
| 794649858 | Existing Customer | 58 | F | 1 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2210.0 | 1624 | 586.0 | 0.627 | 1287 | 37 | 0.480 | 0.735 | 10/29/2019 |
| 755262933 | Existing Customer | 56 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 49 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.770 | 1446 | 38 | 0.810 | 0.000 | 8/30/2022 |
| 709541433 | Existing Customer | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2041.0 | 1687 | 354.0 | 0.677 | 1555 | 45 | 0.552 | 0.827 | 3/2/2019 |
| 820622433 | Existing Customer | 39 | M | 1 | High School | Married | $120K + | Blue | 34 | 4 | 2 | 2 | 3250.0 | 1698 | 1552.0 | 0.767 | 2006 | 58 | 0.568 | 0.522 | 9/11/2022 |
| 712586583 | Existing Customer | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 6 | 3 | 4 | 1643.0 | 1101 | 542.0 | 0.713 | 2152 | 50 | 0.471 | 0.670 | 1/29/2019 |
| 709816158 | Existing Customer | 31 | F | 1 | Unknown | Single | Unknown | Silver | 36 | 4 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.791 | 2183 | 60 | 1.069 | 0.000 | 7/17/2019 |
| 712196508 | Attrited Customer | 46 | F | 3 | High School | Single | Unknown | Blue | 34 | 4 | 3 | 3 | 29543.0 | 1164 | 28379.0 | 0.717 | 1015 | 27 | 0.350 | 0.039 | 11/14/2020 |
| 767269908 | Existing Customer | 36 | M | 2 | College | Married | $120K + | Blue | 29 | 6 | 3 | 2 | 3158.0 | 0 | 3158.0 | 1.209 | 2973 | 63 | 0.969 | 0.000 | 10/11/2019 |
| 710927733 | Existing Customer | 39 | M | 1 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 2899.0 | 1999 | 900.0 | 0.832 | 1687 | 35 | 0.591 | 0.690 | 12/22/2020 |
| 711310908 | Existing Customer | 53 | F | 4 | College | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2972.0 | 2160 | 812.0 | 0.956 | 2552 | 62 | 0.676 | 0.727 | 2/23/2020 |
| 788862333 | Existing Customer | 38 | F | 3 | Uneducated | Married | Less than $40K | Blue | 23 | 6 | 2 | 2 | 5645.0 | 0 | 5645.0 | 1.050 | 1527 | 32 | 0.455 | 0.000 | 2/2/2020 |
| 713194608 | Existing Customer | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2463.0 | 1751 | 712.0 | 0.854 | 2171 | 58 | 0.758 | 0.711 | 12/15/2020 |
| 793550958 | Existing Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.800 | 1501 | 40 | 0.739 | 0.000 | 10/1/2020 |
| 712607583 | Existing Customer | 56 | M | 1 | College | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 34516.0 | 1477 | 33039.0 | 1.234 | 2395 | 50 | 0.724 | 0.043 | 1/29/2020 |
| 713921058 | Existing Customer | 55 | F | 3 | High School | Married | Less than $40K | Blue | 48 | 6 | 2 | 2 | 2897.0 | 1601 | 1296.0 | 0.878 | 1337 | 25 | 0.471 | 0.553 | 10/28/2020 |
| 709183683 | Existing Customer | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 0 | 5391.0 | 0 | 5391.0 | 1.075 | 1971 | 56 | 0.600 | 0.000 | 8/8/2021 |
| 713407458 | Existing Customer | 62 | F | 0 | Graduate | Single | Unknown | Blue | 36 | 5 | 2 | 4 | 2870.0 | 2284 | 586.0 | 0.661 | 3946 | 74 | 0.574 | 0.796 | 5/16/2020 |
| 715241583 | Existing Customer | 34 | M | 3 | High School | Married | $120K + | Blue | 25 | 3 | 2 | 4 | 23959.0 | 2517 | 21442.0 | 0.926 | 1870 | 45 | 0.667 | 0.105 | 6/14/2019 |
| 710475408 | Existing Customer | 33 | M | 3 | High School | Married | $60K - $80K | Blue | 25 | 5 | 2 | 2 | 14918.0 | 2028 | 12890.0 | 1.342 | 2171 | 35 | 1.059 | 0.136 | 4/22/2019 |
| 708971583 | Existing Customer | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 29 | 3 | 3 | 2 | 3590.0 | 1924 | 1666.0 | 0.573 | 1472 | 37 | 0.762 | 0.536 | 11/30/2020 |
| 714547458 | Existing Customer | 65 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 3 | 3 | 2 | 2297.0 | 0 | 2297.0 | 0.511 | 1941 | 51 | 0.417 | 0.000 | 4/14/2022 |
| 827631483 | Existing Customer | 57 | M | 1 | High School | Married | $80K - $120K | Blue | 53 | 3 | 2 | 4 | 25058.0 | 1710 | 23348.0 | 0.613 | 2053 | 55 | 0.528 | 0.068 | 8/6/2022 |
| 711159108 | Attrited Customer | 58 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 7418.0 | 396 | 7022.0 | 0.826 | 911 | 26 | 1.000 | 0.053 | 1/30/2022 |
| 789262683 | Existing Customer | 60 | M | 1 | Unknown | Divorced | $40K - $60K | Blue | 49 | 4 | 3 | 2 | 3012.0 | 0 | 3012.0 | 0.538 | 1315 | 23 | 0.278 | 0.000 | 2/1/2021 |
| 712940508 | Existing Customer | 39 | M | 3 | Unknown | Single | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 4562.0 | 1721 | 2841.0 | 0.896 | 1896 | 50 | 1.500 | 0.377 | 6/29/2021 |
| 789733008 | Existing Customer | 39 | F | 2 | High School | Married | Unknown | Blue | 27 | 6 | 2 | 2 | 10723.0 | 1529 | 9194.0 | 1.426 | 2938 | 63 | 0.703 | 0.143 | 9/19/2020 |
| 714703158 | Existing Customer | 39 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1578.0 | 760 | 818.0 | 0.709 | 2017 | 43 | 0.955 | 0.482 | 12/19/2021 |
| 710255208 | Existing Customer | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 49 | 4 | 2 | 4 | 2094.0 | 1560 | 534.0 | 0.537 | 1969 | 41 | 0.367 | 0.745 | 7/11/2020 |
| 779236083 | Existing Customer | 37 | F | 3 | High School | Married | Less than $40K | Blue | 19 | 5 | 1 | 3 | 4138.0 | 0 | 4138.0 | 1.168 | 2420 | 50 | 0.613 | 0.000 | 8/25/2019 |
| 713438358 | Existing Customer | 41 | F | 4 | Graduate | Married | Unknown | Blue | 30 | 3 | 1 | 2 | 5417.0 | 1904 | 3513.0 | 0.496 | 1768 | 56 | 0.556 | 0.351 | 7/6/2021 |
| 715973583 | Existing Customer | 56 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 6 | 3 | 3 | 34516.0 | 1047 | 33469.0 | 0.610 | 1378 | 30 | 0.429 | 0.030 | 10/7/2020 |
| 794113758 | Existing Customer | 60 | M | 0 | High School | Married | $60K - $80K | Blue | 54 | 6 | 1 | 2 | 9592.0 | 1968 | 7624.0 | 0.610 | 1821 | 55 | 0.447 | 0.205 | 7/16/2020 |
| 709452633 | Existing Customer | 56 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 8881.0 | 2145 | 6736.0 | 0.705 | 2027 | 49 | 0.815 | 0.242 | 2/6/2019 |
| 788210583 | Existing Customer | 62 | M | 0 | College | Married | $40K - $60K | Blue | 54 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.795 | 1843 | 49 | 0.581 | 0.000 | 1/4/2020 |
| 717784983 | Existing Customer | 41 | F | 2 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 3893.0 | 1157 | 2736.0 | 1.169 | 1536 | 39 | 0.773 | 0.297 | 10/24/2021 |
| 786557358 | Existing Customer | 44 | F | 1 | Unknown | Married | Less than $40K | Blue | 38 | 5 | 2 | 4 | 3242.0 | 799 | 2443.0 | 0.459 | 1424 | 37 | 0.028 | 0.246 | 2/7/2019 |
| 768460908 | Existing Customer | 59 | M | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 3 | 3 | 3 | 6035.0 | 1392 | 4643.0 | 0.361 | 1551 | 32 | 0.600 | 0.231 | 5/6/2020 |
| 718899708 | Existing Customer | 55 | F | 1 | College | Married | Unknown | Blue | 36 | 6 | 3 | 2 | 17642.0 | 1846 | 15796.0 | 0.720 | 2148 | 54 | 0.862 | 0.105 | 11/14/2020 |
| 714697533 | Existing Customer | 26 | M | 1 | High School | Single | $60K - $80K | Blue | 15 | 6 | 3 | 3 | 4327.0 | 0 | 4327.0 | 0.624 | 2344 | 48 | 0.297 | 0.000 | 8/19/2022 |
| 713206683 | Attrited Customer | 40 | M | 4 | Graduate | Single | $80K - $120K | Silver | 22 | 3 | 1 | 3 | 34516.0 | 0 | 34516.0 | 0.640 | 1028 | 26 | 0.300 | 0.000 | 1/30/2019 |
| 708679383 | Existing Customer | 44 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 32 | 5 | 1 | 3 | 4852.0 | 1777 | 3075.0 | 0.667 | 1775 | 55 | 1.037 | 0.366 | 8/27/2021 |
| 713067033 | Existing Customer | 37 | M | 2 | Uneducated | Single | Unknown | Blue | 28 | 5 | 3 | 3 | 7147.0 | 1424 | 5723.0 | 0.821 | 2539 | 50 | 1.273 | 0.199 | 8/24/2020 |
| 789314133 | Existing Customer | 37 | M | 1 | High School | Married | $60K - $80K | Blue | 27 | 6 | 3 | 3 | 10320.0 | 1799 | 8521.0 | 0.750 | 1754 | 45 | 0.500 | 0.174 | 6/24/2021 |
| 713956308 | Existing Customer | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 2 | 3297.0 | 2297 | 1000.0 | 0.744 | 1894 | 56 | 0.556 | 0.697 | 10/15/2020 |
| 711595833 | Existing Customer | 46 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 9981.0 | 807 | 9174.0 | 0.655 | 1456 | 30 | 0.667 | 0.081 | 6/19/2022 |
| 779521533 | Existing Customer | 53 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 3329.0 | 1092 | 2237.0 | 1.466 | 1978 | 33 | 0.833 | 0.328 | 4/24/2022 |
| 715225458 | Existing Customer | 56 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 5991.0 | 1993 | 3998.0 | 0.673 | 1867 | 53 | 0.767 | 0.333 | 4/27/2020 |
| 716487408 | Existing Customer | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 30 | 3 | 1 | 3 | 3235.0 | 2517 | 718.0 | 1.091 | 1637 | 43 | 0.870 | 0.778 | 5/18/2019 |
| 719338383 | Existing Customer | 34 | M | 2 | High School | Married | $120K + | Blue | 21 | 3 | 3 | 3 | 6259.0 | 1063 | 5196.0 | 0.668 | 1836 | 50 | 0.515 | 0.170 | 4/3/2022 |
| 710523333 | Existing Customer | 65 | M | 0 | Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 2 | 2541.0 | 1616 | 925.0 | 0.417 | 1416 | 27 | 0.588 | 0.636 | 12/29/2021 |
| 787489083 | Existing Customer | 55 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 6 | 2 | 4 | 21351.0 | 2517 | 18834.0 | 0.818 | 1887 | 32 | 0.882 | 0.118 | 4/27/2020 |
| 720747633 | Existing Customer | 32 | M | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 8998.0 | 1471 | 7527.0 | 0.844 | 1931 | 48 | 0.371 | 0.163 | 9/18/2020 |
| 779480658 | Existing Customer | 58 | F | 4 | Graduate | Married | Unknown | Blue | 42 | 3 | 3 | 4 | 10247.0 | 1600 | 8647.0 | 0.630 | 1754 | 44 | 0.692 | 0.156 | 3/20/2021 |
| 711498258 | Existing Customer | 54 | M | 3 | High School | Married | $120K + | Blue | 42 | 6 | 3 | 2 | 20311.0 | 1655 | 18656.0 | 0.431 | 1266 | 34 | 0.308 | 0.081 | 7/26/2021 |
| 709316433 | Existing Customer | 52 | M | 2 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 4 | 33182.0 | 1997 | 31185.0 | 0.755 | 1630 | 43 | 0.870 | 0.060 | 5/10/2019 |
| 778734108 | Existing Customer | 36 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 16 | 4 | 5 | 4 | 1686.0 | 1252 | 434.0 | 0.575 | 1758 | 42 | 1.100 | 0.743 | 12/3/2021 |
| 778388358 | Attrited Customer | 56 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 4742.0 | 855 | 3887.0 | 0.635 | 870 | 24 | 0.500 | 0.180 | 9/21/2021 |
| 716773533 | Existing Customer | 33 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 1726.0 | 1215 | 511.0 | 1.175 | 1712 | 48 | 0.548 | 0.704 | 10/11/2019 |
| 822130683 | Existing Customer | 61 | M | 0 | Graduate | Married | $80K - $120K | Blue | 56 | 4 | 2 | 4 | 8420.0 | 1389 | 7031.0 | 0.522 | 1114 | 34 | 0.545 | 0.165 | 1/12/2022 |
| 717268458 | Existing Customer | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 49 | 4 | 3 | 4 | 3352.0 | 1713 | 1639.0 | 0.657 | 1952 | 50 | 0.667 | 0.511 | 5/22/2022 |
| 827888433 | Existing Customer | 43 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 39 | 5 | 2 | 2 | 6648.0 | 2242 | 4406.0 | 0.790 | 2089 | 60 | 0.579 | 0.337 | 10/17/2022 |
| 716522583 | Existing Customer | 48 | F | 3 | College | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2335.0 | 1845 | 490.0 | 0.537 | 1362 | 33 | 0.269 | 0.790 | 5/10/2022 |
| 789415983 | Existing Customer | 36 | M | 3 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 3 | 2 | 12397.0 | 1001 | 11396.0 | 0.756 | 1888 | 42 | 0.448 | 0.081 | 3/5/2021 |
| 719819958 | Existing Customer | 34 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 26 | 5 | 1 | 4 | 1438.3 | 708 | 730.3 | 1.212 | 2243 | 43 | 0.483 | 0.492 | 4/2/2022 |
| 769579608 | Existing Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 6 | 4 | 2240.0 | 1601 | 639.0 | 0.833 | 3795 | 70 | 0.750 | 0.715 | 12/5/2022 |
| 772353408 | Existing Customer | 43 | F | 5 | Unknown | Single | $40K - $60K | Blue | 33 | 4 | 3 | 4 | 5330.0 | 1161 | 4169.0 | 0.558 | 1441 | 43 | 0.387 | 0.218 | 9/10/2022 |
| 716615583 | Existing Customer | 61 | F | 1 | High School | Married | Less than $40K | Blue | 51 | 3 | 3 | 3 | 1795.0 | 794 | 1001.0 | 0.953 | 1834 | 59 | 1.107 | 0.442 | 4/14/2019 |
| 781131483 | Existing Customer | 55 | M | 2 | High School | Married | $80K - $120K | Blue | 47 | 3 | 1 | 4 | 5741.0 | 1894 | 3847.0 | 1.111 | 2170 | 51 | 0.962 | 0.330 | 6/19/2022 |
| 719101908 | Existing Customer | 51 | F | 1 | Graduate | Married | Unknown | Blue | 39 | 4 | 3 | 3 | 2002.0 | 1248 | 754.0 | 0.502 | 1585 | 40 | 0.905 | 0.623 | 8/22/2022 |
| 720521808 | Existing Customer | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 19 | 6 | 3 | 2 | 25662.0 | 1515 | 24147.0 | 0.556 | 1484 | 36 | 0.636 | 0.059 | 11/19/2022 |
| 718136283 | Existing Customer | 52 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 22103.0 | 1515 | 20588.0 | 0.506 | 1541 | 29 | 0.318 | 0.069 | 5/27/2021 |
| 778855383 | Existing Customer | 36 | F | 5 | High School | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 1.028 | 1975 | 40 | 0.600 | 0.000 | 3/8/2021 |
| 779722308 | Attrited Customer | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 30 | 5 | 2 | 2 | 12355.0 | 0 | 12355.0 | 0.912 | 1044 | 28 | 0.273 | 0.000 | 4/21/2021 |
| 818926833 | Existing Customer | 34 | F | 3 | College | Married | $40K - $60K | Blue | 29 | 4 | 1 | 2 | 2000.0 | 0 | 2000.0 | 0.782 | 1944 | 42 | 0.750 | 0.000 | 1/21/2020 |
| 721217283 | Existing Customer | 27 | M | 0 | Graduate | Single | $120K + | Blue | 17 | 6 | 2 | 2 | 8713.0 | 1354 | 7359.0 | 0.558 | 2094 | 36 | 0.333 | 0.155 | 6/7/2022 |
| 717167283 | Existing Customer | 49 | F | 5 | Unknown | Divorced | Less than $40K | Blue | 36 | 4 | 1 | 4 | 9165.0 | 0 | 9165.0 | 0.597 | 1846 | 56 | 0.647 | 0.000 | 4/26/2020 |
| 713371233 | Existing Customer | 43 | F | 1 | Graduate | Married | Less than $40K | Silver | 31 | 5 | 1 | 2 | 11583.0 | 631 | 10952.0 | 0.714 | 3320 | 55 | 0.774 | 0.054 | 12/26/2019 |
| 778426608 | Existing Customer | 52 | M | 4 | Graduate | Married | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 1438.3 | 702 | 736.3 | 0.805 | 1805 | 53 | 0.606 | 0.488 | 10/15/2021 |
| 713823033 | Attrited Customer | 31 | F | 2 | Unknown | Married | Unknown | Blue | 20 | 3 | 1 | 2 | 8149.0 | 0 | 8149.0 | 0.331 | 808 | 30 | 0.111 | 0.000 | 10/12/2021 |
| 787515333 | Attrited Customer | 40 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 29 | 3 | 2 | 3 | 3616.0 | 1151 | 2465.0 | 0.687 | 820 | 21 | 0.750 | 0.318 | 5/22/2022 |
| 710944608 | Existing Customer | 39 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 8434.0 | 2222 | 6212.0 | 0.691 | 1414 | 27 | 0.929 | 0.263 | 6/25/2020 |
| 718444233 | Existing Customer | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 3 | 2 | 9791.0 | 1311 | 8480.0 | 0.704 | 1649 | 59 | 0.513 | 0.134 | 4/11/2020 |
| 771099183 | Existing Customer | 37 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 5 | 2 | 3 | 8444.0 | 1945 | 6499.0 | 0.703 | 2497 | 74 | 0.609 | 0.230 | 7/24/2021 |
| 770241333 | Existing Customer | 49 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 43 | 3 | 1 | 4 | 2228.0 | 1003 | 1225.0 | 1.119 | 2104 | 44 | 0.467 | 0.450 | 1/20/2020 |
| 710819733 | Attrited Customer | 56 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 5 | 1 | 1 | 12211.0 | 0 | 12211.0 | 0.642 | 903 | 29 | 0.526 | 0.000 | 2/7/2020 |
| 772155108 | Existing Customer | 62 | F | 0 | High School | Married | Less than $40K | Blue | 51 | 6 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.702 | 1445 | 38 | 0.310 | 0.000 | 6/11/2021 |
| 798796233 | Existing Customer | 37 | F | 3 | High School | Married | $40K - $60K | Blue | 31 | 5 | 3 | 3 | 1586.0 | 1038 | 548.0 | 0.973 | 1724 | 24 | 0.714 | 0.654 | 5/27/2020 |
| 815472108 | Existing Customer | 42 | M | 3 | High School | Single | $40K - $60K | Blue | 37 | 3 | 3 | 3 | 2247.0 | 1045 | 1202.0 | 0.952 | 1300 | 31 | 0.550 | 0.465 | 12/30/2021 |
| 769145733 | Existing Customer | 36 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 4 | 3 | 2789.0 | 1584 | 1205.0 | 0.996 | 2688 | 60 | 0.714 | 0.568 | 8/7/2019 |
| 783364233 | Existing Customer | 59 | M | 0 | Graduate | Married | $40K - $60K | Blue | 53 | 3 | 2 | 3 | 4241.0 | 0 | 4241.0 | 0.607 | 1798 | 45 | 0.731 | 0.000 | 10/24/2022 |
| 772236108 | Existing Customer | 40 | F | 1 | Graduate | Married | Unknown | Blue | 29 | 5 | 1 | 3 | 8398.0 | 1892 | 6506.0 | 0.861 | 1489 | 29 | 0.526 | 0.225 | 7/20/2019 |
| 715640358 | Existing Customer | 43 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 4112.0 | 768 | 3344.0 | 0.413 | 1334 | 40 | 0.429 | 0.187 | 1/13/2021 |
| 713529858 | Existing Customer | 29 | M | 2 | Graduate | Divorced | $40K - $60K | Silver | 22 | 6 | 2 | 3 | 15578.0 | 1383 | 14195.0 | 0.794 | 2492 | 71 | 0.614 | 0.089 | 5/20/2020 |
| 715684308 | Existing Customer | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 4008.0 | 1636 | 2372.0 | 0.637 | 1395 | 43 | 0.955 | 0.408 | 9/19/2020 |
| 709451508 | Existing Customer | 63 | F | 1 | High School | Married | Unknown | Blue | 50 | 6 | 1 | 3 | 12766.0 | 0 | 12766.0 | 0.668 | 1191 | 28 | 0.647 | 0.000 | 5/20/2021 |
| 709204158 | Existing Customer | 36 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 24 | 5 | 2 | 4 | 3438.0 | 1129 | 2309.0 | 0.605 | 2331 | 56 | 0.436 | 0.328 | 3/25/2021 |
| 713182458 | Existing Customer | 53 | M | 4 | High School | Married | $80K - $120K | Blue | 43 | 3 | 1 | 2 | 16692.0 | 2446 | 14246.0 | 0.853 | 1288 | 29 | 0.450 | 0.147 | 6/22/2022 |
| 710624658 | Existing Customer | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 4066.0 | 1639 | 2427.0 | 1.749 | 3040 | 56 | 0.931 | 0.403 | 8/19/2019 |
| 716355783 | Existing Customer | 36 | M | 3 | Unknown | Married | $60K - $80K | Blue | 30 | 5 | 2 | 3 | 13080.0 | 0 | 13080.0 | 0.685 | 1999 | 44 | 0.571 | 0.000 | 12/13/2020 |
| 716793108 | Existing Customer | 26 | M | 0 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1934.0 | 1070 | 864.0 | 0.448 | 2334 | 61 | 0.452 | 0.553 | 1/1/2019 |
| 716162583 | Existing Customer | 45 | F | 0 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3230.0 | 2517 | 713.0 | 0.615 | 1931 | 57 | 0.425 | 0.779 | 2/7/2019 |
| 714051033 | Existing Customer | 55 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 3615.0 | 1699 | 1916.0 | 0.576 | 1967 | 40 | 0.538 | 0.470 | 7/16/2020 |
| 715007583 | Existing Customer | 61 | F | 0 | Unknown | Unknown | Unknown | Blue | 36 | 4 | 2 | 2 | 1801.0 | 0 | 1801.0 | 1.234 | 3193 | 62 | 1.480 | 0.000 | 9/16/2021 |
| 719139558 | Existing Customer | 26 | M | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2665.0 | 1567 | 1098.0 | 0.586 | 2514 | 64 | 0.455 | 0.588 | 6/19/2019 |
| 794632308 | Existing Customer | 40 | M | 4 | Graduate | Married | $60K - $80K | Silver | 25 | 5 | 3 | 2 | 28822.0 | 2517 | 26305.0 | 0.492 | 1504 | 35 | 0.296 | 0.087 | 7/3/2021 |
| 770662383 | Existing Customer | 38 | M | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 6 | 3 | 2 | 14632.0 | 1158 | 13474.0 | 0.501 | 1399 | 36 | 0.500 | 0.079 | 5/12/2021 |
| 714787383 | Existing Customer | 32 | F | 0 | College | Married | Unknown | Blue | 36 | 5 | 3 | 3 | 6715.0 | 1314 | 5401.0 | 0.987 | 1731 | 41 | 0.519 | 0.196 | 10/4/2021 |
| 714700158 | Existing Customer | 53 | M | 2 | Unknown | Married | $60K - $80K | Blue | 46 | 3 | 2 | 3 | 6658.0 | 1761 | 4897.0 | 0.489 | 1309 | 40 | 0.600 | 0.264 | 7/4/2022 |
| 710581758 | Existing Customer | 52 | F | 2 | Graduate | Single | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 3360.0 | 1219 | 2141.0 | 0.412 | 1309 | 30 | 1.000 | 0.363 | 2/24/2021 |
| 720497958 | Existing Customer | 29 | M | 1 | Graduate | Married | $80K - $120K | Blue | 14 | 5 | 3 | 2 | 14853.0 | 0 | 14853.0 | 1.025 | 1800 | 41 | 0.519 | 0.000 | 3/10/2022 |
| 720920058 | Existing Customer | 38 | M | 2 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 3 | 4 | 4800.0 | 1212 | 3588.0 | 1.254 | 2935 | 62 | 0.879 | 0.252 | 10/31/2022 |
| 710872233 | Existing Customer | 27 | M | 0 | Unknown | Single | $40K - $60K | Blue | 17 | 5 | 1 | 2 | 4610.0 | 0 | 4610.0 | 0.794 | 2280 | 49 | 0.400 | 0.000 | 4/30/2019 |
| 709855608 | Existing Customer | 46 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1438.3 | 981 | 457.3 | 0.663 | 1114 | 33 | 0.650 | 0.682 | 2/25/2020 |
| 815484783 | Existing Customer | 57 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 42 | 6 | 4 | 3 | 8377.0 | 1211 | 7166.0 | 0.813 | 1797 | 44 | 1.200 | 0.145 | 11/5/2021 |
| 771602883 | Existing Customer | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 30 | 4 | 5 | 4 | 4147.0 | 1719 | 2428.0 | 0.875 | 1776 | 44 | 0.571 | 0.415 | 9/18/2020 |
| 755953308 | Existing Customer | 62 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 55 | 6 | 1 | 4 | 2644.0 | 2207 | 437.0 | 0.866 | 1194 | 30 | 0.765 | 0.835 | 12/26/2022 |
| 758408883 | Existing Customer | 37 | F | 1 | Graduate | Unknown | $40K - $60K | Blue | 30 | 5 | 3 | 4 | 13355.0 | 1631 | 11724.0 | 1.113 | 1921 | 37 | 0.850 | 0.122 | 9/26/2019 |
| 717940008 | Existing Customer | 57 | F | 2 | Unknown | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 3251.0 | 1887 | 1364.0 | 1.007 | 3228 | 67 | 0.763 | 0.580 | 11/11/2020 |
| 720917808 | Existing Customer | 35 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 2100.0 | 950 | 1150.0 | 0.764 | 2623 | 74 | 1.114 | 0.452 | 1/22/2020 |
| 812801958 | Existing Customer | 55 | F | 1 | Unknown | Married | Less than $40K | Blue | 50 | 5 | 3 | 4 | 3566.0 | 1401 | 2165.0 | 0.903 | 2425 | 54 | 0.800 | 0.393 | 12/24/2019 |
| 714997683 | Existing Customer | 56 | F | 4 | Graduate | Married | Unknown | Blue | 49 | 5 | 1 | 3 | 14915.0 | 1111 | 13804.0 | 0.846 | 1388 | 35 | 0.667 | 0.074 | 1/9/2020 |
| 709379283 | Existing Customer | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 27 | 3 | 1 | 4 | 13003.0 | 0 | 13003.0 | 0.877 | 1697 | 40 | 1.105 | 0.000 | 2/14/2020 |
| 711840408 | Existing Customer | 64 | M | 0 | College | Married | Less than $40K | Blue | 55 | 5 | 3 | 4 | 2492.0 | 1424 | 1068.0 | 0.485 | 1375 | 30 | 0.364 | 0.571 | 10/13/2022 |
| 785328408 | Existing Customer | 37 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1758.0 | 1180 | 578.0 | 0.744 | 2013 | 41 | 0.367 | 0.671 | 4/27/2020 |
| 719873808 | Existing Customer | 34 | M | 1 | College | Married | $60K - $80K | Blue | 23 | 3 | 2 | 2 | 5510.0 | 1604 | 3906.0 | 0.551 | 1995 | 53 | 0.262 | 0.291 | 10/12/2021 |
| 715528983 | Existing Customer | 46 | M | 5 | Uneducated | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 17196.0 | 1646 | 15550.0 | 0.542 | 1466 | 41 | 1.278 | 0.096 | 3/2/2020 |
| 720254883 | Existing Customer | 65 | F | 0 | High School | Married | $40K - $60K | Blue | 46 | 6 | 1 | 3 | 5877.0 | 1697 | 4180.0 | 1.058 | 2494 | 58 | 0.706 | 0.289 | 7/7/2019 |
| 811980858 | Existing Customer | 36 | M | 0 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 7667.0 | 0 | 7667.0 | 0.632 | 1501 | 35 | 0.667 | 0.000 | 11/29/2021 |
| 711330408 | Existing Customer | 35 | F | 2 | College | Married | $40K - $60K | Blue | 24 | 4 | 1 | 3 | 2939.0 | 1865 | 1074.0 | 0.932 | 2077 | 47 | 0.679 | 0.635 | 5/6/2020 |
| 718465458 | Existing Customer | 49 | M | 1 | Unknown | Single | $80K - $120K | Blue | 31 | 6 | 1 | 4 | 5898.0 | 1348 | 4550.0 | 0.640 | 1002 | 21 | 1.333 | 0.229 | 11/14/2021 |
| 710616183 | Existing Customer | 46 | F | 3 | Uneducated | Single | Unknown | Blue | 33 | 5 | 3 | 4 | 19995.0 | 0 | 19995.0 | 0.650 | 1879 | 34 | 0.700 | 0.000 | 6/22/2021 |
| 714580158 | Existing Customer | 26 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 2773.0 | 2080 | 693.0 | 0.695 | 3567 | 73 | 0.622 | 0.750 | 10/19/2019 |
| 710798883 | Existing Customer | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 44 | 4 | 2 | 4 | 3323.0 | 2310 | 1013.0 | 0.749 | 1599 | 47 | 0.808 | 0.695 | 9/15/2021 |
| 720511608 | Existing Customer | 38 | F | 0 | Graduate | Married | Unknown | Blue | 28 | 5 | 3 | 3 | 16049.0 | 799 | 15250.0 | 0.777 | 1989 | 33 | 0.571 | 0.050 | 4/27/2020 |
| 708913233 | Existing Customer | 37 | M | 1 | High School | Married | $40K - $60K | Blue | 28 | 3 | 4 | 2 | 3601.0 | 1236 | 2365.0 | 0.726 | 1802 | 34 | 0.478 | 0.343 | 4/18/2019 |
| 788038383 | Existing Customer | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 25 | 3 | 2 | 2 | 2307.0 | 1385 | 922.0 | 1.515 | 2440 | 48 | 0.846 | 0.600 | 11/27/2021 |
| 719905908 | Existing Customer | 59 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 3742.0 | 1175 | 2567.0 | 0.514 | 1505 | 31 | 0.824 | 0.314 | 9/10/2021 |
| 807044958 | Existing Customer | 34 | M | 3 | High School | Married | $40K - $60K | Blue | 29 | 6 | 3 | 3 | 2937.0 | 869 | 2068.0 | 1.493 | 2171 | 45 | 0.875 | 0.296 | 1/2/2022 |
| 719514783 | Existing Customer | 39 | F | 3 | Post-Graduate | Unknown | Unknown | Blue | 26 | 6 | 1 | 4 | 3209.0 | 2517 | 692.0 | 0.431 | 1292 | 37 | 0.762 | 0.784 | 4/6/2020 |
| 787643658 | Existing Customer | 59 | M | 0 | Graduate | Married | $60K - $80K | Blue | 53 | 6 | 1 | 4 | 12554.0 | 2169 | 10385.0 | 0.529 | 1422 | 30 | 0.579 | 0.173 | 6/14/2022 |
| 779138883 | Existing Customer | 50 | M | 1 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 4702.0 | 0 | 4702.0 | 0.578 | 1673 | 44 | 0.257 | 0.000 | 5/12/2020 |
| 708173433 | Existing Customer | 26 | F | 1 | Unknown | Single | $40K - $60K | Blue | 14 | 4 | 2 | 4 | 5645.0 | 2324 | 3321.0 | 0.655 | 2482 | 57 | 0.727 | 0.412 | 10/15/2021 |
| 778401033 | Existing Customer | 32 | M | 0 | High School | Married | $60K - $80K | Blue | 13 | 3 | 3 | 4 | 14308.0 | 1889 | 12419.0 | 1.053 | 1659 | 39 | 1.167 | 0.132 | 4/26/2020 |
| 818375733 | Attrited Customer | 51 | F | 2 | College | Married | $40K - $60K | Blue | 46 | 3 | 1 | 3 | 4882.0 | 695 | 4187.0 | 0.508 | 1544 | 44 | 0.517 | 0.142 | 4/28/2022 |
| 711048783 | Existing Customer | 41 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 33405.0 | 0 | 33405.0 | 0.535 | 1345 | 34 | 0.619 | 0.000 | 2/13/2022 |
| 721415658 | Existing Customer | 39 | F | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 2 | 2700.0 | 2220 | 480.0 | 1.595 | 2901 | 59 | 1.360 | 0.822 | 4/15/2021 |
| 717961458 | Existing Customer | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 1 | 4 | 2934.0 | 2381 | 553.0 | 0.762 | 3396 | 64 | 0.778 | 0.812 | 7/2/2022 |
| 718563483 | Existing Customer | 30 | M | 2 | Unknown | Divorced | $120K + | Blue | 14 | 3 | 2 | 3 | 1548.0 | 0 | 1548.0 | 0.828 | 2611 | 64 | 0.455 | 0.000 | 11/23/2019 |
| 717128283 | Existing Customer | 40 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 2 | 5525.0 | 2409 | 3116.0 | 0.929 | 2305 | 33 | 0.941 | 0.436 | 9/26/2020 |
| 718068933 | Existing Customer | 36 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 5750.0 | 1521 | 4229.0 | 0.837 | 2155 | 61 | 0.605 | 0.265 | 6/13/2019 |
| 718623783 | Existing Customer | 56 | M | 2 | College | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 27157.0 | 1547 | 25610.0 | 0.487 | 1535 | 38 | 0.267 | 0.057 | 12/4/2022 |
| 716565258 | Existing Customer | 37 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 36 | 5 | 2 | 4 | 12830.0 | 0 | 12830.0 | 0.774 | 2526 | 54 | 0.588 | 0.000 | 8/8/2021 |
| 712505658 | Existing Customer | 51 | F | 4 | Unknown | Single | Less than $40K | Blue | 41 | 3 | 1 | 3 | 5530.0 | 1999 | 3531.0 | 1.018 | 1766 | 45 | 0.667 | 0.361 | 2/18/2019 |
| 792565908 | Existing Customer | 36 | F | 2 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 2 | 3 | 2684.0 | 1474 | 1210.0 | 1.042 | 2346 | 51 | 1.040 | 0.549 | 1/10/2021 |
| 709267308 | Existing Customer | 62 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 3 | 1 | 2 | 2437.0 | 1400 | 1037.0 | 0.779 | 1651 | 32 | 1.000 | 0.574 | 1/17/2021 |
| 710035008 | Existing Customer | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 24 | 3 | 2 | 4 | 3827.0 | 1397 | 2430.0 | 0.880 | 2491 | 64 | 1.000 | 0.365 | 1/16/2020 |
| 790082508 | Existing Customer | 42 | M | 4 | High School | Single | $120K + | Blue | 35 | 5 | 2 | 2 | 34516.0 | 1658 | 32858.0 | 1.095 | 2935 | 65 | 0.711 | 0.048 | 3/7/2022 |
| 716866308 | Existing Customer | 38 | M | 2 | High School | Married | $60K - $80K | Blue | 33 | 6 | 3 | 4 | 5940.0 | 1101 | 4839.0 | 0.942 | 1872 | 34 | 1.125 | 0.185 | 8/22/2019 |
| 709707033 | Attrited Customer | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 2 | 3 | 2 | 13162.0 | 0 | 13162.0 | 0.512 | 1424 | 38 | 0.583 | 0.000 | 5/13/2020 |
| 718346658 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1963.0 | 1357 | 606.0 | 0.689 | 1861 | 51 | 0.700 | 0.691 | 4/19/2021 |
| 824157858 | Existing Customer | 58 | M | 3 | Graduate | Married | $80K - $120K | Blue | 54 | 4 | 3 | 3 | 18713.0 | 1022 | 17691.0 | 0.682 | 1524 | 42 | 0.615 | 0.055 | 5/9/2020 |
| 709735008 | Existing Customer | 35 | M | 2 | High School | Married | $80K - $120K | Blue | 22 | 3 | 1 | 4 | 3023.0 | 1435 | 1588.0 | 0.620 | 1920 | 34 | 0.619 | 0.475 | 7/30/2021 |
| 814593858 | Existing Customer | 58 | M | 3 | High School | Single | $120K + | Blue | 53 | 4 | 1 | 2 | 6103.0 | 1798 | 4305.0 | 0.705 | 1468 | 34 | 0.619 | 0.295 | 5/14/2020 |
| 718416858 | Existing Customer | 42 | M | 5 | Graduate | Married | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 10607.0 | 2517 | 8090.0 | 1.197 | 1903 | 40 | 0.538 | 0.237 | 2/12/2019 |
| 710307933 | Existing Customer | 32 | F | 0 | College | Single | Less than $40K | Blue | 24 | 3 | 3 | 4 | 2917.0 | 2517 | 400.0 | 0.833 | 2471 | 60 | 0.875 | 0.863 | 9/17/2019 |
| 715870758 | Existing Customer | 35 | M | 4 | Graduate | Married | $120K + | Blue | 30 | 4 | 3 | 4 | 34516.0 | 1018 | 33498.0 | 1.129 | 2350 | 55 | 0.774 | 0.029 | 3/11/2021 |
| 713819283 | Existing Customer | 51 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 42 | 6 | 2 | 2 | 25197.0 | 2517 | 22680.0 | 0.721 | 3002 | 58 | 0.812 | 0.100 | 5/28/2019 |
| 710424408 | Existing Customer | 63 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2743.0 | 1815 | 928.0 | 0.567 | 1210 | 25 | 1.273 | 0.662 | 10/2/2021 |
| 709493283 | Existing Customer | 42 | M | 2 | Unknown | Single | $120K + | Blue | 32 | 5 | 2 | 4 | 4111.0 | 1233 | 2878.0 | 0.478 | 1289 | 36 | 0.500 | 0.300 | 1/7/2021 |
| 712489158 | Existing Customer | 36 | F | 0 | Uneducated | Single | Unknown | Blue | 18 | 5 | 3 | 2 | 3667.0 | 948 | 2719.0 | 0.641 | 2781 | 59 | 0.844 | 0.259 | 2/25/2021 |
| 719013108 | Existing Customer | 42 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 33 | 4 | 2 | 4 | 3178.0 | 1800 | 1378.0 | 0.890 | 4605 | 86 | 0.623 | 0.566 | 1/12/2021 |
| 721178583 | Attrited Customer | 37 | F | 3 | Graduate | Unknown | Unknown | Blue | 22 | 2 | 3 | 2 | 5674.0 | 0 | 5674.0 | 0.906 | 1096 | 29 | 0.526 | 0.000 | 5/23/2020 |
| 717769008 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 11444.0 | 1278 | 10166.0 | 1.310 | 2493 | 44 | 0.913 | 0.112 | 12/24/2019 |
| 709986633 | Existing Customer | 29 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.742 | 2144 | 41 | 0.577 | 0.000 | 11/8/2021 |
| 721062408 | Existing Customer | 54 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 34 | 4 | 3 | 4 | 6387.0 | 1597 | 4790.0 | 0.689 | 1294 | 26 | 0.529 | 0.250 | 3/8/2022 |
| 771349458 | Existing Customer | 33 | M | 2 | Graduate | Married | $40K - $60K | Blue | 20 | 4 | 3 | 3 | 5657.0 | 1792 | 3865.0 | 0.904 | 1914 | 46 | 0.769 | 0.317 | 2/20/2020 |
| 780557658 | Existing Customer | 63 | F | 0 | Uneducated | Married | Unknown | Blue | 54 | 5 | 3 | 2 | 11827.0 | 0 | 11827.0 | 0.921 | 1395 | 37 | 0.609 | 0.000 | 1/2/2021 |
| 771441558 | Existing Customer | 49 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 37 | 5 | 3 | 3 | 2608.0 | 1589 | 1019.0 | 0.982 | 2073 | 47 | 0.516 | 0.609 | 5/2/2021 |
| 756409758 | Existing Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 5 | 4 | 3203.0 | 2076 | 1127.0 | 0.543 | 1433 | 38 | 1.000 | 0.648 | 1/17/2022 |
| 720009558 | Existing Customer | 33 | F | 2 | College | Single | Unknown | Gold | 36 | 3 | 1 | 3 | 34516.0 | 1540 | 32976.0 | 1.038 | 2574 | 72 | 0.756 | 0.045 | 4/18/2019 |
| 778885158 | Existing Customer | 57 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 5 | 3 | 3 | 2472.0 | 2457 | 15.0 | 0.693 | 1392 | 33 | 0.737 | 0.994 | 1/22/2021 |
| 715543908 | Existing Customer | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 2147.0 | 1173 | 974.0 | 0.653 | 1352 | 37 | 0.370 | 0.546 | 4/21/2021 |
| 717591483 | Existing Customer | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 4 | 1 | 3 | 3416.0 | 2044 | 1372.0 | 0.994 | 1924 | 48 | 0.920 | 0.598 | 1/9/2020 |
| 715042608 | Existing Customer | 39 | F | 2 | Doctorate | Married | Unknown | Blue | 36 | 5 | 2 | 4 | 8058.0 | 791 | 7267.0 | 1.787 | 2742 | 42 | 2.000 | 0.098 | 5/28/2022 |
| 755959683 | Existing Customer | 50 | F | 5 | Unknown | Unknown | Unknown | Blue | 43 | 5 | 1 | 2 | 3410.0 | 2281 | 1129.0 | 0.518 | 1296 | 31 | 0.348 | 0.669 | 9/4/2019 |
| 715367058 | Existing Customer | 43 | M | 3 | College | Unknown | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 19044.0 | 0 | 19044.0 | 0.721 | 1780 | 44 | 0.760 | 0.000 | 8/17/2020 |
| 714573258 | Existing Customer | 36 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 4 | 2 | 4 | 1606.0 | 798 | 808.0 | 0.590 | 2229 | 45 | 1.045 | 0.497 | 6/4/2021 |
| 712281183 | Existing Customer | 55 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 2 | 24336.0 | 856 | 23480.0 | 0.459 | 1425 | 33 | 0.650 | 0.035 | 10/15/2021 |
| 717670758 | Existing Customer | 30 | F | 1 | Graduate | Single | Less than $40K | Blue | 20 | 5 | 2 | 3 | 5030.0 | 1327 | 3703.0 | 0.803 | 2523 | 71 | 0.775 | 0.264 | 12/17/2021 |
| 720666333 | Existing Customer | 36 | M | 3 | Unknown | Married | $120K + | Blue | 24 | 6 | 3 | 2 | 24577.0 | 0 | 24577.0 | 0.750 | 1897 | 39 | 0.393 | 0.000 | 8/6/2020 |
| 771556308 | Existing Customer | 26 | F | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 3 | 4 | 3517.0 | 1195 | 2322.0 | 0.556 | 2255 | 48 | 0.500 | 0.340 | 9/7/2021 |
| 708931908 | Existing Customer | 48 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 7400.0 | 636 | 6764.0 | 0.972 | 1568 | 51 | 0.500 | 0.086 | 7/20/2019 |
| 718894233 | Existing Customer | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 4 | 2956.0 | 1391 | 1565.0 | 0.698 | 2116 | 63 | 0.575 | 0.471 | 2/20/2021 |
| 771544533 | Attrited Customer | 42 | F | 5 | High School | Married | Unknown | Blue | 30 | 3 | 1 | 4 | 3578.0 | 0 | 3578.0 | 0.759 | 1015 | 36 | 0.440 | 0.000 | 2/29/2020 |
| 708927108 | Attrited Customer | 53 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 1 | 3 | 2 | 12778.0 | 507 | 12271.0 | 0.967 | 1133 | 28 | 0.400 | 0.040 | 7/17/2021 |
| 717831783 | Existing Customer | 58 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 3 | 3 | 4 | 1942.0 | 1536 | 406.0 | 0.615 | 1371 | 38 | 0.407 | 0.791 | 3/29/2021 |
| 709288383 | Existing Customer | 32 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 26 | 5 | 1 | 3 | 29961.0 | 789 | 29172.0 | 0.833 | 2337 | 69 | 0.605 | 0.026 | 6/12/2019 |
| 710813733 | Existing Customer | 48 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 35 | 5 | 3 | 4 | 33791.0 | 0 | 33791.0 | 0.712 | 1546 | 41 | 0.577 | 0.000 | 10/23/2019 |
| 721084833 | Existing Customer | 48 | M | 5 | High School | Married | $40K - $60K | Silver | 34 | 5 | 0 | 2 | 17657.0 | 2018 | 15639.0 | 0.550 | 1682 | 39 | 0.950 | 0.114 | 4/1/2020 |
| 711258108 | Existing Customer | 54 | M | 1 | College | Married | $120K + | Blue | 44 | 4 | 3 | 2 | 2821.0 | 2415 | 406.0 | 0.441 | 1419 | 36 | 0.800 | 0.856 | 12/2/2022 |
| 710149008 | Existing Customer | 59 | M | 0 | High School | Married | Less than $40K | Blue | 47 | 6 | 3 | 4 | 1479.0 | 787 | 692.0 | 0.865 | 2139 | 70 | 0.556 | 0.532 | 2/17/2022 |
| 711902058 | Existing Customer | 35 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 1.623 | 2492 | 55 | 0.897 | 0.000 | 1/4/2022 |
| 716757033 | Existing Customer | 37 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 27 | 5 | 1 | 4 | 6859.0 | 1766 | 5093.0 | 1.186 | 3045 | 56 | 0.697 | 0.257 | 8/28/2022 |
| 712688433 | Existing Customer | 36 | M | 3 | High School | Divorced | $120K + | Blue | 36 | 3 | 2 | 3 | 3404.0 | 1568 | 1836.0 | 1.055 | 2406 | 65 | 0.857 | 0.461 | 10/17/2022 |
| 713203908 | Existing Customer | 26 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 15 | 4 | 1 | 3 | 2158.0 | 1695 | 463.0 | 0.766 | 1833 | 27 | 0.588 | 0.785 | 2/20/2019 |
| 711772008 | Attrited Customer | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 22 | 1 | 2 | 1 | 1890.0 | 666 | 1224.0 | 0.691 | 1483 | 36 | 0.500 | 0.352 | 6/1/2019 |
| 708799983 | Attrited Customer | 40 | M | 1 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 18386.0 | 890 | 17496.0 | 0.361 | 1698 | 43 | 0.483 | 0.048 | 6/1/2021 |
| 778882758 | Existing Customer | 55 | F | 2 | Unknown | Married | Unknown | Blue | 36 | 5 | 5 | 4 | 3602.0 | 2013 | 1589.0 | 0.839 | 1935 | 47 | 1.474 | 0.559 | 1/5/2022 |
| 709157133 | Existing Customer | 39 | M | 1 | Unknown | Divorced | $80K - $120K | Blue | 34 | 6 | 1 | 3 | 3766.0 | 1049 | 2717.0 | 0.666 | 1514 | 51 | 0.645 | 0.279 | 5/3/2022 |
| 741344808 | Existing Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 4 | 5634.0 | 2057 | 3577.0 | 1.399 | 2905 | 63 | 0.969 | 0.365 | 9/7/2021 |
| 739692933 | Existing Customer | 46 | F | 2 | Unknown | Single | $40K - $60K | Blue | 29 | 4 | 2 | 4 | 3126.0 | 2517 | 609.0 | 1.235 | 1638 | 41 | 0.519 | 0.805 | 6/24/2022 |
| 766429908 | Existing Customer | 49 | M | 2 | High School | Unknown | $60K - $80K | Blue | 42 | 6 | 1 | 2 | 3017.0 | 786 | 2231.0 | 1.081 | 1640 | 37 | 0.762 | 0.261 | 7/26/2021 |
| 802087683 | Existing Customer | 32 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 26 | 6 | 2 | 3 | 5478.0 | 1491 | 3987.0 | 1.304 | 2456 | 55 | 0.571 | 0.272 | 7/29/2019 |
| 712491108 | Existing Customer | 35 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 20 | 6 | 3 | 4 | 13046.0 | 1177 | 11869.0 | 1.214 | 2601 | 52 | 0.733 | 0.090 | 12/5/2021 |
| 714767508 | Existing Customer | 39 | M | 2 | Graduate | Married | $40K - $60K | Blue | 31 | 5 | 3 | 2 | 8687.0 | 1146 | 7541.0 | 1.800 | 2279 | 33 | 1.357 | 0.132 | 10/5/2020 |
| 720376008 | Existing Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 4 | 6174.0 | 1421 | 4753.0 | 0.669 | 2043 | 52 | 0.793 | 0.230 | 12/18/2020 |
| 779126658 | Existing Customer | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 5 | 1 | 2 | 5655.0 | 0 | 5655.0 | 0.842 | 2312 | 61 | 0.649 | 0.000 | 2/22/2019 |
| 793222008 | Existing Customer | 32 | M | 0 | High School | Married | $60K - $80K | Blue | 26 | 5 | 2 | 3 | 5397.0 | 1784 | 3613.0 | 0.904 | 2056 | 49 | 0.633 | 0.331 | 4/16/2020 |
| 720812433 | Existing Customer | 54 | M | 2 | College | Married | $120K + | Blue | 46 | 6 | 1 | 2 | 28465.0 | 0 | 28465.0 | 0.696 | 1693 | 37 | 1.056 | 0.000 | 12/21/2021 |
| 717623583 | Existing Customer | 36 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 2 | 4 | 3444.0 | 2441 | 1003.0 | 1.563 | 2668 | 51 | 0.545 | 0.709 | 3/20/2022 |
| 708878508 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 37 | 4 | 1 | 3 | 2104.0 | 1267 | 837.0 | 0.677 | 1732 | 35 | 1.059 | 0.602 | 7/12/2022 |
| 710043408 | Existing Customer | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 4 | 1 | 4 | 15610.0 | 2048 | 13562.0 | 0.657 | 1916 | 58 | 0.526 | 0.131 | 11/20/2022 |
| 789079758 | Existing Customer | 44 | M | 4 | Doctorate | Unknown | $120K + | Blue | 32 | 3 | 2 | 3 | 34516.0 | 1356 | 33160.0 | 1.169 | 1531 | 48 | 0.655 | 0.039 | 9/18/2020 |
| 721311333 | Existing Customer | 32 | M | 1 | High School | Married | Unknown | Blue | 22 | 3 | 1 | 4 | 16912.0 | 1590 | 15322.0 | 1.274 | 2413 | 41 | 0.708 | 0.094 | 8/22/2021 |
| 710749458 | Existing Customer | 64 | F | 0 | Doctorate | Married | Less than $40K | Blue | 53 | 4 | 1 | 3 | 5462.0 | 1864 | 3598.0 | 0.670 | 1523 | 35 | 0.667 | 0.341 | 8/23/2020 |
| 778275783 | Existing Customer | 37 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 27 | 5 | 1 | 2 | 2868.0 | 1434 | 1434.0 | 0.777 | 2909 | 64 | 0.488 | 0.500 | 7/27/2022 |
| 799498158 | Existing Customer | 31 | M | 1 | Post-Graduate | Married | $60K - $80K | Blue | 22 | 5 | 1 | 3 | 2685.0 | 1580 | 1105.0 | 0.727 | 1642 | 36 | 0.636 | 0.588 | 4/7/2022 |
| 716334258 | Existing Customer | 49 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 5238.0 | 1365 | 3873.0 | 1.027 | 1834 | 43 | 1.263 | 0.261 | 10/25/2020 |
| 716075208 | Existing Customer | 32 | F | 3 | High School | Married | Less than $40K | Blue | 22 | 4 | 2 | 4 | 4561.0 | 2029 | 2532.0 | 0.768 | 1874 | 38 | 0.520 | 0.445 | 1/13/2020 |
| 780276258 | Existing Customer | 53 | M | 2 | High School | Married | $120K + | Blue | 39 | 3 | 2 | 3 | 13091.0 | 985 | 12106.0 | 0.322 | 1452 | 37 | 0.276 | 0.075 | 3/17/2021 |
| 789282333 | Existing Customer | 62 | F | 0 | Graduate | Married | Unknown | Blue | 51 | 3 | 3 | 3 | 10826.0 | 1274 | 9552.0 | 0.602 | 1355 | 34 | 0.619 | 0.118 | 1/21/2022 |
| 811571733 | Existing Customer | 26 | F | 0 | Unknown | Single | Unknown | Blue | 13 | 4 | 2 | 2 | 2600.0 | 1876 | 724.0 | 0.606 | 2625 | 45 | 0.364 | 0.722 | 3/5/2019 |
| 709429533 | Existing Customer | 49 | F | 5 | Graduate | Divorced | Unknown | Blue | 35 | 6 | 3 | 4 | 2561.0 | 0 | 2561.0 | 1.021 | 2047 | 41 | 0.864 | 0.000 | 10/1/2021 |
| 715247508 | Existing Customer | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 7087.0 | 1060 | 6027.0 | 0.709 | 1712 | 37 | 0.609 | 0.150 | 3/2/2020 |
| 718784358 | Existing Customer | 34 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 6 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.975 | 1969 | 46 | 1.300 | 0.073 | 4/5/2022 |
| 751450008 | Existing Customer | 41 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 32 | 3 | 2 | 4 | 10266.0 | 1390 | 8876.0 | 0.593 | 1720 | 42 | 0.556 | 0.135 | 5/8/2021 |
| 719227233 | Existing Customer | 27 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1553.0 | 723 | 830.0 | 0.666 | 1954 | 43 | 0.344 | 0.466 | 9/28/2019 |
| 711050058 | Existing Customer | 33 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 23 | 4 | 2 | 4 | 6732.0 | 0 | 6732.0 | 0.856 | 1644 | 45 | 0.731 | 0.000 | 5/2/2020 |
| 779040408 | Existing Customer | 56 | M | 2 | High School | Married | $120K + | Blue | 37 | 3 | 1 | 2 | 12181.0 | 1702 | 10479.0 | 0.834 | 1478 | 33 | 0.500 | 0.140 | 6/27/2021 |
| 714024858 | Existing Customer | 36 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 3 | 1 | 2 | 7056.0 | 0 | 7056.0 | 0.815 | 1739 | 35 | 0.842 | 0.000 | 11/27/2022 |
| 789849108 | Existing Customer | 35 | M | 1 | Graduate | Single | $60K - $80K | Blue | 25 | 6 | 1 | 2 | 14365.0 | 0 | 14365.0 | 0.610 | 2290 | 62 | 0.632 | 0.000 | 5/20/2019 |
| 710391258 | Existing Customer | 27 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 11473.0 | 829 | 10644.0 | 0.707 | 2147 | 41 | 0.519 | 0.072 | 12/26/2020 |
| 718830183 | Existing Customer | 46 | M | 1 | High School | Single | $60K - $80K | Blue | 38 | 5 | 2 | 4 | 23996.0 | 2517 | 21479.0 | 0.488 | 1339 | 29 | 0.381 | 0.105 | 7/19/2021 |
| 779696883 | Existing Customer | 48 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 33 | 4 | 2 | 4 | 2998.0 | 1789 | 1209.0 | 0.807 | 1825 | 31 | 0.348 | 0.597 | 8/23/2020 |
| 719249733 | Existing Customer | 54 | M | 1 | Unknown | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 30011.0 | 1232 | 28779.0 | 0.944 | 1676 | 41 | 0.783 | 0.041 | 4/5/2021 |
| 737971833 | Existing Customer | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 3 | 2405.0 | 1553 | 852.0 | 1.156 | 2503 | 40 | 0.667 | 0.646 | 12/13/2019 |
| 772468983 | Existing Customer | 36 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 3 | 4 | 2 | 21927.0 | 1291 | 20636.0 | 0.864 | 1946 | 37 | 0.542 | 0.059 | 3/5/2020 |
| 710990283 | Existing Customer | 56 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 3906.0 | 1851 | 2055.0 | 0.730 | 1839 | 33 | 0.833 | 0.474 | 12/20/2019 |
| 808750458 | Existing Customer | 32 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 27 | 5 | 3 | 3 | 10029.0 | 606 | 9423.0 | 0.727 | 2192 | 58 | 0.657 | 0.060 | 3/22/2019 |
| 719692983 | Existing Customer | 36 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 30 | 3 | 3 | 4 | 4934.0 | 1504 | 3430.0 | 1.520 | 2747 | 42 | 0.448 | 0.305 | 5/27/2022 |
| 719125158 | Existing Customer | 35 | F | 2 | High School | Single | Less than $40K | Silver | 15 | 5 | 2 | 2 | 13882.0 | 1452 | 12430.0 | 0.771 | 2685 | 71 | 0.511 | 0.105 | 3/2/2019 |
| 787509408 | Existing Customer | 26 | M | 0 | College | Single | Unknown | Blue | 13 | 6 | 3 | 2 | 2347.0 | 0 | 2347.0 | 0.863 | 2595 | 56 | 0.333 | 0.000 | 7/25/2021 |
| 719206308 | Existing Customer | 32 | M | 1 | High School | Married | $60K - $80K | Blue | 24 | 4 | 2 | 2 | 4116.0 | 1223 | 2893.0 | 0.730 | 1657 | 38 | 0.520 | 0.297 | 4/2/2021 |
| 717141858 | Existing Customer | 56 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 13904.0 | 625 | 13279.0 | 0.673 | 3151 | 67 | 0.595 | 0.045 | 6/11/2021 |
| 713172408 | Existing Customer | 54 | M | 1 | Unknown | Married | $80K - $120K | Blue | 43 | 4 | 2 | 4 | 32558.0 | 2016 | 30542.0 | 0.506 | 1440 | 37 | 0.423 | 0.062 | 1/5/2020 |
| 720314583 | Existing Customer | 54 | M | 2 | Unknown | Married | $80K - $120K | Blue | 44 | 4 | 1 | 2 | 12902.0 | 1860 | 11042.0 | 0.492 | 1273 | 33 | 0.375 | 0.144 | 4/5/2020 |
| 708347583 | Existing Customer | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2509.0 | 1144 | 1365.0 | 0.692 | 1804 | 38 | 0.583 | 0.456 | 2/11/2020 |
| 711006783 | Existing Customer | 38 | F | 1 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 3 | 3 | 2484.0 | 2149 | 335.0 | 0.669 | 1200 | 28 | 0.647 | 0.865 | 9/28/2020 |
| 718274283 | Existing Customer | 35 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 2780.0 | 0 | 2780.0 | 0.565 | 2469 | 67 | 0.811 | 0.000 | 12/25/2019 |
| 803977008 | Existing Customer | 39 | M | 2 | Unknown | Married | $60K - $80K | Blue | 34 | 6 | 2 | 4 | 5219.0 | 1826 | 3393.0 | 1.011 | 1715 | 35 | 1.188 | 0.350 | 11/11/2022 |
| 715216908 | Existing Customer | 48 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 18102.0 | 1381 | 16721.0 | 0.513 | 1486 | 32 | 0.143 | 0.076 | 5/31/2020 |
| 779611008 | Existing Customer | 29 | M | 0 | Graduate | Married | $40K - $60K | Blue | 18 | 4 | 3 | 4 | 4532.0 | 0 | 4532.0 | 0.734 | 1885 | 55 | 0.528 | 0.000 | 2/7/2020 |
| 811467708 | Existing Customer | 33 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 4 | 2 | 2 | 22399.0 | 1431 | 20968.0 | 1.019 | 2390 | 62 | 0.722 | 0.064 | 3/8/2020 |
| 812597508 | Existing Customer | 39 | F | 1 | High School | Married | $40K - $60K | Blue | 34 | 6 | 5 | 3 | 4489.0 | 2498 | 1991.0 | 0.779 | 2153 | 58 | 0.568 | 0.556 | 9/14/2021 |
| 718651083 | Existing Customer | 35 | F | 2 | Graduate | Single | Unknown | Blue | 25 | 4 | 1 | 4 | 10329.0 | 514 | 9815.0 | 0.708 | 2461 | 68 | 0.838 | 0.050 | 8/13/2022 |
| 708577308 | Existing Customer | 43 | F | 1 | Unknown | Divorced | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2637.0 | 1272 | 1365.0 | 0.728 | 1569 | 39 | 1.053 | 0.482 | 7/28/2022 |
| 813990483 | Existing Customer | 27 | F | 0 | High School | Married | Less than $40K | Blue | 22 | 4 | 1 | 2 | 1864.0 | 1384 | 480.0 | 0.904 | 1662 | 32 | 0.391 | 0.742 | 6/30/2022 |
| 816319008 | Existing Customer | 52 | F | 2 | Graduate | Single | Unknown | Blue | 47 | 6 | 3 | 3 | 13276.0 | 1917 | 11359.0 | 1.075 | 1901 | 33 | 0.833 | 0.144 | 1/9/2021 |
| 789627258 | Existing Customer | 31 | M | 1 | Graduate | Single | $40K - $60K | Blue | 25 | 5 | 3 | 3 | 1935.0 | 1033 | 902.0 | 0.623 | 2498 | 60 | 1.000 | 0.534 | 3/11/2019 |
| 713346558 | Existing Customer | 45 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 37 | 5 | 2 | 4 | 6784.0 | 891 | 5893.0 | 1.047 | 1900 | 28 | 0.556 | 0.131 | 2/28/2020 |
| 708744933 | Existing Customer | 35 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 2 | 4 | 19127.0 | 1880 | 17247.0 | 0.788 | 1859 | 33 | 0.571 | 0.098 | 9/10/2021 |
| 708828258 | Existing Customer | 55 | M | 2 | College | Married | $120K + | Blue | 37 | 5 | 2 | 3 | 32641.0 | 1551 | 31090.0 | 0.488 | 1327 | 30 | 0.304 | 0.048 | 4/18/2020 |
| 713511108 | Existing Customer | 61 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 5 | 3 | 4 | 1438.3 | 847 | 591.3 | 0.436 | 1397 | 43 | 0.483 | 0.589 | 9/3/2019 |
| 710208633 | Existing Customer | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 2 | 2417.0 | 1929 | 488.0 | 0.886 | 1773 | 42 | 0.556 | 0.798 | 8/17/2019 |
| 824165658 | Existing Customer | 38 | M | 2 | Unknown | Married | $80K - $120K | Blue | 34 | 4 | 1 | 3 | 19259.0 | 2266 | 16993.0 | 0.920 | 1388 | 27 | 0.929 | 0.118 | 6/19/2019 |
| 826513233 | Existing Customer | 54 | F | 3 | Unknown | Married | Less than $40K | Blue | 50 | 6 | 2 | 2 | 3796.0 | 2396 | 1400.0 | 0.569 | 2069 | 54 | 0.742 | 0.631 | 2/8/2022 |
| 788789658 | Existing Customer | 40 | M | 5 | Unknown | Unknown | $80K - $120K | Blue | 22 | 6 | 1 | 4 | 4042.0 | 1744 | 2298.0 | 0.582 | 1471 | 37 | 0.542 | 0.431 | 6/8/2021 |
| 717837858 | Existing Customer | 47 | M | 5 | College | Married | $120K + | Blue | 34 | 3 | 1 | 2 | 17603.0 | 1063 | 16540.0 | 1.065 | 2902 | 64 | 0.641 | 0.060 | 12/26/2022 |
| 709382958 | Existing Customer | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 46 | 6 | 1 | 4 | 2894.0 | 2077 | 817.0 | 0.574 | 1017 | 25 | 0.562 | 0.718 | 6/2/2021 |
| 716253858 | Existing Customer | 37 | M | 5 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 2 | 1 | 2 | 16730.0 | 1956 | 14774.0 | 0.675 | 1740 | 43 | 0.536 | 0.117 | 5/9/2021 |
| 713725683 | Existing Customer | 36 | F | 0 | College | Single | Less than $40K | Blue | 27 | 6 | 3 | 2 | 3282.0 | 1843 | 1439.0 | 0.625 | 2614 | 79 | 0.646 | 0.562 | 7/5/2022 |
| 710364258 | Existing Customer | 53 | F | 2 | Uneducated | Married | Unknown | Blue | 41 | 4 | 2 | 2 | 15815.0 | 1217 | 14598.0 | 1.266 | 2135 | 48 | 0.846 | 0.077 | 1/21/2020 |
| 816033783 | Existing Customer | 26 | M | 0 | High School | Single | $60K - $80K | Blue | 21 | 6 | 2 | 3 | 1672.0 | 957 | 715.0 | 0.576 | 2099 | 34 | 0.417 | 0.572 | 2/26/2019 |
| 715065483 | Existing Customer | 45 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 8121.0 | 1595 | 6526.0 | 0.743 | 1914 | 45 | 0.500 | 0.196 | 4/5/2019 |
| 718751133 | Existing Customer | 36 | F | 2 | Unknown | Married | Less than $40K | Blue | 26 | 4 | 1 | 4 | 3182.0 | 2435 | 747.0 | 0.868 | 1670 | 30 | 0.765 | 0.765 | 3/26/2020 |
| 713983308 | Existing Customer | 60 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 49 | 5 | 1 | 4 | 3182.0 | 1928 | 1254.0 | 0.509 | 1233 | 35 | 0.400 | 0.606 | 1/18/2021 |
| 718418958 | Attrited Customer | 30 | M | 1 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 2 | 4 | 5061.0 | 0 | 5061.0 | 0.911 | 1309 | 38 | 0.462 | 0.000 | 5/1/2019 |
| 779367858 | Existing Customer | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 28 | 5 | 3 | 3 | 6224.0 | 1898 | 4326.0 | 1.103 | 3014 | 58 | 0.706 | 0.305 | 3/23/2020 |
| 711285633 | Existing Customer | 33 | F | 0 | Unknown | Single | Unknown | Blue | 36 | 6 | 1 | 3 | 2735.0 | 1769 | 966.0 | 1.465 | 3306 | 71 | 0.972 | 0.647 | 5/14/2022 |
| 714974658 | Existing Customer | 48 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2464.0 | 1867 | 597.0 | 0.600 | 1219 | 35 | 1.333 | 0.758 | 3/31/2022 |
| 716374308 | Existing Customer | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 33 | 4 | 3 | 2 | 3477.0 | 1875 | 1602.0 | 0.907 | 1897 | 50 | 1.083 | 0.539 | 6/15/2019 |
| 713416233 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 24 | 5 | 2 | 2 | 3242.0 | 2076 | 1166.0 | 0.612 | 1841 | 46 | 0.533 | 0.640 | 10/2/2022 |
| 797643708 | Existing Customer | 47 | M | 1 | High School | Married | $120K + | Blue | 41 | 3 | 1 | 4 | 27858.0 | 1314 | 26544.0 | 0.676 | 1772 | 53 | 0.559 | 0.047 | 3/25/2021 |
| 808292958 | Existing Customer | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 20 | 6 | 2 | 3 | 1438.3 | 495 | 943.3 | 1.062 | 2546 | 40 | 0.333 | 0.344 | 7/2/2019 |
| 719831958 | Existing Customer | 49 | M | 3 | College | Single | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.0 | 0 | 34516.0 | 0.646 | 1793 | 44 | 0.833 | 0.000 | 6/20/2019 |
| 708860358 | Existing Customer | 38 | M | 3 | High School | Married | $80K - $120K | Blue | 22 | 4 | 2 | 3 | 6361.0 | 694 | 5667.0 | 0.844 | 1499 | 31 | 0.938 | 0.109 | 9/16/2021 |
| 717385983 | Existing Customer | 30 | M | 0 | Graduate | Married | Less than $40K | Blue | 21 | 6 | 6 | 2 | 2490.0 | 0 | 2490.0 | 0.859 | 1645 | 30 | 0.667 | 0.000 | 2/20/2022 |
| 719049033 | Existing Customer | 53 | M | 3 | High School | Married | $120K + | Blue | 44 | 5 | 6 | 4 | 14057.0 | 1655 | 12402.0 | 0.676 | 2073 | 60 | 0.333 | 0.118 | 5/16/2020 |
| 717581658 | Existing Customer | 49 | M | 2 | Unknown | Single | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 2461.0 | 1586 | 875.0 | 1.676 | 1729 | 35 | 0.750 | 0.644 | 11/30/2019 |
| 714347508 | Existing Customer | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 21 | 4 | 3 | 3 | 7766.0 | 1278 | 6488.0 | 0.806 | 2423 | 74 | 0.609 | 0.165 | 4/12/2019 |
| 803833608 | Existing Customer | 40 | M | 3 | Uneducated | Single | $40K - $60K | Silver | 33 | 4 | 1 | 3 | 21308.0 | 564 | 20744.0 | 0.448 | 1322 | 38 | 0.652 | 0.026 | 3/14/2019 |
| 712576908 | Existing Customer | 30 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 4516.0 | 2252 | 2264.0 | 0.889 | 1819 | 24 | 0.846 | 0.499 | 7/26/2020 |
| 778511733 | Existing Customer | 42 | F | 3 | College | Single | $40K - $60K | Blue | 30 | 6 | 3 | 2 | 5424.0 | 1812 | 3612.0 | 0.513 | 1634 | 44 | 0.760 | 0.334 | 2/17/2020 |
| 721464783 | Existing Customer | 62 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1764.0 | 1540 | 224.0 | 0.937 | 2094 | 47 | 0.958 | 0.873 | 3/9/2019 |
| 821179233 | Attrited Customer | 50 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 1 | 3 | 3 | 1493.0 | 932 | 561.0 | 0.466 | 1554 | 43 | 0.344 | 0.624 | 10/20/2019 |
| 713126733 | Existing Customer | 56 | M | 3 | College | Married | $120K + | Blue | 43 | 6 | 2 | 2 | 17539.0 | 2517 | 15022.0 | 0.743 | 1220 | 30 | 0.765 | 0.144 | 3/6/2020 |
| 719688408 | Existing Customer | 45 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 6 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.534 | 3530 | 68 | 0.659 | 0.000 | 8/13/2022 |
| 779811183 | Existing Customer | 35 | F | 3 | Uneducated | Married | Less than $40K | Blue | 25 | 4 | 1 | 2 | 2149.0 | 1118 | 1031.0 | 0.903 | 1581 | 30 | 1.000 | 0.520 | 11/18/2022 |
| 771086208 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 4 | 4 | 6256.0 | 1530 | 4726.0 | 0.647 | 1629 | 43 | 0.344 | 0.245 | 11/29/2022 |
| 715217733 | Existing Customer | 33 | F | 2 | High School | Single | Unknown | Blue | 25 | 5 | 1 | 4 | 11922.0 | 792 | 11130.0 | 0.667 | 2154 | 61 | 0.525 | 0.066 | 11/4/2019 |
| 813752433 | Attrited Customer | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 2 | 4 | 4075.0 | 1986 | 2089.0 | 1.214 | 2449 | 27 | 0.038 | 0.487 | 2/11/2021 |
| 711876333 | Existing Customer | 53 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 4 | 7290.0 | 2151 | 5139.0 | 0.583 | 1312 | 29 | 0.526 | 0.295 | 11/14/2020 |
| 715256658 | Existing Customer | 50 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 5965.0 | 688 | 5277.0 | 0.673 | 3382 | 58 | 1.071 | 0.115 | 11/13/2020 |
| 711329658 | Existing Customer | 30 | M | 0 | High School | Married | $120K + | Blue | 13 | 3 | 1 | 4 | 9007.0 | 1965 | 7042.0 | 0.698 | 1925 | 42 | 0.448 | 0.218 | 12/13/2022 |
| 710227908 | Existing Customer | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6077.0 | 1397 | 4680.0 | 0.834 | 2837 | 74 | 0.609 | 0.230 | 5/11/2019 |
| 716362008 | Existing Customer | 37 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 29 | 3 | 3 | 2 | 1808.0 | 1009 | 799.0 | 0.796 | 1744 | 35 | 0.944 | 0.558 | 2/13/2019 |
| 714939708 | Existing Customer | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 12810.0 | 0 | 12810.0 | 1.363 | 3174 | 74 | 1.114 | 0.000 | 8/18/2019 |
| 708083283 | Attrited Customer | 58 | M | 0 | Unknown | Single | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 3421.0 | 2517 | 904.0 | 0.992 | 992 | 21 | 0.400 | 0.736 | 11/5/2020 |
| 719431608 | Existing Customer | 63 | F | 0 | College | Married | $40K - $60K | Blue | 53 | 6 | 1 | 4 | 3118.0 | 1528 | 1590.0 | 0.604 | 1291 | 24 | 0.600 | 0.490 | 9/20/2022 |
| 769411758 | Existing Customer | 43 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 4 | 3 | 4 | 20013.0 | 922 | 19091.0 | 0.655 | 1518 | 39 | 0.625 | 0.046 | 4/13/2022 |
| 714248733 | Existing Customer | 26 | F | 0 | Unknown | Single | Unknown | Blue | 13 | 4 | 1 | 2 | 4395.0 | 1240 | 3155.0 | 0.662 | 2272 | 46 | 0.438 | 0.282 | 7/19/2020 |
| 804481608 | Existing Customer | 37 | F | 1 | Unknown | Single | Less than $40K | Blue | 32 | 6 | 3 | 3 | 9661.0 | 0 | 9661.0 | 0.926 | 2825 | 60 | 0.818 | 0.000 | 1/25/2022 |
| 714631833 | Existing Customer | 53 | M | 4 | Graduate | Married | $60K - $80K | Blue | 44 | 3 | 2 | 4 | 1973.0 | 1324 | 649.0 | 0.805 | 1587 | 38 | 0.520 | 0.671 | 8/5/2021 |
| 769751958 | Existing Customer | 55 | M | 3 | Unknown | Married | $120K + | Blue | 49 | 3 | 2 | 4 | 9926.0 | 2018 | 7908.0 | 0.618 | 2235 | 57 | 0.357 | 0.203 | 11/5/2019 |
| 717999183 | Existing Customer | 36 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 4108.0 | 1659 | 2449.0 | 1.202 | 2275 | 58 | 0.871 | 0.404 | 3/7/2021 |
| 713075283 | Existing Customer | 51 | M | 3 | High School | Single | $120K + | Blue | 36 | 5 | 1 | 4 | 20741.0 | 2504 | 18237.0 | 0.800 | 1818 | 51 | 1.040 | 0.121 | 5/12/2019 |
| 711561108 | Existing Customer | 36 | M | 4 | Graduate | Single | $80K - $120K | Blue | 24 | 6 | 1 | 2 | 16335.0 | 892 | 15443.0 | 0.673 | 2733 | 71 | 0.919 | 0.055 | 4/15/2020 |
| 709854483 | Existing Customer | 35 | F | 1 | High School | Married | Unknown | Blue | 17 | 5 | 3 | 3 | 4588.0 | 2517 | 2071.0 | 1.525 | 2442 | 62 | 0.632 | 0.549 | 4/4/2022 |
| 713630733 | Existing Customer | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 5 | 3 | 3 | 5712.0 | 1955 | 3757.0 | 0.969 | 2617 | 54 | 0.800 | 0.342 | 1/16/2021 |
| 717599283 | Existing Customer | 57 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 5335.0 | 1206 | 4129.0 | 0.690 | 1844 | 49 | 0.750 | 0.226 | 10/31/2022 |
| 806407308 | Attrited Customer | 54 | F | 3 | College | Single | Unknown | Blue | 49 | 6 | 2 | 3 | 13184.0 | 0 | 13184.0 | 1.166 | 2047 | 33 | 0.179 | 0.000 | 7/15/2021 |
| 712730583 | Existing Customer | 29 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 20 | 5 | 2 | 3 | 8592.0 | 1201 | 7391.0 | 0.778 | 1842 | 50 | 0.852 | 0.140 | 4/3/2021 |
| 712142733 | Existing Customer | 37 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 3 | 2 | 1910.0 | 1164 | 746.0 | 0.744 | 2028 | 39 | 1.053 | 0.609 | 4/22/2022 |
| 720153258 | Existing Customer | 53 | F | 2 | College | Single | Less than $40K | Blue | 45 | 6 | 3 | 3 | 6210.0 | 1083 | 5127.0 | 0.621 | 3095 | 62 | 0.590 | 0.174 | 5/30/2019 |
| 814086333 | Existing Customer | 36 | M | 3 | College | Married | $40K - $60K | Blue | 31 | 6 | 2 | 4 | 2220.0 | 1337 | 883.0 | 0.768 | 1685 | 44 | 0.375 | 0.602 | 7/19/2020 |
| 715524708 | Existing Customer | 49 | M | 5 | Unknown | Single | $40K - $60K | Silver | 41 | 4 | 2 | 2 | 20756.0 | 1710 | 19046.0 | 0.816 | 1502 | 31 | 0.824 | 0.082 | 11/16/2020 |
| 713307708 | Existing Customer | 64 | F | 0 | Unknown | Married | $40K - $60K | Blue | 55 | 6 | 3 | 2 | 2895.0 | 2517 | 378.0 | 0.322 | 1541 | 37 | 0.609 | 0.869 | 3/22/2022 |
| 714069858 | Existing Customer | 53 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 3539.0 | 2517 | 1022.0 | 0.569 | 1677 | 45 | 0.500 | 0.711 | 10/2/2022 |
| 712789383 | Existing Customer | 52 | M | 1 | Graduate | Married | $120K + | Blue | 44 | 6 | 1 | 4 | 9274.0 | 2097 | 7177.0 | 0.776 | 2048 | 59 | 0.639 | 0.226 | 12/13/2022 |
| 787983633 | Existing Customer | 35 | F | 3 | Uneducated | Married | Less than $40K | Blue | 26 | 6 | 1 | 3 | 3187.0 | 2517 | 670.0 | 1.214 | 2072 | 33 | 0.833 | 0.790 | 4/7/2022 |
| 758583708 | Attrited Customer | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 24 | 2 | 1 | 4 | 2802.0 | 2460 | 342.0 | 1.029 | 1406 | 28 | 0.077 | 0.878 | 4/23/2019 |
| 717130383 | Existing Customer | 50 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 2334.0 | 707 | 1627.0 | 0.561 | 1386 | 30 | 0.500 | 0.303 | 3/10/2021 |
| 720770883 | Existing Customer | 65 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.760 | 2249 | 61 | 0.564 | 0.000 | 11/29/2022 |
| 716797758 | Existing Customer | 53 | F | 2 | Unknown | Married | Less than $40K | Blue | 44 | 3 | 2 | 4 | 3519.0 | 0 | 3519.0 | 0.548 | 1670 | 33 | 0.650 | 0.000 | 5/16/2019 |
| 713835258 | Existing Customer | 53 | M | 1 | Unknown | Married | $120K + | Blue | 48 | 3 | 2 | 3 | 3088.0 | 2083 | 1005.0 | 0.633 | 1561 | 40 | 0.538 | 0.675 | 4/2/2019 |
| 720677733 | Existing Customer | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 6 | 3 | 0 | 34516.0 | 1002 | 33514.0 | 1.345 | 2579 | 68 | 0.700 | 0.029 | 1/23/2020 |
| 718587858 | Existing Customer | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 31 | 3 | 1 | 4 | 11906.0 | 2032 | 9874.0 | 0.465 | 1642 | 39 | 0.625 | 0.171 | 5/25/2021 |
| 710263608 | Existing Customer | 53 | F | 3 | High School | Married | Unknown | Blue | 36 | 4 | 2 | 4 | 11098.0 | 821 | 10277.0 | 0.896 | 2156 | 46 | 0.586 | 0.074 | 9/4/2022 |
| 715055433 | Existing Customer | 36 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 22 | 6 | 3 | 4 | 2224.0 | 1772 | 452.0 | 0.810 | 2004 | 44 | 0.419 | 0.797 | 3/25/2022 |
| 715498308 | Existing Customer | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 3454.0 | 1603 | 1851.0 | 1.078 | 1575 | 41 | 0.519 | 0.464 | 6/4/2020 |
| 708099183 | Existing Customer | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 5723.0 | 1873 | 3850.0 | 0.851 | 2732 | 63 | 0.853 | 0.327 | 12/6/2019 |
| 716452908 | Existing Customer | 36 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 9239.0 | 1421 | 7818.0 | 0.823 | 2246 | 44 | 0.833 | 0.154 | 2/24/2019 |
| 789959283 | Existing Customer | 39 | M | 2 | College | Single | $80K - $120K | Blue | 24 | 4 | 3 | 2 | 4061.0 | 1775 | 2286.0 | 0.686 | 1602 | 40 | 0.667 | 0.437 | 4/2/2021 |
| 713536158 | Existing Customer | 65 | M | 1 | College | Married | Less than $40K | Blue | 56 | 5 | 3 | 2 | 4189.0 | 0 | 4189.0 | 0.715 | 1597 | 31 | 0.722 | 0.000 | 7/21/2022 |
| 716750358 | Existing Customer | 45 | F | 1 | Unknown | Married | Less than $40K | Blue | 32 | 4 | 1 | 3 | 6373.0 | 1562 | 4811.0 | 0.573 | 3483 | 82 | 0.640 | 0.245 | 8/13/2022 |
| 815299833 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 5 | 2 | 3 | 2228.0 | 1717 | 511.0 | 1.625 | 2334 | 61 | 0.848 | 0.771 | 8/29/2019 |
| 721003008 | Attrited Customer | 36 | F | 4 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 2 | 2 | 3261.0 | 2517 | 744.0 | 0.378 | 856 | 18 | 0.059 | 0.772 | 1/6/2021 |
| 779883933 | Existing Customer | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 3 | 2 | 8014.0 | 1402 | 6612.0 | 0.873 | 1596 | 34 | 0.789 | 0.175 | 7/25/2021 |
| 716612958 | Existing Customer | 35 | F | 2 | College | Married | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 10980.0 | 1726 | 9254.0 | 0.856 | 1830 | 36 | 0.636 | 0.157 | 12/28/2019 |
| 715859058 | Existing Customer | 54 | M | 3 | Post-Graduate | Married | $120K + | Blue | 42 | 6 | 3 | 4 | 3092.0 | 2165 | 927.0 | 0.676 | 1369 | 37 | 0.542 | 0.700 | 3/26/2022 |
| 772031733 | Existing Customer | 40 | M | 4 | Graduate | Single | $80K - $120K | Blue | 29 | 5 | 1 | 2 | 14315.0 | 690 | 13625.0 | 1.320 | 2603 | 56 | 0.806 | 0.048 | 8/17/2022 |
| 720668358 | Existing Customer | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 46 | 3 | 3 | 3 | 1648.0 | 997 | 651.0 | 0.776 | 1776 | 36 | 0.565 | 0.605 | 3/26/2019 |
| 778708533 | Attrited Customer | 26 | F | 0 | High School | Single | $40K - $60K | Blue | 13 | 2 | 2 | 4 | 1730.0 | 1616 | 114.0 | 0.331 | 869 | 27 | 0.286 | 0.934 | 8/24/2020 |
| 719649408 | Existing Customer | 46 | M | 2 | High School | Married | $60K - $80K | Blue | 35 | 6 | 3 | 3 | 13768.0 | 763 | 13005.0 | 0.712 | 1390 | 44 | 0.760 | 0.055 | 8/25/2020 |
| 715457658 | Existing Customer | 29 | F | 1 | Graduate | Married | Unknown | Blue | 19 | 3 | 3 | 4 | 1709.0 | 1465 | 244.0 | 0.558 | 1757 | 48 | 0.548 | 0.857 | 12/4/2021 |
| 711934308 | Existing Customer | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 19 | 5 | 2 | 3 | 1705.0 | 0 | 1705.0 | 0.604 | 3342 | 62 | 0.824 | 0.000 | 9/26/2021 |
| 781326483 | Existing Customer | 31 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 25 | 6 | 1 | 2 | 8673.0 | 0 | 8673.0 | 0.876 | 2457 | 58 | 0.933 | 0.000 | 1/19/2019 |
| 712557708 | Existing Customer | 35 | M | 1 | High School | Married | $60K - $80K | Blue | 21 | 5 | 2 | 2 | 6391.0 | 2317 | 4074.0 | 0.831 | 2274 | 61 | 1.033 | 0.363 | 6/6/2019 |
| 789187908 | Existing Customer | 56 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 45 | 4 | 2 | 2 | 11102.0 | 1946 | 9156.0 | 0.625 | 1448 | 36 | 1.000 | 0.175 | 9/5/2021 |
| 773297508 | Existing Customer | 34 | M | 3 | College | Married | $80K - $120K | Blue | 28 | 3 | 1 | 3 | 24765.0 | 1999 | 22766.0 | 1.013 | 1544 | 36 | 0.714 | 0.081 | 10/28/2021 |
| 716529258 | Existing Customer | 42 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 27 | 5 | 3 | 4 | 31864.0 | 0 | 31864.0 | 1.009 | 1591 | 35 | 0.750 | 0.000 | 7/27/2019 |
| 708242283 | Existing Customer | 29 | M | 1 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 5346.0 | 0 | 5346.0 | 0.928 | 3253 | 80 | 0.818 | 0.000 | 4/30/2019 |
| 789247458 | Existing Customer | 32 | M | 0 | Graduate | Single | $40K - $60K | Blue | 21 | 6 | 2 | 3 | 2801.0 | 1472 | 1329.0 | 1.027 | 2467 | 54 | 0.800 | 0.526 | 11/2/2020 |
| 717100833 | Existing Customer | 37 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 6 | 6 | 2 | 3148.0 | 0 | 3148.0 | 0.498 | 1401 | 31 | 0.722 | 0.000 | 8/1/2021 |
| 716870583 | Existing Customer | 36 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 5 | 3 | 2786.0 | 1628 | 1158.0 | 1.314 | 2853 | 55 | 0.667 | 0.584 | 5/16/2019 |
| 719999508 | Existing Customer | 37 | M | 3 | Unknown | Married | $60K - $80K | Blue | 24 | 3 | 1 | 2 | 11894.0 | 816 | 11078.0 | 1.561 | 2438 | 45 | 0.607 | 0.069 | 3/21/2019 |
| 721236408 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 29 | 5 | 3 | 3 | 7535.0 | 2517 | 5018.0 | 0.813 | 1655 | 41 | 0.577 | 0.334 | 8/27/2020 |
| 720122808 | Attrited Customer | 52 | M | 2 | High School | Married | $60K - $80K | Silver | 35 | 4 | 4 | 3 | 33180.0 | 511 | 32669.0 | 0.681 | 797 | 14 | 0.273 | 0.015 | 4/17/2022 |
| 716882658 | Existing Customer | 62 | F | 2 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 2 | 4 | 2986.0 | 1632 | 1354.0 | 0.883 | 2141 | 55 | 0.667 | 0.547 | 2/25/2020 |
| 713734758 | Existing Customer | 35 | F | 2 | Graduate | Married | Unknown | Blue | 23 | 4 | 2 | 2 | 6729.0 | 2375 | 4354.0 | 0.579 | 2080 | 50 | 0.351 | 0.353 | 6/13/2020 |
| 709085358 | Existing Customer | 36 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2601.0 | 1817 | 784.0 | 0.663 | 2542 | 67 | 0.675 | 0.699 | 1/7/2020 |
| 715785933 | Existing Customer | 54 | M | 3 | College | Married | $80K - $120K | Blue | 45 | 4 | 3 | 0 | 3380.0 | 1655 | 1725.0 | 0.636 | 1636 | 58 | 0.706 | 0.490 | 6/21/2019 |
| 717159858 | Existing Customer | 27 | M | 1 | High School | Single | $60K - $80K | Blue | 18 | 5 | 2 | 2 | 2730.0 | 1351 | 1379.0 | 0.623 | 2319 | 61 | 0.743 | 0.495 | 6/1/2022 |
| 713259858 | Attrited Customer | 26 | M | 0 | High School | Single | $40K - $60K | Blue | 15 | 3 | 1 | 3 | 3324.0 | 0 | 3324.0 | 0.537 | 982 | 22 | 0.692 | 0.000 | 9/12/2020 |
| 787516908 | Existing Customer | 56 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 3 | 3 | 2665.0 | 1844 | 821.0 | 0.554 | 1880 | 58 | 0.758 | 0.692 | 5/16/2021 |
| 711145008 | Existing Customer | 60 | F | 1 | Graduate | Married | $40K - $60K | Blue | 47 | 4 | 3 | 2 | 5015.0 | 2053 | 2962.0 | 0.442 | 1325 | 29 | 0.381 | 0.409 | 11/19/2019 |
| 715013733 | Existing Customer | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 6905.0 | 2303 | 4602.0 | 0.712 | 1370 | 25 | 0.786 | 0.334 | 9/19/2022 |
| 717098208 | Existing Customer | 48 | M | 3 | Unknown | Married | $80K - $120K | Blue | 41 | 5 | 2 | 2 | 5848.0 | 950 | 4898.0 | 0.726 | 1961 | 51 | 0.545 | 0.162 | 7/14/2022 |
| 737982408 | Existing Customer | 33 | M | 1 | College | Single | $80K - $120K | Blue | 26 | 4 | 3 | 4 | 19136.0 | 1608 | 17528.0 | 0.728 | 2501 | 55 | 0.528 | 0.084 | 12/7/2022 |
| 713216883 | Existing Customer | 64 | F | 0 | Unknown | Married | Less than $40K | Blue | 55 | 4 | 3 | 4 | 3500.0 | 1904 | 1596.0 | 1.182 | 2003 | 41 | 0.952 | 0.544 | 9/17/2020 |
| 709361058 | Existing Customer | 35 | M | 2 | Graduate | Married | $60K - $80K | Blue | 24 | 5 | 1 | 3 | 7453.0 | 0 | 7453.0 | 0.712 | 1691 | 47 | 0.516 | 0.000 | 12/17/2021 |
| 710312658 | Existing Customer | 54 | F | 2 | Unknown | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 6266.0 | 1819 | 4447.0 | 0.744 | 1456 | 27 | 1.077 | 0.290 | 10/23/2022 |
| 773383158 | Existing Customer | 29 | F | 1 | College | Single | Less than $40K | Blue | 23 | 4 | 3 | 4 | 4945.0 | 0 | 4945.0 | 1.033 | 2743 | 69 | 0.769 | 0.000 | 10/1/2019 |
| 716053083 | Attrited Customer | 33 | M | 2 | Graduate | Married | $120K + | Blue | 21 | 2 | 2 | 4 | 27992.0 | 0 | 27992.0 | 0.433 | 837 | 18 | 1.000 | 0.000 | 7/31/2019 |
| 717667833 | Existing Customer | 34 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 3735.0 | 1285 | 2450.0 | 1.034 | 1877 | 33 | 1.200 | 0.344 | 4/15/2021 |
| 716998608 | Existing Customer | 48 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 6703.0 | 1252 | 5451.0 | 0.625 | 1843 | 44 | 0.630 | 0.187 | 3/13/2021 |
| 772086408 | Existing Customer | 38 | M | 3 | High School | Single | $80K - $120K | Blue | 27 | 4 | 1 | 4 | 6162.0 | 943 | 5219.0 | 0.484 | 1527 | 35 | 0.207 | 0.153 | 3/2/2019 |
| 708597558 | Existing Customer | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 3337.0 | 795 | 2542.0 | 0.524 | 3951 | 68 | 0.619 | 0.238 | 8/23/2022 |
| 718011783 | Existing Customer | 55 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2205.0 | 1337 | 868.0 | 0.650 | 1591 | 38 | 0.727 | 0.606 | 7/22/2020 |
| 714360033 | Existing Customer | 62 | M | 1 | High School | Married | $40K - $60K | Blue | 43 | 5 | 1 | 3 | 4450.0 | 1444 | 3006.0 | 0.465 | 1326 | 44 | 0.419 | 0.324 | 6/25/2021 |
| 811005858 | Existing Customer | 33 | F | 0 | Unknown | Married | Less than $40K | Blue | 28 | 4 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.916 | 2914 | 70 | 0.591 | 0.000 | 5/18/2021 |
| 794485158 | Existing Customer | 38 | M | 2 | Unknown | Married | $80K - $120K | Blue | 18 | 6 | 1 | 2 | 2172.0 | 1475 | 697.0 | 1.158 | 2447 | 46 | 1.300 | 0.679 | 10/28/2021 |
| 708513183 | Existing Customer | 39 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 29 | 4 | 2 | 2 | 4323.0 | 1267 | 3056.0 | 1.102 | 3078 | 58 | 0.611 | 0.293 | 5/5/2019 |
| 719353158 | Existing Customer | 56 | M | 1 | College | Married | $80K - $120K | Blue | 45 | 5 | 1 | 3 | 4145.0 | 1468 | 2677.0 | 0.579 | 1238 | 36 | 0.500 | 0.354 | 5/30/2020 |
| 711436083 | Existing Customer | 36 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 3 | 3 | 2032.0 | 1003 | 1029.0 | 1.005 | 2454 | 46 | 0.586 | 0.494 | 3/18/2022 |
| 780374133 | Existing Customer | 29 | M | 1 | College | Single | $80K - $120K | Blue | 19 | 5 | 3 | 3 | 7010.0 | 2103 | 4907.0 | 1.007 | 2413 | 48 | 1.087 | 0.300 | 9/1/2021 |
| 739117233 | Existing Customer | 57 | M | 3 | High School | Married | $120K + | Blue | 50 | 3 | 3 | 2 | 3205.0 | 1530 | 1675.0 | 0.673 | 2126 | 58 | 0.657 | 0.477 | 3/19/2021 |
| 708486033 | Existing Customer | 55 | F | 3 | Post-Graduate | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 16547.0 | 1521 | 15026.0 | 0.555 | 1782 | 48 | 0.333 | 0.092 | 3/24/2022 |
| 795237183 | Existing Customer | 51 | F | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 3 | 2 | 4 | 5930.0 | 0 | 5930.0 | 1.190 | 2041 | 32 | 0.684 | 0.000 | 7/25/2019 |
| 788788758 | Existing Customer | 57 | F | 3 | College | Single | Unknown | Blue | 39 | 4 | 1 | 2 | 7469.0 | 1752 | 5717.0 | 0.923 | 2050 | 46 | 0.917 | 0.235 | 7/13/2020 |
| 709635858 | Existing Customer | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 2 | 3 | 2235.0 | 0 | 2235.0 | 0.556 | 1229 | 27 | 0.350 | 0.000 | 5/27/2021 |
| 789701658 | Existing Customer | 26 | M | 0 | College | Single | $40K - $60K | Blue | 13 | 5 | 2 | 2 | 2047.0 | 1196 | 851.0 | 0.623 | 2180 | 33 | 0.941 | 0.584 | 6/26/2021 |
| 713484483 | Existing Customer | 36 | F | 4 | Uneducated | Single | Unknown | Silver | 21 | 3 | 1 | 2 | 34516.0 | 907 | 33609.0 | 0.572 | 2298 | 55 | 0.719 | 0.026 | 1/31/2019 |
| 711954558 | Existing Customer | 53 | F | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 3 | 4 | 2636.0 | 2357 | 279.0 | 0.654 | 1333 | 34 | 0.545 | 0.894 | 10/27/2021 |
| 712655583 | Existing Customer | 41 | M | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 6425.0 | 915 | 5510.0 | 0.958 | 2036 | 44 | 0.692 | 0.142 | 12/15/2021 |
| 779686683 | Existing Customer | 26 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 13 | 5 | 3 | 2 | 2902.0 | 1668 | 1234.0 | 0.621 | 2088 | 34 | 0.478 | 0.575 | 12/15/2019 |
| 711226758 | Existing Customer | 51 | F | 1 | College | Divorced | Less than $40K | Blue | 42 | 3 | 2 | 3 | 4002.0 | 1669 | 2333.0 | 0.702 | 2024 | 53 | 1.120 | 0.417 | 3/20/2021 |
| 713241033 | Existing Customer | 34 | M | 0 | Graduate | Married | $60K - $80K | Blue | 26 | 4 | 3 | 3 | 5175.0 | 977 | 4198.0 | 1.705 | 2405 | 49 | 0.885 | 0.189 | 3/16/2022 |
| 788754108 | Existing Customer | 65 | F | 1 | Unknown | Single | $40K - $60K | Blue | 48 | 4 | 2 | 4 | 4599.0 | 637 | 3962.0 | 0.622 | 2608 | 78 | 0.592 | 0.139 | 2/2/2021 |
| 717013383 | Existing Customer | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 43 | 4 | 3 | 4 | 31258.0 | 1518 | 29740.0 | 0.917 | 2866 | 53 | 0.893 | 0.049 | 10/28/2019 |
| 712634133 | Existing Customer | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 2683.0 | 1671 | 1012.0 | 0.784 | 1406 | 37 | 0.423 | 0.623 | 10/3/2019 |
| 709537683 | Attrited Customer | 37 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 3 | 4 | 3 | 11638.0 | 926 | 10712.0 | 0.262 | 563 | 15 | 0.364 | 0.080 | 4/15/2019 |
| 778627983 | Existing Customer | 40 | F | 3 | Graduate | Married | Unknown | Blue | 20 | 3 | 1 | 3 | 1829.0 | 1140 | 689.0 | 0.325 | 1610 | 49 | 0.400 | 0.623 | 2/5/2020 |
| 720241758 | Existing Customer | 55 | M | 0 | Doctorate | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 8276.0 | 1671 | 6605.0 | 0.359 | 1409 | 25 | 0.250 | 0.202 | 7/7/2022 |
| 720814233 | Existing Customer | 45 | M | 4 | High School | Unknown | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 23539.0 | 1261 | 22278.0 | 0.484 | 1485 | 38 | 0.462 | 0.054 | 5/20/2019 |
| 785080308 | Existing Customer | 37 | F | 2 | High School | Married | Less than $40K | Blue | 31 | 5 | 3 | 3 | 2352.0 | 0 | 2352.0 | 1.467 | 2344 | 48 | 0.920 | 0.000 | 9/22/2022 |
| 713358633 | Existing Customer | 30 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 11371.0 | 1015 | 10356.0 | 1.483 | 2768 | 68 | 0.889 | 0.089 | 8/6/2020 |
| 720392433 | Existing Customer | 55 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 6 | 2 | 2857.0 | 2517 | 340.0 | 0.871 | 1869 | 47 | 0.567 | 0.881 | 8/23/2022 |
| 720282558 | Existing Customer | 36 | M | 2 | Graduate | Single | $80K - $120K | Silver | 27 | 5 | 2 | 4 | 34516.0 | 1568 | 32948.0 | 0.878 | 2873 | 73 | 0.659 | 0.045 | 12/27/2022 |
| 821370858 | Existing Customer | 39 | M | 1 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 4 | 6690.0 | 1884 | 4806.0 | 0.791 | 1734 | 39 | 0.625 | 0.282 | 4/20/2022 |
| 799249833 | Existing Customer | 34 | M | 2 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 1 | 4 | 4439.0 | 844 | 3595.0 | 0.863 | 2858 | 71 | 0.690 | 0.190 | 4/14/2022 |
| 713016633 | Existing Customer | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 5344.0 | 1582 | 3762.0 | 0.537 | 1984 | 36 | 1.000 | 0.296 | 1/1/2021 |
| 814471983 | Existing Customer | 42 | M | 3 | High School | Divorced | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 27310.0 | 0 | 27310.0 | 0.919 | 1537 | 41 | 1.050 | 0.000 | 10/11/2020 |
| 779612808 | Existing Customer | 61 | M | 1 | Graduate | Married | $40K - $60K | Blue | 50 | 6 | 2 | 4 | 2531.0 | 2360 | 171.0 | 0.955 | 1263 | 35 | 0.591 | 0.932 | 12/27/2021 |
| 716692683 | Existing Customer | 31 | M | 1 | College | Single | $40K - $60K | Blue | 22 | 4 | 1 | 3 | 9096.0 | 0 | 9096.0 | 0.768 | 2318 | 54 | 0.688 | 0.000 | 7/11/2020 |
| 790145733 | Attrited Customer | 40 | M | 3 | College | Single | $80K - $120K | Silver | 33 | 1 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.927 | 1112 | 26 | 0.368 | 0.000 | 9/24/2019 |
| 716038533 | Existing Customer | 42 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 32 | 3 | 1 | 2 | 7169.0 | 902 | 6267.0 | 0.834 | 1438 | 35 | 0.591 | 0.126 | 7/12/2020 |
| 714421233 | Existing Customer | 54 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5399.0 | 1723 | 3676.0 | 0.765 | 1292 | 34 | 0.889 | 0.319 | 8/29/2022 |
| 709783908 | Existing Customer | 52 | F | 3 | Unknown | Married | Less than $40K | Blue | 47 | 6 | 3 | 2 | 2280.0 | 1170 | 1110.0 | 0.603 | 1924 | 50 | 0.667 | 0.513 | 2/25/2019 |
| 812788233 | Existing Customer | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 21 | 4 | 1 | 4 | 6315.0 | 1305 | 5010.0 | 0.542 | 2205 | 43 | 0.265 | 0.207 | 6/18/2020 |
| 772452783 | Existing Customer | 43 | M | 3 | Unknown | Married | $40K - $60K | Blue | 33 | 6 | 1 | 2 | 4402.0 | 1640 | 2762.0 | 0.719 | 1774 | 46 | 1.000 | 0.373 | 8/12/2022 |
| 714002658 | Existing Customer | 49 | M | 2 | Unknown | Married | $120K + | Blue | 34 | 5 | 4 | 2 | 27732.0 | 1623 | 26109.0 | 0.452 | 1413 | 31 | 0.722 | 0.059 | 9/4/2019 |
| 713464983 | Existing Customer | 45 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 4947.0 | 1053 | 3894.0 | 1.195 | 3479 | 76 | 0.810 | 0.213 | 10/27/2020 |
| 713910108 | Existing Customer | 38 | M | 1 | Graduate | Married | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 3946.0 | 2375 | 1571.0 | 0.921 | 1646 | 43 | 0.536 | 0.602 | 7/16/2022 |
| 808169358 | Existing Customer | 57 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 52 | 5 | 3 | 4 | 12291.0 | 2289 | 10002.0 | 0.685 | 1683 | 50 | 0.471 | 0.186 | 7/4/2022 |
| 714013083 | Existing Customer | 63 | F | 2 | Graduate | Married | $40K - $60K | Blue | 53 | 4 | 2 | 4 | 3067.0 | 1874 | 1193.0 | 0.791 | 1420 | 32 | 0.455 | 0.611 | 9/10/2019 |
| 715381533 | Existing Customer | 42 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.3 | 674 | 764.3 | 1.769 | 2451 | 55 | 1.292 | 0.469 | 4/13/2022 |
| 717678408 | Existing Customer | 61 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 47 | 4 | 2 | 4 | 8633.0 | 2517 | 6116.0 | 0.681 | 2066 | 51 | 0.457 | 0.292 | 12/11/2019 |
| 719143308 | Existing Customer | 37 | M | 2 | Unknown | Single | $40K - $60K | Blue | 28 | 4 | 4 | 3 | 2394.0 | 0 | 2394.0 | 1.059 | 2805 | 85 | 0.667 | 0.000 | 7/13/2021 |
| 711509658 | Attrited Customer | 61 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 3 | 0 | 4 | 11374.0 | 2517 | 8857.0 | 1.015 | 1088 | 26 | 1.167 | 0.221 | 4/23/2022 |
| 757481283 | Existing Customer | 35 | M | 3 | College | Married | $60K - $80K | Blue | 28 | 4 | 3 | 4 | 6921.0 | 2159 | 4762.0 | 0.895 | 1931 | 35 | 0.750 | 0.312 | 11/2/2020 |
| 808681158 | Existing Customer | 57 | M | 0 | Graduate | Married | $80K - $120K | Blue | 52 | 4 | 6 | 4 | 2564.0 | 2379 | 185.0 | 0.358 | 1343 | 35 | 0.296 | 0.928 | 12/14/2022 |
| 718867683 | Existing Customer | 64 | M | 1 | Unknown | Married | Less than $40K | Blue | 55 | 4 | 3 | 4 | 2720.0 | 1904 | 816.0 | 0.634 | 1613 | 43 | 0.344 | 0.700 | 1/7/2020 |
| 714618333 | Existing Customer | 39 | F | 2 | Doctorate | Married | Unknown | Blue | 36 | 3 | 2 | 4 | 9843.0 | 2154 | 7689.0 | 0.733 | 1402 | 35 | 0.667 | 0.219 | 9/16/2020 |
| 794562783 | Existing Customer | 28 | F | 0 | Unknown | Single | Unknown | Blue | 13 | 5 | 3 | 2 | 21691.0 | 661 | 21030.0 | 0.767 | 2534 | 51 | 0.962 | 0.030 | 7/10/2020 |
| 708208758 | Existing Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 45 | 6 | 3 | 2 | 1826.0 | 883 | 943.0 | 0.953 | 2199 | 48 | 1.000 | 0.484 | 12/23/2020 |
| 794504658 | Existing Customer | 39 | M | 1 | Unknown | Married | $60K - $80K | Blue | 24 | 6 | 3 | 0 | 5746.0 | 1829 | 3917.0 | 0.649 | 1562 | 44 | 0.913 | 0.318 | 6/11/2021 |
| 714772758 | Existing Customer | 35 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 6 | 2 | 4 | 2926.0 | 1346 | 1580.0 | 0.834 | 1851 | 48 | 0.455 | 0.460 | 12/12/2021 |
| 713830233 | Existing Customer | 47 | F | 5 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 7061.0 | 1813 | 5248.0 | 0.744 | 1831 | 60 | 0.500 | 0.257 | 9/15/2022 |
| 713577483 | Existing Customer | 47 | M | 4 | Unknown | Married | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 5589.0 | 1430 | 4159.0 | 0.632 | 1570 | 31 | 0.722 | 0.256 | 5/18/2020 |
| 814513008 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 9620.0 | 2033 | 7587.0 | 0.667 | 1735 | 43 | 0.387 | 0.211 | 10/9/2022 |
| 712765158 | Existing Customer | 26 | F | 1 | High School | Single | Less than $40K | Blue | 15 | 5 | 3 | 3 | 2539.0 | 2162 | 377.0 | 0.635 | 2386 | 47 | 0.382 | 0.852 | 12/4/2021 |
| 714411108 | Existing Customer | 37 | F | 3 | Graduate | Single | Unknown | Blue | 28 | 4 | 2 | 3 | 3642.0 | 610 | 3032.0 | 0.676 | 2790 | 68 | 0.581 | 0.167 | 12/12/2020 |
| 720231108 | Existing Customer | 57 | M | 2 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 4 | 3 | 3451.0 | 0 | 3451.0 | 0.744 | 3031 | 57 | 0.676 | 0.000 | 1/12/2022 |
| 709035708 | Existing Customer | 38 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1841.0 | 1246 | 595.0 | 0.759 | 1819 | 35 | 0.522 | 0.677 | 4/11/2019 |
| 720662508 | Existing Customer | 39 | M | 1 | Graduate | Married | $120K + | Blue | 25 | 6 | 3 | 2 | 5764.0 | 1529 | 4235.0 | 1.356 | 1972 | 38 | 0.520 | 0.265 | 2/11/2020 |
| 708623283 | Existing Customer | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 16 | 6 | 3 | 2 | 18278.0 | 0 | 18278.0 | 0.798 | 2084 | 61 | 1.103 | 0.000 | 11/12/2020 |
| 813247083 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 4 | 3 | 2 | 16059.0 | 618 | 15441.0 | 0.824 | 1357 | 26 | 1.000 | 0.038 | 9/7/2019 |
| 780078333 | Existing Customer | 56 | M | 2 | Unknown | Married | $60K - $80K | Blue | 41 | 3 | 2 | 2 | 5887.0 | 659 | 5228.0 | 0.650 | 1193 | 26 | 0.300 | 0.112 | 4/7/2020 |
| 811915383 | Existing Customer | 36 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 31 | 6 | 2 | 2 | 3152.0 | 1986 | 1166.0 | 1.328 | 2530 | 50 | 0.724 | 0.630 | 8/3/2019 |
| 719818983 | Attrited Customer | 39 | M | 1 | College | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 4 | 12464.0 | 0 | 12464.0 | 0.864 | 1195 | 35 | 0.522 | 0.000 | 1/18/2019 |
| 716349183 | Existing Customer | 58 | F | 1 | Uneducated | Married | Unknown | Blue | 36 | 5 | 2 | 3 | 4784.0 | 0 | 4784.0 | 0.905 | 2160 | 54 | 0.929 | 0.000 | 4/9/2021 |
| 710067183 | Existing Customer | 28 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1950.0 | 0 | 1950.0 | 0.803 | 2074 | 81 | 0.800 | 0.000 | 8/16/2021 |
| 771234558 | Existing Customer | 65 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 3 | 2 | 7478.0 | 0 | 7478.0 | 0.847 | 2213 | 62 | 0.771 | 0.000 | 10/8/2020 |
| 820288233 | Existing Customer | 26 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.764 | 2731 | 39 | 0.500 | 0.000 | 5/4/2021 |
| 717511533 | Existing Customer | 28 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1707.0 | 1191 | 516.0 | 0.669 | 2950 | 87 | 0.977 | 0.698 | 5/12/2019 |
| 711642108 | Existing Customer | 30 | F | 1 | Uneducated | Married | Unknown | Blue | 13 | 5 | 2 | 2 | 4016.0 | 917 | 3099.0 | 1.246 | 2572 | 35 | 0.591 | 0.228 | 10/22/2019 |
| 712495233 | Existing Customer | 31 | F | 0 | Uneducated | Married | Less than $40K | Blue | 19 | 5 | 3 | 2 | 2370.0 | 1699 | 671.0 | 0.889 | 2411 | 53 | 0.656 | 0.717 | 5/28/2019 |
| 718484283 | Existing Customer | 57 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 1 | 4 | 3478.0 | 2517 | 961.0 | 0.685 | 1409 | 49 | 0.750 | 0.724 | 5/2/2021 |
| 717413658 | Existing Customer | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 32 | 6 | 2 | 2 | 1539.0 | 989 | 550.0 | 0.860 | 1987 | 47 | 0.808 | 0.643 | 11/9/2019 |
| 804668658 | Attrited Customer | 26 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 3 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.506 | 947 | 20 | 0.053 | 0.000 | 6/6/2019 |
| 715934283 | Existing Customer | 39 | F | 2 | High School | Single | $40K - $60K | Blue | 26 | 6 | 3 | 2 | 3142.0 | 1639 | 1503.0 | 0.986 | 3046 | 56 | 1.154 | 0.522 | 1/9/2022 |
| 717499083 | Existing Customer | 35 | M | 0 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 17236.0 | 0 | 17236.0 | 0.958 | 3013 | 78 | 0.696 | 0.000 | 6/10/2021 |
| 715279683 | Existing Customer | 52 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.529 | 1679 | 39 | 0.500 | 0.000 | 8/6/2022 |
| 718971333 | Existing Customer | 33 | M | 1 | Graduate | Single | $80K - $120K | Blue | 20 | 5 | 3 | 2 | 13206.0 | 925 | 12281.0 | 0.766 | 2342 | 51 | 1.318 | 0.070 | 1/24/2021 |
| 709219533 | Existing Customer | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 41 | 3 | 1 | 0 | 2480.0 | 1351 | 1129.0 | 0.522 | 1359 | 36 | 0.565 | 0.545 | 9/4/2021 |
| 709150608 | Existing Customer | 30 | F | 0 | Unknown | Married | Less than $40K | Blue | 19 | 5 | 1 | 4 | 2898.0 | 0 | 2898.0 | 1.154 | 2632 | 64 | 0.778 | 0.000 | 2/8/2019 |
| 788259558 | Existing Customer | 59 | M | 0 | Unknown | Married | Less than $40K | Blue | 51 | 5 | 3 | 4 | 1570.0 | 1028 | 542.0 | 0.742 | 1430 | 28 | 1.333 | 0.655 | 4/19/2022 |
| 802464033 | Existing Customer | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 3 | 4460.0 | 1262 | 3198.0 | 0.898 | 1877 | 41 | 0.783 | 0.283 | 6/5/2021 |
| 712757808 | Existing Customer | 33 | F | 2 | Uneducated | Married | Less than $40K | Blue | 22 | 4 | 2 | 4 | 1544.0 | 0 | 1544.0 | 0.677 | 1731 | 40 | 0.739 | 0.000 | 8/2/2020 |
| 714457083 | Existing Customer | 52 | F | 2 | High School | Married | Unknown | Blue | 44 | 6 | 3 | 2 | 3456.0 | 2219 | 1237.0 | 0.636 | 1332 | 24 | 0.500 | 0.642 | 5/16/2020 |
| 713413758 | Existing Customer | 26 | F | 1 | College | Single | Unknown | Blue | 16 | 4 | 3 | 3 | 2751.0 | 1599 | 1152.0 | 0.694 | 2270 | 44 | 0.333 | 0.581 | 11/13/2020 |
| 708741633 | Existing Customer | 52 | M | 4 | High School | Married | $60K - $80K | Blue | 44 | 6 | 3 | 4 | 4153.0 | 0 | 4153.0 | 0.434 | 1771 | 41 | 0.367 | 0.000 | 5/2/2020 |
| 714043833 | Existing Customer | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3685.0 | 1396 | 2289.0 | 0.974 | 3016 | 85 | 0.809 | 0.379 | 10/6/2019 |
| 789577833 | Existing Customer | 56 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 4 | 1 | 4 | 8902.0 | 1932 | 6970.0 | 0.781 | 969 | 29 | 1.071 | 0.217 | 11/9/2021 |
| 787570758 | Existing Customer | 35 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 3 | 3 | 4 | 2944.0 | 1596 | 1348.0 | 0.737 | 2070 | 44 | 0.467 | 0.542 | 11/6/2022 |
| 720371733 | Existing Customer | 58 | F | 0 | Graduate | Married | Less than $40K | Blue | 47 | 5 | 3 | 2 | 2232.0 | 786 | 1446.0 | 0.435 | 1395 | 39 | 0.345 | 0.352 | 11/13/2021 |
| 819117183 | Existing Customer | 34 | F | 3 | Unknown | Married | $40K - $60K | Blue | 29 | 3 | 2 | 4 | 1569.0 | 909 | 660.0 | 1.288 | 2169 | 48 | 1.182 | 0.579 | 9/7/2021 |
| 711776433 | Existing Customer | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 26 | 4 | 2 | 2 | 23622.0 | 1153 | 22469.0 | 0.666 | 2574 | 65 | 0.625 | 0.049 | 10/25/2020 |
| 709583133 | Existing Customer | 53 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 6 | 3 | 3 | 3326.0 | 1442 | 1884.0 | 0.711 | 1627 | 54 | 1.077 | 0.434 | 11/11/2019 |
| 719521983 | Existing Customer | 38 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 31 | 4 | 3 | 3 | 6116.0 | 1698 | 4418.0 | 0.937 | 1592 | 32 | 1.000 | 0.278 | 6/27/2020 |
| 718415133 | Existing Customer | 38 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 1 | 3 | 11352.0 | 0 | 11352.0 | 1.324 | 1601 | 34 | 1.125 | 0.000 | 2/28/2019 |
| 710594358 | Existing Customer | 28 | F | 0 | Unknown | Single | Less than $40K | Silver | 36 | 4 | 3 | 4 | 14910.0 | 873 | 14037.0 | 0.737 | 2560 | 72 | 0.674 | 0.059 | 11/2/2020 |
| 709730508 | Existing Customer | 39 | F | 0 | High School | Single | Unknown | Blue | 27 | 6 | 3 | 3 | 17531.0 | 0 | 17531.0 | 0.800 | 4563 | 61 | 0.743 | 0.000 | 6/15/2021 |
| 720462633 | Existing Customer | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 3 | 2 | 3 | 4138.0 | 643 | 3495.0 | 0.681 | 1827 | 49 | 0.581 | 0.155 | 9/2/2021 |
| 715005558 | Existing Customer | 36 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 8374.0 | 2147 | 6227.0 | 1.113 | 2472 | 65 | 1.167 | 0.256 | 7/26/2021 |
| 779993208 | Existing Customer | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 3 | 3 | 7049.0 | 0 | 7049.0 | 0.988 | 1475 | 27 | 1.700 | 0.000 | 2/23/2020 |
| 787543008 | Existing Customer | 37 | M | 1 | Graduate | Single | $40K - $60K | Blue | 27 | 5 | 3 | 4 | 3851.0 | 1695 | 2156.0 | 0.717 | 2349 | 61 | 0.968 | 0.440 | 9/20/2019 |
| 743265108 | Existing Customer | 37 | M | 4 | College | Single | $60K - $80K | Blue | 30 | 5 | 1 | 4 | 15936.0 | 827 | 15109.0 | 1.085 | 2477 | 49 | 1.042 | 0.052 | 6/19/2022 |
| 713770383 | Existing Customer | 29 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 19 | 5 | 4 | 4 | 2926.0 | 0 | 2926.0 | 0.840 | 2775 | 74 | 1.114 | 0.000 | 8/19/2022 |
| 712392108 | Existing Customer | 51 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 10305.0 | 691 | 9614.0 | 0.485 | 1451 | 25 | 0.667 | 0.067 | 2/5/2021 |
| 720145683 | Existing Customer | 54 | M | 1 | College | Married | $60K - $80K | Blue | 42 | 3 | 2 | 2 | 2987.0 | 2517 | 470.0 | 0.479 | 1617 | 35 | 0.750 | 0.843 | 7/30/2020 |
| 714832383 | Existing Customer | 35 | M | 0 | High School | Single | $80K - $120K | Gold | 29 | 6 | 2 | 3 | 34516.0 | 1965 | 32551.0 | 1.044 | 2949 | 70 | 1.000 | 0.057 | 8/28/2022 |
| 772706283 | Existing Customer | 38 | F | 2 | College | Married | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 6275.0 | 1579 | 4696.0 | 0.996 | 1585 | 43 | 0.720 | 0.252 | 4/5/2022 |
| 795920358 | Existing Customer | 33 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 3 | 2 | 3 | 7185.0 | 0 | 7185.0 | 1.504 | 2679 | 45 | 0.800 | 0.000 | 5/10/2022 |
| 716277558 | Existing Customer | 45 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 3281.0 | 1961 | 1320.0 | 0.744 | 1779 | 47 | 0.808 | 0.598 | 12/25/2021 |
| 764776833 | Existing Customer | 61 | M | 0 | Graduate | Married | $40K - $60K | Blue | 54 | 3 | 3 | 2 | 3077.0 | 1646 | 1431.0 | 0.456 | 1523 | 30 | 0.579 | 0.535 | 10/30/2021 |
| 710795883 | Existing Customer | 33 | F | 3 | Uneducated | Married | Less than $40K | Blue | 16 | 6 | 1 | 4 | 2042.0 | 1864 | 178.0 | 1.318 | 2758 | 50 | 0.852 | 0.913 | 6/8/2022 |
| 710428308 | Existing Customer | 55 | M | 4 | High School | Single | $60K - $80K | Blue | 51 | 4 | 1 | 4 | 2001.0 | 1553 | 448.0 | 0.482 | 1910 | 51 | 0.700 | 0.776 | 8/5/2020 |
| 721096983 | Existing Customer | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 3625.0 | 2517 | 1108.0 | 1.158 | 2616 | 46 | 1.300 | 0.694 | 5/24/2020 |
| 715760733 | Existing Customer | 58 | M | 4 | High School | Married | $40K - $60K | Blue | 47 | 6 | 3 | 4 | 7803.0 | 1885 | 5918.0 | 0.531 | 1199 | 25 | 0.316 | 0.242 | 2/11/2020 |
| 718227033 | Existing Customer | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 1 | 2 | 5951.0 | 1702 | 4249.0 | 1.264 | 2565 | 53 | 0.710 | 0.286 | 6/15/2022 |
| 720610008 | Attrited Customer | 59 | M | 1 | College | Married | $120K + | Blue | 50 | 1 | 5 | 4 | 15796.0 | 812 | 14984.0 | 0.719 | 1339 | 23 | 0.150 | 0.051 | 5/26/2022 |
| 719517258 | Existing Customer | 57 | M | 4 | Unknown | Single | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 7558.0 | 1364 | 6194.0 | 0.719 | 3676 | 67 | 0.558 | 0.180 | 1/7/2019 |
| 714111333 | Existing Customer | 55 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 6 | 1 | 3 | 5381.0 | 0 | 5381.0 | 0.746 | 1910 | 38 | 1.000 | 0.000 | 10/23/2021 |
| 717551358 | Existing Customer | 63 | M | 0 | Graduate | Married | $60K - $80K | Blue | 55 | 4 | 1 | 4 | 3556.0 | 2517 | 1039.0 | 0.983 | 2279 | 56 | 0.600 | 0.708 | 4/24/2019 |
| 813573333 | Existing Customer | 60 | M | 1 | High School | Married | Less than $40K | Blue | 55 | 5 | 1 | 4 | 2661.0 | 1466 | 1195.0 | 0.631 | 1354 | 25 | 0.316 | 0.551 | 1/9/2019 |
| 711709683 | Existing Customer | 53 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 3506.0 | 1405 | 2101.0 | 0.766 | 1999 | 48 | 0.655 | 0.401 | 2/12/2022 |
| 712902483 | Existing Customer | 35 | M | 3 | High School | Married | $60K - $80K | Blue | 24 | 3 | 2 | 2 | 2066.0 | 1699 | 367.0 | 0.624 | 1895 | 43 | 0.536 | 0.822 | 11/14/2022 |
| 710893533 | Existing Customer | 53 | M | 1 | Unknown | Married | $120K + | Blue | 42 | 4 | 1 | 4 | 8329.0 | 877 | 7452.0 | 0.432 | 1570 | 56 | 0.333 | 0.105 | 4/18/2020 |
| 719883858 | Existing Customer | 58 | M | 2 | Graduate | Married | Less than $40K | Blue | 48 | 4 | 1 | 0 | 2774.0 | 0 | 2774.0 | 0.721 | 1258 | 33 | 0.435 | 0.000 | 11/9/2019 |
| 719628033 | Existing Customer | 33 | F | 1 | Post-Graduate | Married | Unknown | Blue | 36 | 5 | 3 | 3 | 4134.0 | 1130 | 3004.0 | 1.222 | 2475 | 52 | 0.926 | 0.273 | 8/1/2020 |
| 712043433 | Existing Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 11329.0 | 1180 | 10149.0 | 0.648 | 1213 | 33 | 0.571 | 0.104 | 11/21/2022 |
| 769095558 | Existing Customer | 59 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 53 | 3 | 2 | 2 | 9055.0 | 1560 | 7495.0 | 0.696 | 1755 | 45 | 0.800 | 0.172 | 5/20/2022 |
| 816094233 | Existing Customer | 37 | M | 1 | High School | Married | $120K + | Blue | 32 | 6 | 2 | 2 | 17393.0 | 1409 | 15984.0 | 0.608 | 1692 | 38 | 0.652 | 0.081 | 2/13/2020 |
| 758417508 | Existing Customer | 50 | F | 4 | High School | Divorced | Less than $40K | Blue | 43 | 6 | 3 | 4 | 5908.0 | 0 | 5908.0 | 0.822 | 3313 | 72 | 0.756 | 0.000 | 1/18/2019 |
| 721234308 | Existing Customer | 35 | F | 2 | Uneducated | Married | Less than $40K | Blue | 21 | 6 | 2 | 3 | 5825.0 | 1815 | 4010.0 | 1.132 | 2820 | 62 | 0.879 | 0.312 | 2/25/2022 |
| 717138558 | Existing Customer | 28 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 16 | 5 | 1 | 3 | 3665.0 | 0 | 3665.0 | 0.737 | 1813 | 31 | 0.409 | 0.000 | 7/21/2020 |
| 798120858 | Existing Customer | 37 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 4 | 2 | 2 | 3797.0 | 1425 | 2372.0 | 1.505 | 2555 | 44 | 0.833 | 0.375 | 10/16/2019 |
| 709997958 | Existing Customer | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 28 | 4 | 3 | 4 | 3478.0 | 0 | 3478.0 | 0.650 | 2133 | 54 | 0.543 | 0.000 | 5/18/2020 |
| 712617408 | Existing Customer | 31 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 20 | 5 | 3 | 3 | 13734.0 | 0 | 13734.0 | 0.855 | 2566 | 74 | 0.762 | 0.000 | 11/18/2021 |
| 720158208 | Existing Customer | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 23 | 4 | 3 | 2 | 3034.0 | 2167 | 867.0 | 0.711 | 2058 | 49 | 0.485 | 0.714 | 10/1/2019 |
| 716548083 | Existing Customer | 39 | M | 4 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 1 | 4 | 2973.0 | 2360 | 613.0 | 1.257 | 2593 | 57 | 0.781 | 0.794 | 4/13/2022 |
| 717631008 | Existing Customer | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 1 | 2 | 24296.0 | 0 | 24296.0 | 0.781 | 1886 | 48 | 0.500 | 0.000 | 7/17/2020 |
| 813964383 | Existing Customer | 35 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 3 | 1 | 3 | 8969.0 | 1226 | 7743.0 | 0.840 | 2568 | 59 | 0.735 | 0.137 | 4/25/2019 |
| 719952408 | Existing Customer | 30 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2550.0 | 1623 | 927.0 | 0.650 | 1870 | 51 | 0.275 | 0.636 | 9/3/2020 |
| 771028533 | Attrited Customer | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Silver | 35 | 5 | 1 | 3 | 10357.0 | 0 | 10357.0 | 0.506 | 911 | 25 | 0.190 | 0.000 | 10/1/2021 |
| 771823308 | Existing Customer | 33 | F | 2 | Uneducated | Unknown | Less than $40K | Blue | 21 | 5 | 1 | 4 | 1475.0 | 986 | 489.0 | 0.896 | 1896 | 33 | 0.833 | 0.668 | 7/28/2020 |
| 719854008 | Existing Customer | 47 | M | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 3 | 6 | 2 | 5154.0 | 1407 | 3747.0 | 0.666 | 1694 | 32 | 0.778 | 0.273 | 6/20/2021 |
| 713998233 | Existing Customer | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 3586.0 | 1414 | 2172.0 | 0.745 | 2780 | 57 | 0.727 | 0.394 | 1/23/2022 |
| 714746358 | Existing Customer | 38 | M | 3 | Unknown | Married | $60K - $80K | Blue | 28 | 3 | 1 | 2 | 4646.0 | 1680 | 2966.0 | 1.238 | 2234 | 35 | 0.667 | 0.362 | 10/2/2019 |
| 713574708 | Existing Customer | 39 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1640.0 | 1177 | 463.0 | 0.695 | 3124 | 66 | 0.784 | 0.718 | 7/7/2019 |
| 714753258 | Existing Customer | 34 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 2379.0 | 1982 | 397.0 | 1.194 | 2966 | 50 | 1.381 | 0.833 | 3/26/2020 |
| 712004208 | Existing Customer | 65 | M | 0 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 3 | 2 | 3422.0 | 0 | 3422.0 | 0.929 | 1973 | 59 | 0.686 | 0.000 | 12/4/2021 |
| 719621958 | Existing Customer | 43 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 28 | 3 | 2 | 3 | 4365.0 | 0 | 4365.0 | 0.320 | 1720 | 40 | 0.379 | 0.000 | 12/15/2022 |
| 819610908 | Attrited Customer | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 33 | 1 | 4 | 4 | 32938.0 | 2089 | 30849.0 | 0.720 | 1137 | 26 | 0.238 | 0.063 | 5/3/2020 |
| 823948308 | Existing Customer | 48 | M | 4 | Post-Graduate | Unknown | $40K - $60K | Blue | 44 | 6 | 2 | 4 | 6710.0 | 1942 | 4768.0 | 0.777 | 1727 | 37 | 0.850 | 0.289 | 2/14/2021 |
| 712064358 | Existing Customer | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2507.0 | 1544 | 963.0 | 0.906 | 1999 | 34 | 0.789 | 0.616 | 3/16/2020 |
| 816013383 | Attrited Customer | 65 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 56 | 3 | 6 | 3 | 6184.0 | 0 | 6184.0 | 1.016 | 1712 | 27 | 0.286 | 0.000 | 8/19/2022 |
| 758765808 | Existing Customer | 36 | F | 2 | Unknown | Married | Less than $40K | Blue | 29 | 6 | 3 | 4 | 2029.0 | 1190 | 839.0 | 0.628 | 1802 | 40 | 0.481 | 0.586 | 8/9/2019 |
| 780881358 | Existing Customer | 35 | M | 3 | Graduate | Single | $40K - $60K | Silver | 17 | 6 | 3 | 2 | 16659.0 | 0 | 16659.0 | 1.012 | 2551 | 74 | 0.609 | 0.000 | 7/29/2020 |
| 709422183 | Existing Customer | 58 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 4 | 2 | 2 | 2203.0 | 1394 | 809.0 | 0.570 | 1788 | 45 | 0.364 | 0.633 | 8/3/2021 |
| 779951058 | Existing Customer | 54 | F | 3 | High School | Married | Unknown | Blue | 38 | 4 | 2 | 4 | 5122.0 | 1642 | 3480.0 | 0.935 | 1908 | 39 | 0.696 | 0.321 | 12/20/2021 |
| 809941233 | Existing Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 48 | 4 | 1 | 3 | 3074.0 | 2390 | 684.0 | 0.421 | 1377 | 38 | 0.583 | 0.777 | 11/6/2022 |
| 710844408 | Existing Customer | 38 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 2584.0 | 0 | 2584.0 | 0.593 | 1843 | 28 | 0.647 | 0.000 | 11/24/2022 |
| 819002508 | Existing Customer | 31 | M | 1 | Unknown | Single | $40K - $60K | Blue | 26 | 4 | 1 | 2 | 2037.0 | 0 | 2037.0 | 0.880 | 2563 | 64 | 0.641 | 0.000 | 3/6/2020 |
| 807141183 | Existing Customer | 34 | M | 1 | Graduate | Married | $120K + | Blue | 29 | 4 | 3 | 2 | 14938.0 | 1412 | 13526.0 | 0.677 | 1930 | 36 | 0.636 | 0.095 | 10/7/2019 |
| 711119358 | Existing Customer | 38 | M | 3 | Unknown | Married | $60K - $80K | Blue | 31 | 6 | 1 | 2 | 2014.0 | 896 | 1118.0 | 1.055 | 2460 | 52 | 0.857 | 0.445 | 12/27/2019 |
| 808273533 | Attrited Customer | 39 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 3 | 4 | 3 | 1818.0 | 0 | 1818.0 | 0.651 | 2054 | 55 | 0.774 | 0.000 | 5/13/2020 |
| 716297658 | Existing Customer | 37 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 14926.0 | 0 | 14926.0 | 0.635 | 2405 | 55 | 0.667 | 0.000 | 9/30/2019 |
| 716532258 | Existing Customer | 51 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2827.0 | 1308 | 1519.0 | 0.790 | 3291 | 55 | 0.618 | 0.463 | 6/25/2019 |
| 720540708 | Existing Customer | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 42 | 3 | 2 | 4 | 2773.0 | 1507 | 1266.0 | 1.060 | 1197 | 25 | 1.083 | 0.543 | 11/4/2021 |
| 720904233 | Existing Customer | 53 | M | 0 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 16033.0 | 560 | 15473.0 | 0.963 | 1158 | 31 | 1.067 | 0.035 | 9/11/2019 |
| 720863133 | Existing Customer | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 54 | 5 | 3 | 4 | 3213.0 | 2517 | 696.0 | 0.507 | 1855 | 39 | 0.773 | 0.783 | 11/12/2019 |
| 714957108 | Existing Customer | 33 | F | 3 | High School | Divorced | Less than $40K | Blue | 26 | 5 | 1 | 3 | 3616.0 | 0 | 3616.0 | 0.912 | 3133 | 72 | 1.000 | 0.000 | 6/12/2019 |
| 790102008 | Existing Customer | 37 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 30 | 6 | 1 | 3 | 5924.0 | 1023 | 4901.0 | 0.765 | 3305 | 80 | 0.778 | 0.173 | 1/1/2021 |
| 781933983 | Existing Customer | 47 | M | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 3 | 4 | 14535.0 | 0 | 14535.0 | 0.711 | 2970 | 76 | 0.689 | 0.000 | 11/2/2020 |
| 712643358 | Existing Customer | 59 | F | 0 | High School | Married | Less than $40K | Blue | 49 | 6 | 2 | 4 | 2833.0 | 1609 | 1224.0 | 0.780 | 1335 | 23 | 1.300 | 0.568 | 1/7/2021 |
| 716686158 | Existing Customer | 59 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 49 | 5 | 2 | 3 | 1479.0 | 601 | 878.0 | 0.607 | 1621 | 32 | 0.600 | 0.406 | 9/28/2019 |
| 806894133 | Existing Customer | 34 | F | 3 | Post-Graduate | Single | Unknown | Blue | 29 | 3 | 1 | 4 | 1617.0 | 1347 | 270.0 | 0.730 | 2546 | 55 | 0.719 | 0.833 | 11/3/2020 |
| 721344858 | Existing Customer | 26 | M | 0 | Uneducated | Single | Less than $40K | Blue | 13 | 4 | 4 | 4 | 2237.0 | 451 | 1786.0 | 0.837 | 2192 | 36 | 0.440 | 0.202 | 12/27/2019 |
| 813230208 | Existing Customer | 45 | M | 4 | College | Single | $120K + | Blue | 40 | 3 | 3 | 3 | 2900.0 | 1782 | 1118.0 | 1.351 | 4686 | 64 | 0.561 | 0.614 | 1/13/2022 |
| 716835033 | Existing Customer | 54 | F | 2 | Graduate | Married | Unknown | Blue | 45 | 4 | 3 | 2 | 13126.0 | 2086 | 11040.0 | 0.659 | 1836 | 37 | 0.762 | 0.159 | 5/1/2020 |
| 787500333 | Existing Customer | 52 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 6 | 1 | 3 | 8695.0 | 1407 | 7288.0 | 0.634 | 2030 | 58 | 0.706 | 0.162 | 9/29/2020 |
| 768582033 | Existing Customer | 47 | M | 3 | High School | Married | $40K - $60K | Blue | 41 | 6 | 3 | 4 | 6692.0 | 1897 | 4795.0 | 1.035 | 3902 | 76 | 0.689 | 0.283 | 9/25/2022 |
| 713992158 | Existing Customer | 57 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2159.0 | 1004 | 1155.0 | 0.603 | 1353 | 30 | 0.111 | 0.465 | 6/3/2021 |
| 719916408 | Existing Customer | 34 | M | 5 | Graduate | Married | $60K - $80K | Blue | 27 | 5 | 2 | 2 | 2501.0 | 1909 | 592.0 | 0.956 | 1850 | 34 | 1.125 | 0.763 | 11/7/2021 |
| 789433758 | Existing Customer | 36 | M | 0 | College | Married | $80K - $120K | Blue | 27 | 3 | 3 | 2 | 6338.0 | 2379 | 3959.0 | 0.624 | 1715 | 39 | 0.500 | 0.375 | 10/9/2019 |
| 785011383 | Attrited Customer | 36 | F | 0 | Uneducated | Divorced | $40K - $60K | Blue | 30 | 1 | 3 | 4 | 2190.0 | 0 | 2190.0 | 0.908 | 1412 | 38 | 0.583 | 0.000 | 1/7/2020 |
| 719283633 | Existing Customer | 57 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 4 | 2 | 3 | 7578.0 | 1628 | 5950.0 | 0.721 | 1325 | 29 | 1.231 | 0.215 | 4/1/2019 |
| 710816358 | Existing Customer | 29 | M | 1 | Post-Graduate | Married | Less than $40K | Blue | 18 | 4 | 3 | 2 | 2963.0 | 1466 | 1497.0 | 1.378 | 2523 | 48 | 0.846 | 0.495 | 6/28/2019 |
| 779653458 | Existing Customer | 37 | M | 3 | Graduate | Married | $80K - $120K | Blue | 20 | 3 | 3 | 3 | 8260.0 | 2077 | 6183.0 | 1.167 | 2323 | 47 | 0.621 | 0.251 | 3/24/2020 |
| 716382708 | Attrited Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 4 | 3 | 8309.0 | 858 | 7451.0 | 0.888 | 1165 | 35 | 0.400 | 0.103 | 9/18/2022 |
| 710387583 | Existing Customer | 55 | M | 0 | High School | Married | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 3864.0 | 1901 | 1963.0 | 0.289 | 1018 | 32 | 0.391 | 0.492 | 5/13/2022 |
| 718772133 | Existing Customer | 56 | M | 3 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 3 | 3 | 10230.0 | 1082 | 9148.0 | 0.658 | 1484 | 34 | 0.545 | 0.106 | 2/5/2022 |
| 711224733 | Attrited Customer | 32 | M | 0 | High School | Married | $120K + | Blue | 27 | 3 | 3 | 4 | 22382.0 | 0 | 22382.0 | 0.418 | 695 | 10 | 0.250 | 0.000 | 5/21/2019 |
| 718360083 | Existing Customer | 39 | M | 4 | Uneducated | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 25790.0 | 1798 | 23992.0 | 0.973 | 2443 | 70 | 0.556 | 0.070 | 5/27/2022 |
| 716102583 | Existing Customer | 63 | F | 1 | Graduate | Married | Less than $40K | Blue | 53 | 6 | 1 | 3 | 2675.0 | 2517 | 158.0 | 0.957 | 1959 | 56 | 1.000 | 0.941 | 1/29/2019 |
| 720673008 | Existing Customer | 49 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 4 | 1652.0 | 812 | 840.0 | 0.548 | 1771 | 47 | 0.516 | 0.492 | 12/17/2021 |
| 708459633 | Existing Customer | 38 | M | 2 | High School | Married | $60K - $80K | Blue | 26 | 4 | 1 | 3 | 5815.0 | 1698 | 4117.0 | 0.896 | 1604 | 42 | 0.448 | 0.292 | 9/29/2022 |
| 712868733 | Existing Customer | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 52 | 5 | 1 | 2 | 2595.0 | 2189 | 406.0 | 0.276 | 1562 | 27 | 0.174 | 0.844 | 7/1/2019 |
| 713790708 | Existing Customer | 38 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 3421.0 | 2308 | 1113.0 | 2.037 | 2269 | 39 | 1.053 | 0.675 | 4/9/2020 |
| 717648783 | Existing Customer | 63 | M | 2 | High School | Married | $80K - $120K | Blue | 51 | 4 | 2 | 3 | 6922.0 | 1704 | 5218.0 | 0.278 | 1449 | 28 | 0.217 | 0.246 | 10/2/2022 |
| 714709983 | Existing Customer | 43 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 6979.0 | 898 | 6081.0 | 0.565 | 1665 | 44 | 0.375 | 0.129 | 6/6/2021 |
| 819409608 | Existing Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 3 | 4 | 2594.0 | 0 | 2594.0 | 0.526 | 1457 | 43 | 0.387 | 0.000 | 2/23/2019 |
| 717585858 | Existing Customer | 35 | F | 4 | High School | Single | Unknown | Blue | 24 | 5 | 2 | 4 | 16915.0 | 1679 | 15236.0 | 0.834 | 2795 | 55 | 0.833 | 0.099 | 6/2/2019 |
| 791856033 | Attrited Customer | 45 | M | 2 | College | Divorced | $80K - $120K | Blue | 39 | 3 | 4 | 4 | 34516.0 | 0 | 34516.0 | 1.014 | 1041 | 27 | 0.350 | 0.000 | 2/20/2019 |
| 714474483 | Existing Customer | 35 | F | 1 | Graduate | Married | $40K - $60K | Blue | 29 | 4 | 2 | 2 | 2523.0 | 1877 | 646.0 | 1.631 | 2005 | 50 | 1.174 | 0.744 | 5/11/2020 |
| 716448783 | Attrited Customer | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 2 | 4 | 3 | 6235.0 | 0 | 6235.0 | 0.848 | 1225 | 34 | 0.478 | 0.000 | 12/19/2021 |
| 711065133 | Existing Customer | 26 | M | 1 | High School | Single | $40K - $60K | Blue | 13 | 6 | 2 | 4 | 1473.0 | 0 | 1473.0 | 0.813 | 2099 | 39 | 0.857 | 0.000 | 7/6/2022 |
| 713769258 | Existing Customer | 36 | M | 3 | College | Married | $120K + | Blue | 26 | 3 | 2 | 3 | 17116.0 | 939 | 16177.0 | 1.575 | 2547 | 45 | 0.731 | 0.055 | 4/27/2020 |
| 712288158 | Existing Customer | 37 | M | 2 | College | Married | $80K - $120K | Blue | 17 | 5 | 3 | 2 | 4631.0 | 1991 | 2640.0 | 1.669 | 2864 | 37 | 0.947 | 0.430 | 8/20/2019 |
| 714130233 | Existing Customer | 39 | M | 2 | Unknown | Married | $60K - $80K | Blue | 19 | 3 | 3 | 2 | 3047.0 | 2150 | 897.0 | 0.882 | 1602 | 37 | 1.312 | 0.706 | 1/20/2022 |
| 789127533 | Existing Customer | 49 | M | 4 | High School | Divorced | $80K - $120K | Blue | 37 | 5 | 2 | 2 | 32338.0 | 1664 | 30674.0 | 0.919 | 3013 | 83 | 0.766 | 0.051 | 6/8/2022 |
| 717038733 | Existing Customer | 56 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 2253.0 | 1375 | 878.0 | 0.388 | 1324 | 38 | 0.310 | 0.610 | 4/4/2019 |
| 804840033 | Existing Customer | 45 | M | 2 | College | Married | $60K - $80K | Blue | 38 | 4 | 6 | 4 | 16611.0 | 0 | 16611.0 | 0.954 | 1960 | 48 | 0.600 | 0.000 | 12/21/2020 |
| 709363383 | Existing Customer | 34 | M | 2 | High School | Single | Unknown | Blue | 36 | 3 | 4 | 2 | 22886.0 | 836 | 22050.0 | 0.889 | 2652 | 61 | 0.743 | 0.037 | 5/3/2022 |
| 789760233 | Existing Customer | 29 | M | 0 | Unknown | Divorced | $80K - $120K | Blue | 14 | 6 | 3 | 3 | 3544.0 | 0 | 3544.0 | 0.718 | 2435 | 63 | 1.032 | 0.000 | 1/20/2022 |
| 712058958 | Existing Customer | 28 | M | 0 | High School | Single | Less than $40K | Blue | 19 | 3 | 3 | 4 | 3480.0 | 0 | 3480.0 | 0.731 | 2744 | 75 | 0.829 | 0.000 | 4/4/2019 |
| 708295533 | Existing Customer | 65 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 56 | 5 | 3 | 2 | 3549.0 | 1880 | 1669.0 | 0.624 | 1215 | 22 | 0.571 | 0.530 | 10/1/2019 |
| 817686633 | Existing Customer | 26 | F | 1 | College | Single | Less than $40K | Blue | 15 | 5 | 2 | 4 | 1438.3 | 737 | 701.3 | 0.806 | 2856 | 39 | 0.500 | 0.512 | 3/7/2022 |
| 713738883 | Existing Customer | 57 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3136.0 | 1422 | 1714.0 | 0.591 | 1260 | 34 | 0.889 | 0.453 | 5/18/2020 |
| 721310283 | Existing Customer | 47 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 34516.0 | 933 | 33583.0 | 0.946 | 1804 | 32 | 0.600 | 0.027 | 11/11/2021 |
| 803132733 | Existing Customer | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 4 | 3 | 2 | 6814.0 | 1570 | 5244.0 | 0.653 | 1339 | 30 | 0.364 | 0.230 | 12/5/2020 |
| 779852133 | Existing Customer | 48 | M | 2 | Unknown | Married | $120K + | Silver | 32 | 3 | 2 | 4 | 34516.0 | 2098 | 32418.0 | 0.741 | 3093 | 66 | 0.784 | 0.061 | 12/15/2022 |
| 716210283 | Existing Customer | 36 | F | 1 | High School | Married | Unknown | Blue | 36 | 6 | 3 | 4 | 8500.0 | 2517 | 5983.0 | 0.445 | 1618 | 37 | 1.312 | 0.296 | 5/14/2021 |
| 711615933 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 28170.0 | 1859 | 26311.0 | 0.568 | 1013 | 28 | 0.750 | 0.066 | 8/28/2019 |
| 785311158 | Existing Customer | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 1 | 4 | 6610.0 | 928 | 5682.0 | 0.894 | 3328 | 69 | 0.683 | 0.140 | 1/14/2022 |
| 717267108 | Existing Customer | 37 | M | 1 | College | Single | $60K - $80K | Blue | 26 | 6 | 3 | 2 | 15755.0 | 1410 | 14345.0 | 0.839 | 2061 | 61 | 0.649 | 0.089 | 4/11/2019 |
| 711636558 | Existing Customer | 33 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 2711.0 | 2073 | 638.0 | 0.711 | 1567 | 42 | 0.750 | 0.765 | 11/13/2020 |
| 717504258 | Existing Customer | 38 | M | 2 | College | Married | $40K - $60K | Blue | 25 | 4 | 1 | 4 | 3735.0 | 1199 | 2536.0 | 0.886 | 1573 | 35 | 0.750 | 0.321 | 6/7/2020 |
| 718242333 | Existing Customer | 36 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 10216.0 | 1822 | 8394.0 | 0.778 | 2568 | 69 | 0.683 | 0.178 | 9/23/2021 |
| 771844458 | Existing Customer | 40 | F | 3 | Graduate | Married | Unknown | Blue | 28 | 6 | 1 | 2 | 20420.0 | 1657 | 18763.0 | 1.038 | 1804 | 41 | 0.864 | 0.081 | 3/7/2021 |
| 708892833 | Attrited Customer | 37 | M | 2 | Graduate | Married | $120K + | Blue | 30 | 2 | 4 | 4 | 13662.0 | 0 | 13662.0 | 0.153 | 725 | 22 | 0.000 | 0.000 | 3/10/2022 |
| 779465358 | Existing Customer | 26 | F | 0 | High School | Single | Unknown | Blue | 13 | 4 | 3 | 3 | 3038.0 | 1460 | 1578.0 | 0.980 | 2243 | 38 | 0.462 | 0.481 | 1/28/2019 |
| 720191883 | Existing Customer | 45 | M | 3 | High School | Single | $60K - $80K | Blue | 35 | 5 | 3 | 3 | 7050.0 | 659 | 6391.0 | 0.520 | 1236 | 36 | 1.000 | 0.093 | 10/1/2020 |
| 710934033 | Existing Customer | 26 | M | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 1 | 4 | 1775.0 | 1162 | 613.0 | 0.930 | 2169 | 43 | 0.536 | 0.655 | 4/20/2021 |
| 714473658 | Existing Customer | 42 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 2 | 2 | 8960.0 | 1054 | 7906.0 | 0.414 | 1488 | 26 | 0.368 | 0.118 | 8/22/2021 |
| 716569983 | Existing Customer | 33 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 2355.0 | 1773 | 582.0 | 0.774 | 1765 | 27 | 0.929 | 0.753 | 8/29/2021 |
| 789833583 | Existing Customer | 57 | F | 4 | High School | Married | $40K - $60K | Blue | 47 | 5 | 2 | 4 | 6803.0 | 1332 | 5471.0 | 0.809 | 1476 | 30 | 0.579 | 0.196 | 3/27/2019 |
| 818923158 | Existing Customer | 55 | M | 2 | Graduate | Married | $60K - $80K | Blue | 50 | 5 | 2 | 4 | 2145.0 | 1207 | 938.0 | 0.521 | 1275 | 31 | 0.476 | 0.563 | 2/14/2022 |
| 716596308 | Existing Customer | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 3919.0 | 1640 | 2279.0 | 0.800 | 1872 | 51 | 0.500 | 0.418 | 1/8/2022 |
| 716620458 | Existing Customer | 32 | M | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 3 | 4500.0 | 0 | 4500.0 | 0.626 | 2439 | 63 | 0.703 | 0.000 | 9/25/2019 |
| 710251608 | Existing Customer | 62 | F | 1 | High School | Married | Less than $40K | Blue | 54 | 3 | 3 | 4 | 2941.0 | 1173 | 1768.0 | 0.436 | 1453 | 27 | 0.350 | 0.399 | 3/11/2020 |
| 710633808 | Existing Customer | 26 | M | 0 | Graduate | Single | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 7102.0 | 0 | 7102.0 | 0.537 | 2411 | 41 | 0.281 | 0.000 | 3/25/2021 |
| 719318583 | Attrited Customer | 37 | M | 3 | High School | Married | Less than $40K | Blue | 26 | 3 | 3 | 4 | 6866.0 | 2389 | 4477.0 | 0.395 | 862 | 13 | 0.182 | 0.348 | 8/31/2021 |
| 819202533 | Existing Customer | 57 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 52 | 3 | 2 | 3 | 10378.0 | 1540 | 8838.0 | 0.547 | 1306 | 32 | 0.280 | 0.148 | 1/25/2022 |
| 827360883 | Existing Customer | 47 | F | 3 | High School | Married | Unknown | Blue | 43 | 4 | 3 | 2 | 13473.0 | 1335 | 12138.0 | 0.814 | 1593 | 46 | 0.484 | 0.099 | 4/18/2019 |
| 771196083 | Existing Customer | 47 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 18178.0 | 0 | 18178.0 | 0.922 | 1837 | 37 | 0.682 | 0.000 | 6/19/2019 |
| 809962908 | Existing Customer | 48 | F | 2 | Graduate | Single | Unknown | Blue | 43 | 5 | 3 | 4 | 8171.0 | 852 | 7319.0 | 0.639 | 1909 | 52 | 0.733 | 0.104 | 5/17/2022 |
| 788965683 | Existing Customer | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.782 | 2170 | 41 | 0.464 | 0.000 | 6/25/2022 |
| 817142433 | Existing Customer | 35 | M | 3 | Graduate | Married | $80K - $120K | Blue | 20 | 5 | 3 | 4 | 8082.0 | 2307 | 5775.0 | 0.637 | 1725 | 29 | 1.071 | 0.285 | 8/12/2019 |
| 716993058 | Existing Customer | 57 | M | 3 | Unknown | Divorced | $60K - $80K | Blue | 48 | 5 | 2 | 3 | 24589.0 | 1640 | 22949.0 | 0.400 | 4291 | 78 | 0.625 | 0.067 | 4/12/2019 |
| 771040758 | Existing Customer | 62 | F | 0 | Graduate | Single | Unknown | Silver | 49 | 5 | 1 | 2 | 30310.0 | 0 | 30310.0 | 0.777 | 3703 | 91 | 0.492 | 0.000 | 6/9/2022 |
| 713309583 | Existing Customer | 55 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2967.0 | 2129 | 838.0 | 1.075 | 2177 | 59 | 0.788 | 0.718 | 7/3/2022 |
| 710273658 | Existing Customer | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 17 | 5 | 2 | 3 | 3092.0 | 1825 | 1267.0 | 1.460 | 2883 | 61 | 0.488 | 0.590 | 6/11/2021 |
| 771429408 | Existing Customer | 54 | M | 1 | High School | Married | $80K - $120K | Blue | 42 | 5 | 3 | 2 | 1618.0 | 668 | 950.0 | 0.552 | 1515 | 31 | 0.476 | 0.413 | 1/24/2022 |
| 719452308 | Existing Customer | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 2 | 3 | 2498.0 | 1632 | 866.0 | 0.712 | 2048 | 35 | 1.188 | 0.653 | 3/5/2020 |
| 818908833 | Existing Customer | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 2 | 2564.0 | 0 | 2564.0 | 1.026 | 2038 | 45 | 0.364 | 0.000 | 9/17/2020 |
| 780998133 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 34 | 3 | 4 | 4 | 10540.0 | 1489 | 9051.0 | 1.029 | 1980 | 45 | 0.607 | 0.141 | 8/24/2020 |
| 801726933 | Existing Customer | 34 | M | 2 | Graduate | Married | $120K + | Blue | 28 | 4 | 3 | 3 | 13384.0 | 1853 | 11531.0 | 0.807 | 1899 | 33 | 0.833 | 0.138 | 1/1/2019 |
| 788474658 | Existing Customer | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 48 | 5 | 2 | 4 | 16208.0 | 1278 | 14930.0 | 0.543 | 1842 | 56 | 0.436 | 0.079 | 11/3/2019 |
| 708438033 | Existing Customer | 36 | F | 2 | Unknown | Married | Less than $40K | Blue | 27 | 3 | 3 | 4 | 3049.0 | 2198 | 851.0 | 1.546 | 2617 | 48 | 1.000 | 0.721 | 2/27/2022 |
| 710562258 | Existing Customer | 44 | M | 1 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 4 | 3 | 19214.0 | 0 | 19214.0 | 0.998 | 3407 | 47 | 1.136 | 0.000 | 9/11/2022 |
| 770764908 | Existing Customer | 39 | M | 2 | Unknown | Married | $60K - $80K | Blue | 25 | 5 | 2 | 3 | 3071.0 | 2517 | 554.0 | 0.583 | 1765 | 36 | 0.565 | 0.820 | 2/18/2022 |
| 814776033 | Existing Customer | 34 | M | 2 | Graduate | Single | $80K - $120K | Blue | 29 | 3 | 1 | 3 | 13395.0 | 1678 | 11717.0 | 1.006 | 2650 | 69 | 0.865 | 0.125 | 5/24/2022 |
| 715057383 | Existing Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 4 | 17126.0 | 1201 | 15925.0 | 0.802 | 3891 | 79 | 0.881 | 0.070 | 1/23/2020 |
| 717970158 | Existing Customer | 42 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 8083.0 | 0 | 8083.0 | 1.076 | 3942 | 84 | 0.750 | 0.000 | 3/7/2022 |
| 715168008 | Existing Customer | 36 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 28 | 4 | 2 | 3 | 8995.0 | 1547 | 7448.0 | 0.923 | 2398 | 61 | 0.794 | 0.172 | 12/30/2022 |
| 720802833 | Existing Customer | 26 | F | 1 | High School | Single | Less than $40K | Blue | 13 | 3 | 2 | 3 | 2404.0 | 1198 | 1206.0 | 0.501 | 2692 | 63 | 0.500 | 0.498 | 9/26/2020 |
| 789370383 | Existing Customer | 42 | M | 1 | High School | Married | $40K - $60K | Blue | 32 | 4 | 2 | 2 | 2807.0 | 1845 | 962.0 | 1.027 | 1346 | 26 | 1.000 | 0.657 | 10/21/2022 |
| 711782733 | Existing Customer | 55 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 3097.0 | 827 | 2270.0 | 0.511 | 1390 | 24 | 0.263 | 0.267 | 3/16/2021 |
| 709000008 | Existing Customer | 45 | M | 3 | Unknown | Single | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 10651.0 | 672 | 9979.0 | 0.767 | 2073 | 54 | 0.543 | 0.063 | 6/12/2021 |
| 719381733 | Existing Customer | 61 | M | 2 | High School | Single | $60K - $80K | Blue | 47 | 5 | 2 | 3 | 2175.0 | 1404 | 771.0 | 0.633 | 3994 | 64 | 0.778 | 0.646 | 10/16/2022 |
| 771169458 | Existing Customer | 41 | M | 4 | College | Married | $120K + | Blue | 28 | 5 | 3 | 0 | 28020.0 | 1470 | 26550.0 | 1.226 | 1723 | 36 | 1.250 | 0.052 | 7/17/2021 |
| 709974108 | Existing Customer | 35 | F | 1 | Graduate | Single | Less than $40K | Blue | 23 | 4 | 3 | 3 | 2640.0 | 1051 | 1589.0 | 0.833 | 3116 | 80 | 0.600 | 0.398 | 3/19/2021 |
| 757024233 | Existing Customer | 34 | M | 2 | Graduate | Single | $120K + | Blue | 27 | 3 | 1 | 4 | 31313.0 | 2152 | 29161.0 | 0.679 | 2555 | 62 | 0.676 | 0.069 | 5/19/2021 |
| 768928833 | Existing Customer | 37 | M | 2 | High School | Married | $80K - $120K | Blue | 31 | 3 | 2 | 4 | 7304.0 | 0 | 7304.0 | 1.144 | 2717 | 63 | 0.703 | 0.000 | 6/21/2020 |
| 720504633 | Attrited Customer | 46 | M | 2 | Uneducated | Unknown | $60K - $80K | Blue | 32 | 6 | 2 | 3 | 3254.0 | 0 | 3254.0 | 0.733 | 967 | 24 | 1.182 | 0.000 | 6/3/2022 |
| 812441358 | Existing Customer | 26 | M | 1 | College | Divorced | $40K - $60K | Blue | 21 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.745 | 2660 | 89 | 0.712 | 0.000 | 3/10/2019 |
| 713287608 | Existing Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 41 | 5 | 4 | 4 | 3161.0 | 1220 | 1941.0 | 0.820 | 2412 | 62 | 0.824 | 0.386 | 8/19/2019 |
| 711357858 | Attrited Customer | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 7246.0 | 0 | 7246.0 | 0.612 | 777 | 13 | 0.625 | 0.000 | 9/25/2020 |
| 715478733 | Existing Customer | 56 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 4 | 4 | 3088.0 | 2517 | 571.0 | 0.848 | 2292 | 54 | 0.862 | 0.815 | 1/21/2021 |
| 780382008 | Existing Customer | 42 | F | 4 | Unknown | Single | Less than $40K | Silver | 32 | 6 | 3 | 2 | 13719.0 | 1384 | 12335.0 | 1.201 | 3774 | 63 | 0.658 | 0.101 | 9/24/2020 |
| 715749858 | Existing Customer | 30 | M | 1 | Unknown | Married | $40K - $60K | Blue | 18 | 5 | 1 | 3 | 4726.0 | 1380 | 3346.0 | 0.622 | 1723 | 31 | 0.550 | 0.292 | 2/19/2022 |
| 710951808 | Existing Customer | 32 | M | 1 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 6100.0 | 1520 | 4580.0 | 0.853 | 1668 | 32 | 0.882 | 0.249 | 6/7/2021 |
| 713469333 | Existing Customer | 40 | M | 2 | High School | Single | $80K - $120K | Blue | 28 | 6 | 2 | 4 | 19279.0 | 1427 | 17852.0 | 0.892 | 1777 | 56 | 0.647 | 0.074 | 12/7/2020 |
| 719243808 | Existing Customer | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 2 | 4 | 3792.0 | 1625 | 2167.0 | 0.618 | 1888 | 39 | 0.625 | 0.429 | 6/11/2021 |
| 772202058 | Existing Customer | 64 | M | 0 | Graduate | Married | Less than $40K | Blue | 53 | 3 | 3 | 4 | 2084.0 | 1647 | 437.0 | 0.664 | 1597 | 37 | 0.542 | 0.790 | 10/5/2020 |
| 711346383 | Existing Customer | 33 | M | 1 | High School | Single | $80K - $120K | Blue | 28 | 4 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.636 | 2804 | 70 | 0.842 | 0.000 | 2/5/2022 |
| 711405333 | Existing Customer | 52 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 5 | 2 | 2 | 6849.0 | 2126 | 4723.0 | 0.611 | 1651 | 43 | 0.344 | 0.310 | 8/17/2022 |
| 778407033 | Existing Customer | 59 | F | 0 | Uneducated | Married | Less than $40K | Blue | 39 | 6 | 3 | 4 | 2417.0 | 1932 | 485.0 | 1.044 | 2367 | 50 | 0.786 | 0.799 | 12/7/2019 |
| 714862083 | Existing Customer | 41 | F | 4 | Uneducated | Single | Unknown | Blue | 33 | 6 | 4 | 3 | 5802.0 | 2490 | 3312.0 | 0.849 | 3386 | 53 | 1.038 | 0.429 | 11/28/2020 |
| 711199008 | Existing Customer | 38 | M | 2 | Unknown | Married | $40K - $60K | Blue | 31 | 3 | 2 | 2 | 2919.0 | 2192 | 727.0 | 1.073 | 2399 | 57 | 0.966 | 0.751 | 6/6/2019 |
| 709858533 | Existing Customer | 29 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 20 | 4 | 1 | 2 | 2462.0 | 2021 | 441.0 | 0.966 | 2320 | 57 | 0.676 | 0.821 | 9/10/2022 |
| 718627458 | Existing Customer | 43 | F | 3 | Doctorate | Married | Unknown | Blue | 38 | 3 | 4 | 2 | 1947.0 | 0 | 1947.0 | 0.838 | 2119 | 52 | 1.000 | 0.000 | 2/2/2022 |
| 711816108 | Attrited Customer | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 4 | 18563.0 | 0 | 18563.0 | 0.729 | 2395 | 45 | 0.552 | 0.000 | 2/1/2019 |
| 717105258 | Existing Customer | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3992.0 | 1289 | 2703.0 | 1.008 | 2181 | 32 | 0.600 | 0.323 | 7/2/2021 |
| 715822008 | Existing Customer | 32 | M | 1 | High School | Married | Less than $40K | Blue | 14 | 4 | 2 | 2 | 3568.0 | 2175 | 1393.0 | 1.368 | 1913 | 35 | 0.667 | 0.610 | 6/18/2020 |
| 714971583 | Existing Customer | 36 | M | 2 | Graduate | Single | $60K - $80K | Blue | 27 | 3 | 3 | 2 | 7776.0 | 831 | 6945.0 | 1.007 | 3063 | 87 | 0.891 | 0.107 | 7/30/2020 |
| 713663508 | Attrited Customer | 58 | M | 0 | High School | Unknown | $40K - $60K | Blue | 42 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.835 | 1088 | 22 | 1.444 | 0.000 | 11/17/2020 |
| 709025583 | Existing Customer | 53 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 9355.0 | 715 | 8640.0 | 0.422 | 1138 | 38 | 0.727 | 0.076 | 8/14/2020 |
| 812809083 | Existing Customer | 37 | F | 3 | Unknown | Single | Unknown | Blue | 32 | 3 | 4 | 4 | 19636.0 | 1566 | 18070.0 | 0.649 | 2595 | 58 | 0.611 | 0.080 | 6/27/2020 |
| 714073983 | Existing Customer | 47 | M | 2 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 7327.0 | 0 | 7327.0 | 0.857 | 1788 | 46 | 0.586 | 0.000 | 7/5/2021 |
| 789297558 | Existing Customer | 36 | M | 1 | Uneducated | Single | $120K + | Blue | 25 | 6 | 3 | 2 | 7049.0 | 1932 | 5117.0 | 0.804 | 2602 | 51 | 0.545 | 0.274 | 12/24/2021 |
| 710375283 | Existing Customer | 26 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 18 | 4 | 3 | 2 | 2033.0 | 1471 | 562.0 | 0.672 | 2236 | 55 | 0.410 | 0.724 | 9/23/2020 |
| 712189233 | Existing Customer | 38 | F | 1 | Graduate | Married | $40K - $60K | Blue | 20 | 5 | 1 | 3 | 5153.0 | 2517 | 2636.0 | 1.488 | 3095 | 63 | 0.969 | 0.488 | 11/29/2019 |
| 713767383 | Existing Customer | 32 | F | 0 | High School | Married | $40K - $60K | Blue | 22 | 4 | 2 | 2 | 2062.0 | 1665 | 397.0 | 1.276 | 2397 | 41 | 0.640 | 0.807 | 7/15/2021 |
| 797414733 | Existing Customer | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2005.0 | 1517 | 488.0 | 0.729 | 2439 | 61 | 0.848 | 0.757 | 12/1/2020 |
| 712452033 | Existing Customer | 26 | M | 1 | Unknown | Single | Less than $40K | Blue | 13 | 6 | 2 | 3 | 2479.0 | 828 | 1651.0 | 0.440 | 2225 | 44 | 0.294 | 0.334 | 10/9/2020 |
| 714151533 | Existing Customer | 55 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 4 | 4 | 4589.0 | 1622 | 2967.0 | 0.425 | 1569 | 33 | 0.269 | 0.353 | 5/19/2019 |
| 720440583 | Existing Customer | 35 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 2263.0 | 1188 | 1075.0 | 0.840 | 1927 | 47 | 0.382 | 0.525 | 6/13/2020 |
| 787494783 | Existing Customer | 58 | M | 3 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 8184.0 | 1205 | 6979.0 | 0.965 | 2140 | 49 | 0.690 | 0.147 | 5/8/2021 |
| 819966033 | Existing Customer | 32 | M | 0 | Graduate | Single | Unknown | Blue | 27 | 6 | 3 | 3 | 9238.0 | 0 | 9238.0 | 0.809 | 2522 | 68 | 0.478 | 0.000 | 7/4/2022 |
| 710297133 | Existing Customer | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 30210.0 | 1194 | 29016.0 | 0.948 | 3503 | 65 | 0.667 | 0.040 | 12/23/2021 |
| 793355508 | Existing Customer | 32 | M | 0 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 3 | 3 | 6942.0 | 0 | 6942.0 | 0.544 | 2657 | 71 | 0.690 | 0.000 | 6/12/2022 |
| 708580908 | Existing Customer | 56 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 3 | 3 | 3 | 14551.0 | 2517 | 12034.0 | 0.920 | 1373 | 35 | 0.591 | 0.173 | 9/15/2019 |
| 719826333 | Existing Customer | 34 | F | 2 | Doctorate | Single | Less than $40K | Blue | 13 | 5 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.946 | 2557 | 67 | 0.763 | 0.000 | 11/30/2021 |
| 780689733 | Existing Customer | 65 | M | 0 | Unknown | Single | Unknown | Blue | 56 | 3 | 2 | 2 | 11332.0 | 633 | 10699.0 | 1.514 | 2758 | 56 | 1.240 | 0.056 | 12/8/2019 |
| 744764433 | Existing Customer | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 48 | 5 | 2 | 3 | 30967.0 | 817 | 30150.0 | 0.378 | 1473 | 35 | 0.522 | 0.026 | 5/26/2019 |
| 714902283 | Existing Customer | 43 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 7866.0 | 0 | 7866.0 | 0.747 | 2843 | 53 | 0.828 | 0.000 | 3/16/2021 |
| 789309558 | Existing Customer | 31 | M | 2 | College | Married | Less than $40K | Blue | 21 | 6 | 2 | 4 | 2718.0 | 1920 | 798.0 | 1.604 | 2570 | 49 | 1.042 | 0.706 | 5/9/2020 |
| 713188383 | Existing Customer | 54 | F | 1 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 3084.0 | 2517 | 567.0 | 0.651 | 1446 | 22 | 0.833 | 0.816 | 8/28/2019 |
| 719506983 | Existing Customer | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 42 | 5 | 2 | 4 | 17302.0 | 1339 | 15963.0 | 0.631 | 1181 | 30 | 1.000 | 0.077 | 9/21/2019 |
| 714804483 | Existing Customer | 48 | M | 3 | College | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 12159.0 | 1665 | 10494.0 | 0.608 | 1426 | 34 | 0.545 | 0.137 | 12/27/2022 |
| 748503708 | Existing Customer | 54 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 6 | 4 | 3 | 2797.0 | 1627 | 1170.0 | 0.413 | 1566 | 36 | 0.714 | 0.582 | 3/3/2022 |
| 803587533 | Existing Customer | 33 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 28 | 6 | 3 | 4 | 2618.0 | 1812 | 806.0 | 0.706 | 3319 | 86 | 0.911 | 0.692 | 8/23/2020 |
| 789777408 | Attrited Customer | 26 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 15 | 3 | 2 | 3 | 1442.0 | 1428 | 14.0 | 0.496 | 1134 | 26 | 0.238 | 0.990 | 11/8/2021 |
| 716811483 | Existing Customer | 30 | F | 2 | Uneducated | Married | Less than $40K | Blue | 24 | 4 | 2 | 1 | 2063.0 | 0 | 2063.0 | 0.553 | 1859 | 43 | 0.536 | 0.000 | 4/1/2020 |
| 714118383 | Existing Customer | 49 | F | 5 | Graduate | Married | Less than $40K | Blue | 43 | 4 | 2 | 3 | 8154.0 | 0 | 8154.0 | 0.964 | 2223 | 72 | 0.946 | 0.000 | 3/20/2020 |
| 720532908 | Existing Customer | 36 | F | 2 | Unknown | Divorced | $40K - $60K | Blue | 20 | 4 | 3 | 2 | 9735.0 | 1245 | 8490.0 | 1.079 | 2967 | 80 | 0.739 | 0.128 | 10/10/2019 |
| 765055833 | Existing Customer | 56 | M | 4 | Unknown | Married | $80K - $120K | Blue | 49 | 3 | 4 | 2 | 4310.0 | 2229 | 2081.0 | 0.643 | 1645 | 33 | 0.941 | 0.517 | 12/10/2021 |
| 715310208 | Existing Customer | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 11450.0 | 2129 | 9321.0 | 0.956 | 2197 | 45 | 0.957 | 0.186 | 7/2/2020 |
| 718577958 | Attrited Customer | 39 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 2 | 3 | 4 | 8906.0 | 0 | 8906.0 | 0.315 | 809 | 15 | 0.250 | 0.000 | 11/8/2022 |
| 789167658 | Existing Customer | 34 | M | 3 | College | Married | $60K - $80K | Blue | 23 | 5 | 3 | 2 | 4245.0 | 1815 | 2430.0 | 0.846 | 1534 | 34 | 0.545 | 0.428 | 5/8/2019 |
| 789987183 | Existing Customer | 53 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 4 | 4 | 4 | 21953.0 | 1311 | 20642.0 | 0.443 | 1413 | 37 | 0.370 | 0.060 | 7/2/2019 |
| 717730533 | Existing Customer | 32 | M | 0 | Graduate | Single | $40K - $60K | Blue | 21 | 6 | 1 | 3 | 1614.0 | 925 | 689.0 | 0.598 | 2659 | 63 | 0.750 | 0.573 | 5/20/2021 |
| 708668283 | Existing Customer | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 22 | 5 | 4 | 2 | 5140.0 | 2517 | 2623.0 | 0.876 | 1842 | 36 | 0.714 | 0.490 | 10/16/2020 |
| 772360683 | Existing Customer | 57 | M | 1 | High School | Married | $120K + | Blue | 46 | 3 | 3 | 4 | 31762.0 | 2517 | 29245.0 | 0.735 | 1515 | 36 | 0.714 | 0.079 | 5/18/2021 |
| 712500933 | Existing Customer | 48 | F | 4 | Graduate | Single | Unknown | Blue | 40 | 4 | 4 | 4 | 11692.0 | 648 | 11044.0 | 1.265 | 2997 | 56 | 0.867 | 0.055 | 11/20/2021 |
| 804867183 | Existing Customer | 37 | M | 3 | Unknown | Married | $60K - $80K | Blue | 30 | 6 | 2 | 4 | 16043.0 | 0 | 16043.0 | 1.509 | 2599 | 47 | 1.136 | 0.000 | 6/25/2021 |
| 826068183 | Existing Customer | 36 | M | 1 | Graduate | Married | $80K - $120K | Blue | 32 | 4 | 4 | 3 | 15488.0 | 1463 | 14025.0 | 1.280 | 2916 | 50 | 0.724 | 0.094 | 4/18/2019 |
| 820044333 | Existing Customer | 39 | M | 3 | College | Divorced | $40K - $60K | Blue | 34 | 3 | 3 | 2 | 2503.0 | 2185 | 318.0 | 0.500 | 4157 | 58 | 0.758 | 0.873 | 10/31/2021 |
| 714211533 | Existing Customer | 31 | M | 0 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3312.0 | 2491 | 821.0 | 0.620 | 2670 | 50 | 0.667 | 0.752 | 9/5/2022 |
| 710287533 | Existing Customer | 31 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 6269.0 | 1169 | 5100.0 | 0.743 | 2221 | 57 | 0.727 | 0.186 | 2/2/2022 |
| 720603558 | Existing Customer | 36 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 20337.0 | 1605 | 18732.0 | 0.805 | 2460 | 74 | 1.312 | 0.079 | 8/10/2019 |
| 819258408 | Existing Customer | 47 | F | 5 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 2 | 4 | 2224.0 | 1106 | 1118.0 | 0.501 | 1698 | 41 | 0.367 | 0.497 | 10/26/2020 |
| 717664008 | Attrited Customer | 37 | M | 3 | College | Married | $60K - $80K | Blue | 19 | 2 | 3 | 4 | 3100.0 | 2517 | 583.0 | 0.350 | 694 | 12 | 0.200 | 0.812 | 3/13/2021 |
| 717437058 | Existing Customer | 38 | M | 2 | Unknown | Divorced | $60K - $80K | Silver | 26 | 4 | 2 | 0 | 26437.0 | 681 | 25756.0 | 1.021 | 2167 | 57 | 0.727 | 0.026 | 1/31/2021 |
| 717327783 | Existing Customer | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 2 | 9959.0 | 1476 | 8483.0 | 0.952 | 2760 | 44 | 1.000 | 0.148 | 10/30/2022 |
| 712887633 | Existing Customer | 39 | M | 1 | Unknown | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 25008.0 | 876 | 24132.0 | 0.859 | 1753 | 43 | 1.048 | 0.035 | 3/19/2021 |
| 716129208 | Existing Customer | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2031.0 | 0 | 2031.0 | 0.752 | 1678 | 36 | 0.800 | 0.000 | 9/2/2021 |
| 718037433 | Existing Customer | 58 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 6 | 4 | 2 | 1654.0 | 1253 | 401.0 | 0.508 | 1887 | 60 | 0.538 | 0.758 | 6/3/2019 |
| 709839858 | Existing Customer | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 4 | 3 | 4608.0 | 1077 | 3531.0 | 0.694 | 1535 | 31 | 0.632 | 0.234 | 2/2/2022 |
| 719686458 | Existing Customer | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 1 | 3908.0 | 1629 | 2279.0 | 0.775 | 1903 | 30 | 0.500 | 0.417 | 6/19/2021 |
| 721434483 | Existing Customer | 54 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 4 | 3 | 2 | 2798.0 | 1256 | 1542.0 | 1.132 | 2631 | 55 | 0.774 | 0.449 | 11/11/2021 |
| 716096358 | Existing Customer | 45 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 5 | 4 | 1 | 2551.0 | 2253 | 298.0 | 0.688 | 3753 | 63 | 0.909 | 0.883 | 12/15/2022 |
| 718244958 | Existing Customer | 36 | F | 2 | Graduate | Married | Unknown | Blue | 26 | 5 | 2 | 2 | 8621.0 | 1251 | 7370.0 | 0.696 | 1989 | 37 | 0.480 | 0.145 | 1/30/2019 |
| 711315783 | Existing Customer | 53 | M | 3 | Graduate | Married | $40K - $60K | Blue | 43 | 6 | 4 | 2 | 7451.0 | 683 | 6768.0 | 0.924 | 2165 | 49 | 0.960 | 0.092 | 10/4/2019 |
| 821296083 | Existing Customer | 34 | F | 1 | College | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 2617.0 | 1010 | 1607.0 | 0.659 | 2003 | 47 | 0.679 | 0.386 | 9/20/2020 |
| 711562833 | Attrited Customer | 35 | M | 4 | Graduate | Married | $80K - $120K | Blue | 24 | 6 | 3 | 4 | 12634.0 | 0 | 12634.0 | 0.323 | 717 | 18 | 0.286 | 0.000 | 12/30/2019 |
| 716447733 | Existing Customer | 32 | M | 3 | Graduate | Married | $40K - $60K | Blue | 18 | 5 | 3 | 3 | 6407.0 | 963 | 5444.0 | 1.052 | 1921 | 43 | 0.720 | 0.150 | 1/14/2022 |
| 719591283 | Existing Customer | 38 | M | 2 | Uneducated | Married | Less than $40K | Blue | 27 | 6 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.945 | 2412 | 58 | 0.657 | 0.000 | 3/7/2022 |
| 789911808 | Existing Customer | 37 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 28 | 6 | 2 | 2 | 2672.0 | 1259 | 1413.0 | 1.375 | 2487 | 52 | 0.625 | 0.471 | 5/4/2020 |
| 713195808 | Existing Customer | 37 | F | 3 | High School | Married | Unknown | Blue | 36 | 6 | 3 | 4 | 11948.0 | 1281 | 10667.0 | 1.159 | 2792 | 51 | 0.889 | 0.107 | 5/6/2022 |
| 717866133 | Existing Customer | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2677.0 | 1390 | 1287.0 | 0.732 | 2170 | 63 | 0.465 | 0.519 | 7/11/2020 |
| 716670783 | Existing Customer | 52 | F | 3 | Doctorate | Single | Unknown | Blue | 36 | 3 | 2 | 1 | 24703.0 | 1085 | 23618.0 | 0.998 | 4776 | 63 | 0.575 | 0.044 | 2/9/2019 |
| 789197508 | Existing Customer | 54 | M | 3 | High School | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 2240.0 | 1580 | 660.0 | 0.745 | 1518 | 36 | 0.800 | 0.705 | 12/20/2019 |
| 713108433 | Existing Customer | 53 | M | 3 | College | Married | $80K - $120K | Blue | 40 | 4 | 4 | 4 | 6052.0 | 1720 | 4332.0 | 0.683 | 1476 | 37 | 0.423 | 0.284 | 11/20/2022 |
| 711403383 | Existing Customer | 33 | F | 3 | College | Single | Less than $40K | Blue | 23 | 6 | 4 | 1 | 2562.0 | 1968 | 594.0 | 0.546 | 2256 | 70 | 0.591 | 0.768 | 10/7/2022 |
| 768212583 | Existing Customer | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 43 | 4 | 4 | 4 | 15377.0 | 1516 | 13861.0 | 0.627 | 1848 | 49 | 1.042 | 0.099 | 12/23/2022 |
| 720181758 | Attrited Customer | 37 | M | 0 | Doctorate | Married | $120K + | Blue | 22 | 3 | 3 | 4 | 8654.0 | 0 | 8654.0 | 0.446 | 850 | 18 | 0.385 | 0.000 | 7/5/2022 |
| 710632683 | Existing Customer | 31 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 24 | 5 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.665 | 2308 | 49 | 0.400 | 0.000 | 8/27/2019 |
| 711836733 | Existing Customer | 43 | M | 3 | Graduate | Single | $120K + | Blue | 31 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.663 | 1867 | 45 | 0.875 | 0.000 | 5/17/2019 |
| 771183933 | Existing Customer | 39 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 16040.0 | 1220 | 14820.0 | 0.862 | 1923 | 49 | 0.400 | 0.076 | 10/20/2021 |
| 711327558 | Existing Customer | 38 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2801.0 | 1980 | 821.0 | 0.882 | 1600 | 45 | 0.406 | 0.707 | 6/11/2021 |
| 788971308 | Existing Customer | 62 | F | 1 | Uneducated | Married | Less than $40K | Blue | 49 | 5 | 4 | 2 | 2658.0 | 1158 | 1500.0 | 0.476 | 1809 | 41 | 0.464 | 0.436 | 6/29/2021 |
| 718950483 | Existing Customer | 58 | F | 1 | Unknown | Married | $40K - $60K | Blue | 48 | 3 | 3 | 2 | 12423.0 | 1910 | 10513.0 | 0.405 | 1208 | 38 | 0.357 | 0.154 | 8/18/2021 |
| 714278958 | Existing Customer | 39 | F | 2 | High School | Married | Unknown | Blue | 27 | 6 | 1 | 3 | 9347.0 | 1988 | 7359.0 | 1.173 | 2201 | 46 | 1.091 | 0.213 | 11/26/2021 |
| 711817158 | Existing Customer | 30 | M | 2 | College | Divorced | $40K - $60K | Blue | 22 | 3 | 3 | 4 | 3143.0 | 1075 | 2068.0 | 0.643 | 2510 | 57 | 0.629 | 0.342 | 1/8/2022 |
| 765824058 | Existing Customer | 46 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 39 | 3 | 3 | 1 | 5106.0 | 1539 | 3567.0 | 0.907 | 3784 | 74 | 0.609 | 0.301 | 12/24/2019 |
| 710109633 | Existing Customer | 39 | M | 2 | College | Married | $60K - $80K | Blue | 31 | 6 | 3 | 2 | 9871.0 | 1061 | 8810.0 | 0.545 | 1683 | 34 | 0.478 | 0.107 | 10/27/2021 |
| 713643858 | Existing Customer | 53 | F | 1 | College | Married | $40K - $60K | Blue | 43 | 4 | 4 | 2 | 1525.0 | 1411 | 114.0 | 0.660 | 1911 | 47 | 0.958 | 0.925 | 10/27/2022 |
| 716399583 | Existing Customer | 34 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 1 | 19630.0 | 1251 | 18379.0 | 1.399 | 2286 | 39 | 0.696 | 0.064 | 9/1/2022 |
| 714516783 | Existing Customer | 54 | F | 0 | Graduate | Divorced | Less than $40K | Silver | 36 | 4 | 3 | 1 | 12547.0 | 1378 | 11169.0 | 1.120 | 3360 | 56 | 0.750 | 0.110 | 10/4/2020 |
| 710490708 | Existing Customer | 54 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 1 | 3 | 17686.0 | 0 | 17686.0 | 0.733 | 2047 | 46 | 0.533 | 0.000 | 12/30/2019 |
| 780662133 | Existing Customer | 39 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 28 | 6 | 3 | 5 | 3257.0 | 2517 | 740.0 | 0.539 | 1534 | 35 | 0.591 | 0.773 | 1/22/2019 |
| 715389708 | Existing Customer | 36 | F | 3 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 2 | 4824.0 | 2517 | 2307.0 | 0.838 | 1516 | 32 | 0.391 | 0.522 | 5/21/2022 |
| 789607983 | Existing Customer | 38 | M | 3 | High School | Married | $40K - $60K | Blue | 32 | 6 | 6 | 2 | 8603.0 | 1046 | 7557.0 | 0.826 | 1758 | 40 | 0.739 | 0.122 | 1/3/2021 |
| 720171033 | Existing Customer | 45 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 11498.0 | 1577 | 9921.0 | 0.756 | 4014 | 70 | 0.489 | 0.137 | 4/5/2019 |
| 815104608 | Existing Customer | 28 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 1 | 3 | 3818.0 | 584 | 3234.0 | 0.700 | 2947 | 87 | 0.706 | 0.153 | 1/14/2020 |
| 719660658 | Existing Customer | 37 | F | 1 | High School | Single | Unknown | Blue | 36 | 6 | 2 | 2 | 16594.0 | 1931 | 14663.0 | 0.702 | 2134 | 47 | 0.808 | 0.116 | 9/27/2021 |
| 714159858 | Existing Customer | 57 | M | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 5387.0 | 2047 | 3340.0 | 0.579 | 1546 | 36 | 0.500 | 0.380 | 12/17/2019 |
| 714225333 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 2930.0 | 773 | 2157.0 | 0.661 | 1545 | 21 | 0.909 | 0.264 | 10/11/2020 |
| 712204308 | Existing Customer | 33 | M | 0 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 10023.0 | 504 | 9519.0 | 0.942 | 2878 | 65 | 0.625 | 0.050 | 3/18/2020 |
| 718468158 | Existing Customer | 38 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 2 | 3 | 9303.0 | 1599 | 7704.0 | 1.408 | 2261 | 37 | 0.542 | 0.172 | 6/26/2019 |
| 711575058 | Existing Customer | 36 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2956.0 | 2411 | 545.0 | 0.971 | 1896 | 31 | 0.824 | 0.816 | 12/30/2022 |
| 735417408 | Existing Customer | 37 | M | 2 | High School | Married | $60K - $80K | Blue | 30 | 4 | 1 | 2 | 2218.0 | 1266 | 952.0 | 0.709 | 1941 | 58 | 0.568 | 0.571 | 1/15/2022 |
| 717171408 | Existing Customer | 36 | M | 1 | Unknown | Married | $80K - $120K | Blue | 26 | 6 | 2 | 1 | 9959.0 | 0 | 9959.0 | 0.570 | 2021 | 41 | 0.783 | 0.000 | 8/29/2020 |
| 814312308 | Existing Customer | 54 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 5 | 3 | 2 | 5335.0 | 1373 | 3962.0 | 0.558 | 1435 | 29 | 0.611 | 0.257 | 1/6/2019 |
| 711786108 | Existing Customer | 52 | M | 1 | Graduate | Married | $60K - $80K | Blue | 43 | 3 | 3 | 2 | 7187.0 | 2014 | 5173.0 | 0.649 | 1159 | 26 | 0.733 | 0.280 | 11/16/2022 |
| 712905708 | Existing Customer | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2590.0 | 1564 | 1026.0 | 0.386 | 1188 | 40 | 0.600 | 0.604 | 2/18/2021 |
| 720050208 | Existing Customer | 27 | F | 1 | High School | Single | Less than $40K | Blue | 19 | 4 | 1 | 3 | 4255.0 | 1748 | 2507.0 | 0.516 | 2236 | 57 | 0.541 | 0.411 | 5/14/2022 |
| 793952133 | Existing Customer | 32 | F | 0 | High School | Married | Less than $40K | Blue | 26 | 6 | 2 | 3 | 2778.0 | 2312 | 466.0 | 0.727 | 1680 | 33 | 1.062 | 0.832 | 3/21/2021 |
| 798140283 | Existing Customer | 57 | M | 4 | Graduate | Married | $120K + | Blue | 51 | 4 | 3 | 1 | 10711.0 | 1970 | 8741.0 | 0.710 | 1180 | 29 | 1.417 | 0.184 | 1/19/2020 |
| 720427683 | Attrited Customer | 58 | M | 2 | Uneducated | Single | $120K + | Blue | 46 | 2 | 3 | 4 | 16163.0 | 0 | 16163.0 | 0.542 | 2171 | 48 | 0.778 | 0.000 | 4/24/2019 |
| 789970233 | Existing Customer | 54 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 6 | 1 | 1 | 2513.0 | 1126 | 1387.0 | 0.324 | 1454 | 30 | 0.250 | 0.448 | 10/13/2021 |
| 713893308 | Existing Customer | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 37 | 4 | 1 | 1 | 3291.0 | 1607 | 1684.0 | 1.260 | 1984 | 38 | 0.652 | 0.488 | 12/29/2020 |
| 718843608 | Existing Customer | 36 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 8917.0 | 1091 | 7826.0 | 1.152 | 3327 | 80 | 0.860 | 0.122 | 10/27/2021 |
| 752085108 | Existing Customer | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 29 | 3 | 5 | 2 | 4955.0 | 1157 | 3798.0 | 0.896 | 1824 | 38 | 0.727 | 0.234 | 6/5/2022 |
| 789435783 | Existing Customer | 39 | F | 1 | Graduate | Married | $40K - $60K | Blue | 30 | 6 | 1 | 2 | 2909.0 | 1274 | 1635.0 | 0.593 | 1532 | 26 | 0.300 | 0.438 | 4/30/2019 |
| 711032058 | Existing Customer | 34 | M | 3 | High School | Single | $80K - $120K | Silver | 21 | 6 | 4 | 3 | 34516.0 | 2517 | 31999.0 | 0.791 | 2901 | 75 | 0.923 | 0.073 | 9/17/2022 |
| 784719708 | Existing Customer | 54 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 43 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.531 | 1707 | 41 | 0.783 | 0.000 | 12/1/2020 |
| 804663258 | Existing Customer | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 49 | 3 | 1 | 4 | 14015.0 | 2065 | 11950.0 | 0.704 | 1903 | 49 | 0.633 | 0.147 | 4/10/2019 |
| 716900433 | Existing Customer | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 2 | 2 | 2540.0 | 1402 | 1138.0 | 1.127 | 2384 | 61 | 0.794 | 0.552 | 4/9/2020 |
| 720909408 | Existing Customer | 37 | M | 2 | High School | Divorced | $120K + | Blue | 24 | 4 | 2 | 2 | 3497.0 | 1665 | 1832.0 | 0.627 | 2337 | 61 | 0.564 | 0.476 | 4/1/2019 |
| 712187808 | Existing Customer | 27 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 15 | 4 | 3 | 4 | 3682.0 | 0 | 3682.0 | 0.685 | 1826 | 35 | 0.750 | 0.000 | 1/25/2019 |
| 718428033 | Existing Customer | 55 | F | 4 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 1 | 4430.0 | 1543 | 2887.0 | 0.752 | 3395 | 70 | 0.628 | 0.348 | 12/14/2019 |
| 714892533 | Existing Customer | 26 | M | 0 | Unknown | Single | Unknown | Blue | 16 | 5 | 3 | 2 | 3877.0 | 0 | 3877.0 | 0.773 | 2473 | 33 | 0.833 | 0.000 | 4/19/2022 |
| 714985458 | Existing Customer | 56 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 15124.0 | 1974 | 13150.0 | 0.826 | 1850 | 44 | 0.571 | 0.131 | 4/12/2022 |
| 716647983 | Existing Customer | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 1 | 7712.0 | 962 | 6750.0 | 0.418 | 1574 | 34 | 0.062 | 0.125 | 3/5/2022 |
| 712340733 | Existing Customer | 42 | F | 2 | Graduate | Unknown | Unknown | Blue | 34 | 5 | 2 | 2 | 19373.0 | 1142 | 18231.0 | 0.655 | 1792 | 48 | 0.455 | 0.059 | 7/22/2019 |
| 719293533 | Existing Customer | 30 | M | 1 | College | Single | Unknown | Blue | 13 | 3 | 3 | 3 | 21590.0 | 2517 | 19073.0 | 0.813 | 2567 | 70 | 0.795 | 0.117 | 1/24/2019 |
| 715257708 | Existing Customer | 38 | M | 1 | High School | Married | $60K - $80K | Blue | 32 | 4 | 2 | 1 | 3657.0 | 1687 | 1970.0 | 1.357 | 2758 | 55 | 0.833 | 0.461 | 6/27/2022 |
| 708331758 | Existing Customer | 47 | F | 2 | Uneducated | Divorced | Unknown | Silver | 35 | 3 | 1 | 4 | 32444.0 | 1843 | 30601.0 | 1.127 | 3725 | 60 | 0.622 | 0.057 | 5/25/2021 |
| 709501683 | Existing Customer | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 24 | 5 | 1 | 2 | 5830.0 | 1665 | 4165.0 | 0.684 | 2263 | 60 | 0.714 | 0.286 | 3/17/2019 |
| 711692508 | Attrited Customer | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 47 | 3 | 4 | 3 | 1438.3 | 0 | 1438.3 | 1.053 | 1154 | 22 | 0.375 | 0.000 | 8/12/2021 |
| 715612983 | Existing Customer | 65 | F | 1 | Graduate | Single | Unknown | Blue | 55 | 5 | 2 | 4 | 6463.0 | 1660 | 4803.0 | 0.995 | 2336 | 49 | 1.722 | 0.257 | 8/28/2019 |
| 709674333 | Existing Customer | 33 | M | 2 | High School | Single | $60K - $80K | Blue | 23 | 4 | 2 | 1 | 2400.0 | 0 | 2400.0 | 1.064 | 2677 | 70 | 0.892 | 0.000 | 2/13/2019 |
| 805522758 | Existing Customer | 44 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2311.0 | 1830 | 481.0 | 1.289 | 1701 | 33 | 1.357 | 0.792 | 11/14/2020 |
| 781013958 | Existing Customer | 57 | F | 3 | Unknown | Married | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 3585.0 | 1244 | 2341.0 | 0.507 | 1344 | 37 | 0.850 | 0.347 | 1/19/2021 |
| 717495258 | Existing Customer | 34 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 3 | 2 | 9131.0 | 916 | 8215.0 | 0.863 | 1893 | 36 | 0.565 | 0.100 | 9/16/2021 |
| 795052083 | Existing Customer | 63 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 56 | 3 | 6 | 4 | 1438.3 | 0 | 1438.3 | 0.864 | 3630 | 71 | 0.578 | 0.000 | 6/20/2020 |
| 773389908 | Existing Customer | 37 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.790 | 2075 | 66 | 0.692 | 0.000 | 1/26/2022 |
| 719320833 | Existing Customer | 39 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 5471.0 | 2056 | 3415.0 | 0.465 | 1992 | 46 | 0.704 | 0.376 | 8/9/2022 |
| 816843933 | Existing Customer | 39 | M | 2 | High School | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 8823.0 | 1541 | 7282.0 | 1.060 | 1961 | 32 | 1.000 | 0.175 | 6/9/2022 |
| 789196158 | Existing Customer | 55 | M | 1 | Graduate | Married | $60K - $80K | Blue | 44 | 6 | 2 | 4 | 2173.0 | 1520 | 653.0 | 0.652 | 1485 | 26 | 0.529 | 0.699 | 10/30/2022 |
| 717930483 | Attrited Customer | 37 | M | 2 | Graduate | Single | $120K + | Blue | 25 | 3 | 3 | 0 | 5616.0 | 0 | 5616.0 | 0.995 | 1564 | 31 | 0.476 | 0.000 | 3/10/2019 |
| 773442258 | Existing Customer | 57 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 51 | 5 | 2 | 2 | 8571.0 | 1616 | 6955.0 | 0.600 | 1397 | 28 | 0.647 | 0.189 | 12/14/2019 |
| 719872833 | Existing Customer | 45 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 6 | 3 | 2803.0 | 0 | 2803.0 | 0.565 | 3347 | 71 | 0.732 | 0.000 | 9/15/2020 |
| 721491258 | Existing Customer | 53 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 3924.0 | 2517 | 1407.0 | 0.511 | 1417 | 30 | 0.667 | 0.641 | 1/17/2019 |
| 770575233 | Existing Customer | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 23 | 6 | 1 | 2 | 5663.0 | 1149 | 4514.0 | 0.767 | 2553 | 61 | 0.794 | 0.203 | 3/6/2019 |
| 715800708 | Existing Customer | 60 | F | 0 | Uneducated | Married | Less than $40K | Blue | 49 | 3 | 1 | 2 | 3955.0 | 2000 | 1955.0 | 0.425 | 1560 | 43 | 0.483 | 0.506 | 5/24/2021 |
| 719996958 | Existing Customer | 29 | F | 0 | Uneducated | Single | Less than $40K | Blue | 23 | 5 | 3 | 4 | 7997.0 | 0 | 7997.0 | 0.935 | 2208 | 56 | 0.806 | 0.000 | 7/17/2021 |
| 719889408 | Existing Customer | 56 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 5 | 3652.0 | 1351 | 2301.0 | 0.836 | 1561 | 39 | 0.625 | 0.370 | 10/7/2022 |
| 708811233 | Existing Customer | 37 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 1 | 12702.0 | 2008 | 10694.0 | 0.510 | 1992 | 40 | 0.667 | 0.158 | 9/26/2019 |
| 794627208 | Existing Customer | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 23 | 4 | 3 | 2 | 7189.0 | 1550 | 5639.0 | 0.538 | 1935 | 52 | 0.368 | 0.216 | 5/11/2022 |
| 719020983 | Existing Customer | 58 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 4 | 3 | 1 | 12421.0 | 2517 | 9904.0 | 0.730 | 1913 | 49 | 0.690 | 0.203 | 6/8/2020 |
| 719131533 | Existing Customer | 29 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 17 | 3 | 2 | 4 | 2585.0 | 2008 | 577.0 | 1.266 | 3519 | 73 | 0.622 | 0.777 | 6/17/2022 |
| 710449983 | Existing Customer | 38 | M | 2 | High School | Married | $120K + | Blue | 29 | 4 | 1 | 2 | 2818.0 | 1656 | 1162.0 | 1.404 | 2916 | 45 | 0.957 | 0.588 | 2/21/2021 |
| 715651833 | Attrited Customer | 65 | M | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 4 | 4 | 2351.0 | 0 | 2351.0 | 0.881 | 1593 | 35 | 0.591 | 0.000 | 3/17/2021 |
| 720714933 | Existing Customer | 62 | F | 1 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 2 | 3143.0 | 2517 | 626.0 | 0.625 | 1323 | 25 | 0.923 | 0.801 | 4/5/2020 |
| 789170283 | Existing Customer | 53 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 42 | 5 | 5 | 4 | 6514.0 | 978 | 5536.0 | 0.843 | 3084 | 63 | 0.658 | 0.150 | 2/18/2022 |
| 810201783 | Existing Customer | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 17 | 5 | 3 | 3 | 3119.0 | 1328 | 1791.0 | 0.722 | 2740 | 62 | 0.512 | 0.426 | 9/19/2020 |
| 715517733 | Attrited Customer | 46 | F | 3 | High School | Single | Less than $40K | Silver | 39 | 1 | 0 | 4 | 13092.0 | 1962 | 11130.0 | 0.686 | 936 | 25 | 0.250 | 0.150 | 12/5/2021 |
| 709042908 | Existing Customer | 51 | F | 1 | College | Married | $40K - $60K | Blue | 44 | 4 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.803 | 2207 | 68 | 0.511 | 0.000 | 2/26/2021 |
| 715023333 | Existing Customer | 39 | M | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 2 | 4 | 3702.0 | 1118 | 2584.0 | 1.040 | 2585 | 64 | 0.778 | 0.302 | 9/28/2021 |
| 720801033 | Existing Customer | 51 | F | 1 | High School | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 9095.0 | 2517 | 6578.0 | 0.370 | 1347 | 27 | 0.421 | 0.277 | 1/29/2019 |
| 714345783 | Existing Customer | 59 | M | 2 | High School | Married | $40K - $60K | Blue | 50 | 6 | 3 | 2 | 2701.0 | 1572 | 1129.0 | 0.475 | 1469 | 36 | 0.500 | 0.582 | 4/4/2019 |
| 779209083 | Existing Customer | 56 | M | 3 | Unknown | Married | $40K - $60K | Blue | 45 | 6 | 2 | 4 | 1813.0 | 1387 | 426.0 | 0.406 | 1468 | 32 | 0.231 | 0.765 | 4/17/2020 |
| 713972658 | Existing Customer | 56 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 3 | 3 | 2 | 5335.0 | 996 | 4339.0 | 0.469 | 1454 | 43 | 0.433 | 0.187 | 3/20/2021 |
| 710782458 | Existing Customer | 31 | M | 1 | Graduate | Married | $40K - $60K | Blue | 20 | 6 | 2 | 5 | 2469.0 | 1695 | 774.0 | 0.842 | 1615 | 36 | 0.333 | 0.687 | 3/23/2020 |
| 711142308 | Existing Customer | 37 | M | 0 | High School | Divorced | $40K - $60K | Blue | 36 | 3 | 1 | 5 | 3091.0 | 0 | 3091.0 | 0.665 | 2572 | 65 | 0.548 | 0.000 | 8/18/2019 |
| 824789283 | Existing Customer | 36 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 3 | 5 | 2 | 2683.0 | 1533 | 1150.0 | 0.821 | 2373 | 73 | 0.659 | 0.571 | 7/1/2021 |
| 715187733 | Existing Customer | 26 | F | 1 | Unknown | Single | Unknown | Blue | 15 | 3 | 4 | 3 | 5464.0 | 0 | 5464.0 | 0.700 | 2473 | 46 | 0.484 | 0.000 | 2/19/2021 |
| 721014858 | Existing Customer | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 4 | 1 | 2 | 2942.0 | 2022 | 920.0 | 0.537 | 1479 | 28 | 0.217 | 0.687 | 12/6/2019 |
| 710363433 | Existing Customer | 26 | M | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2735.0 | 1348 | 1387.0 | 0.805 | 2441 | 58 | 0.450 | 0.493 | 9/19/2022 |
| 715479483 | Existing Customer | 35 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 5 | 2 | 4 | 15279.0 | 1496 | 13783.0 | 0.997 | 2079 | 57 | 0.425 | 0.098 | 4/18/2020 |
| 708243483 | Existing Customer | 53 | M | 3 | College | Married | $120K + | Blue | 43 | 4 | 2 | 5 | 14938.0 | 1155 | 13783.0 | 0.995 | 2248 | 51 | 0.645 | 0.077 | 1/5/2019 |
| 714770808 | Existing Customer | 59 | M | 2 | High School | Married | Less than $40K | Blue | 42 | 3 | 3 | 5 | 4328.0 | 670 | 3658.0 | 0.396 | 1580 | 54 | 0.543 | 0.155 | 1/28/2021 |
| 720626058 | Existing Customer | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 24 | 4 | 4 | 4 | 34516.0 | 934 | 33582.0 | 0.681 | 1768 | 52 | 0.576 | 0.027 | 9/25/2022 |
| 709185108 | Existing Customer | 38 | M | 3 | High School | Married | $60K - $80K | Blue | 26 | 5 | 4 | 2 | 5824.0 | 1542 | 4282.0 | 0.827 | 1801 | 44 | 0.571 | 0.265 | 7/29/2019 |
| 719596908 | Existing Customer | 56 | F | 5 | Doctorate | Married | Unknown | Blue | 48 | 4 | 2 | 2 | 11281.0 | 2118 | 9163.0 | 0.534 | 1255 | 30 | 0.304 | 0.188 | 2/8/2019 |
| 719273733 | Existing Customer | 37 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 5 | 7959.0 | 998 | 6961.0 | 0.773 | 1855 | 29 | 0.318 | 0.125 | 11/20/2021 |
| 717348258 | Existing Customer | 33 | M | 1 | Graduate | Married | $120K + | Blue | 21 | 4 | 1 | 3 | 4459.0 | 1899 | 2560.0 | 1.349 | 2502 | 48 | 1.000 | 0.426 | 1/23/2019 |
| 770882508 | Existing Customer | 38 | M | 2 | College | Married | $80K - $120K | Blue | 24 | 4 | 1 | 5 | 17162.0 | 773 | 16389.0 | 1.238 | 2457 | 54 | 1.000 | 0.045 | 5/28/2022 |
| 799026633 | Existing Customer | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 50 | 4 | 3 | 5 | 16254.0 | 1518 | 14736.0 | 1.256 | 2502 | 55 | 0.571 | 0.093 | 9/19/2019 |
| 718777008 | Existing Customer | 59 | M | 0 | High School | Married | $80K - $120K | Blue | 47 | 5 | 1 | 2 | 3278.0 | 1306 | 1972.0 | 0.399 | 1374 | 32 | 0.391 | 0.398 | 8/8/2021 |
| 713352183 | Existing Customer | 30 | M | 1 | Post-Graduate | Married | Less than $40K | Blue | 17 | 5 | 1 | 2 | 7173.0 | 1227 | 5946.0 | 0.646 | 1793 | 33 | 0.737 | 0.171 | 3/30/2020 |
| 716128083 | Existing Customer | 56 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 3295.0 | 2002 | 1293.0 | 0.599 | 1191 | 34 | 0.545 | 0.608 | 3/6/2019 |
| 721288158 | Existing Customer | 33 | M | 2 | Unknown | Single | $120K + | Blue | 15 | 4 | 2 | 2 | 25033.0 | 2300 | 22733.0 | 0.716 | 2529 | 71 | 0.578 | 0.092 | 7/4/2022 |
| 757881258 | Existing Customer | 31 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 4232.0 | 2092 | 2140.0 | 0.604 | 2565 | 69 | 0.865 | 0.494 | 7/4/2019 |
| 715843533 | Existing Customer | 26 | M | 1 | College | Single | $40K - $60K | Blue | 36 | 3 | 4 | 3 | 2703.0 | 1256 | 1447.0 | 0.949 | 2111 | 29 | 0.706 | 0.465 | 12/19/2021 |
| 717234183 | Existing Customer | 29 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 4 | 1 | 4 | 2710.0 | 629 | 2081.0 | 0.771 | 1718 | 37 | 0.762 | 0.232 | 11/2/2020 |
| 717260058 | Existing Customer | 53 | F | 2 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 1 | 5 | 2322.0 | 1284 | 1038.0 | 0.673 | 1573 | 27 | 0.929 | 0.553 | 12/19/2022 |
| 709710783 | Existing Customer | 35 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 5931.0 | 0 | 5931.0 | 0.668 | 2730 | 71 | 0.614 | 0.000 | 4/7/2019 |
| 787284858 | Existing Customer | 35 | M | 2 | Uneducated | Unknown | $120K + | Blue | 29 | 5 | 1 | 2 | 3300.0 | 1731 | 1569.0 | 0.689 | 1745 | 27 | 0.929 | 0.525 | 9/21/2019 |
| 815845758 | Existing Customer | 56 | F | 4 | High School | Married | Less than $40K | Blue | 51 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.472 | 1354 | 24 | 0.714 | 0.000 | 9/16/2020 |
| 720639783 | Existing Customer | 35 | F | 1 | Uneducated | Single | Unknown | Silver | 27 | 4 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.682 | 2562 | 62 | 0.722 | 0.000 | 2/6/2020 |
| 713331408 | Existing Customer | 35 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 2 | 5 | 8682.0 | 1647 | 7035.0 | 0.971 | 1792 | 36 | 0.800 | 0.190 | 11/29/2020 |
| 778693458 | Attrited Customer | 32 | M | 1 | High School | Divorced | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 12616.0 | 0 | 12616.0 | 1.054 | 1376 | 29 | 0.611 | 0.000 | 10/18/2019 |
| 788610258 | Existing Customer | 49 | M | 4 | College | Unknown | Less than $40K | Blue | 43 | 5 | 2 | 4 | 9652.0 | 2517 | 7135.0 | 0.889 | 3762 | 73 | 0.587 | 0.261 | 3/1/2020 |
| 711173883 | Existing Customer | 36 | M | 4 | Graduate | Divorced | $120K + | Blue | 29 | 3 | 2 | 2 | 1651.0 | 770 | 881.0 | 0.736 | 2516 | 54 | 0.385 | 0.466 | 6/29/2020 |
| 717628608 | Existing Customer | 37 | M | 3 | Unknown | Married | $60K - $80K | Blue | 29 | 5 | 1 | 5 | 2576.0 | 1640 | 936.0 | 1.128 | 2568 | 34 | 0.889 | 0.637 | 6/2/2022 |
| 789261558 | Existing Customer | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 47 | 3 | 1 | 4 | 2212.0 | 1392 | 820.0 | 0.573 | 1387 | 34 | 0.700 | 0.629 | 6/26/2022 |
| 770647233 | Existing Customer | 35 | F | 2 | High School | Married | Less than $40K | Blue | 21 | 5 | 6 | 3 | 2157.0 | 1188 | 969.0 | 0.847 | 2111 | 59 | 0.639 | 0.551 | 4/26/2019 |
| 712826208 | Existing Customer | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 5 | 1 | 2 | 2575.0 | 1424 | 1151.0 | 0.543 | 1487 | 33 | 0.737 | 0.553 | 1/10/2019 |
| 718181433 | Existing Customer | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 6 | 1 | 2 | 8705.0 | 1453 | 7252.0 | 1.110 | 2688 | 88 | 0.956 | 0.167 | 9/11/2020 |
| 714460683 | Existing Customer | 65 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 3 | 3 | 5 | 3838.0 | 1736 | 2102.0 | 0.445 | 1467 | 29 | 0.706 | 0.452 | 9/12/2021 |
| 716460933 | Existing Customer | 51 | M | 2 | Unknown | Married | $120K + | Blue | 42 | 4 | 1 | 4 | 10306.0 | 1427 | 8879.0 | 0.709 | 1456 | 44 | 0.294 | 0.138 | 8/10/2022 |
| 710787708 | Existing Customer | 56 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 40 | 4 | 2 | 5 | 5366.0 | 1271 | 4095.0 | 0.558 | 1748 | 38 | 0.900 | 0.237 | 10/8/2022 |
| 713800158 | Existing Customer | 58 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 2994.0 | 2351 | 643.0 | 0.469 | 1540 | 32 | 0.185 | 0.785 | 7/20/2019 |
| 712551258 | Attrited Customer | 39 | M | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4247.0 | 0 | 4247.0 | 0.405 | 847 | 17 | 0.133 | 0.000 | 11/20/2021 |
| 715379133 | Existing Customer | 51 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 4 | 2 | 1737.0 | 1145 | 592.0 | 0.809 | 1954 | 42 | 1.333 | 0.659 | 2/8/2022 |
| 712091433 | Existing Customer | 58 | M | 4 | Uneducated | Single | $40K - $60K | Silver | 50 | 5 | 2 | 3 | 18431.0 | 902 | 17529.0 | 1.296 | 2950 | 61 | 0.848 | 0.049 | 5/6/2020 |
| 771756333 | Existing Customer | 34 | F | 3 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 3 | 3 | 2263.0 | 1794 | 469.0 | 0.794 | 2154 | 37 | 0.542 | 0.793 | 2/10/2022 |
| 779895108 | Existing Customer | 39 | M | 3 | Unknown | Single | $80K - $120K | Blue | 23 | 6 | 1 | 4 | 2718.0 | 2156 | 562.0 | 0.668 | 1711 | 36 | 0.440 | 0.793 | 7/29/2021 |
| 771976683 | Existing Customer | 54 | F | 1 | College | Married | Unknown | Blue | 43 | 3 | 3 | 2 | 5839.0 | 2130 | 3709.0 | 0.687 | 1640 | 44 | 0.333 | 0.365 | 6/21/2020 |
| 716800908 | Existing Customer | 26 | F | 2 | High School | Single | Unknown | Blue | 13 | 5 | 0 | 3 | 5137.0 | 0 | 5137.0 | 0.699 | 2496 | 49 | 0.581 | 0.000 | 8/13/2020 |
| 789413958 | Existing Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 2 | 3 | 11909.0 | 1018 | 10891.0 | 1.006 | 1938 | 53 | 0.656 | 0.085 | 7/5/2020 |
| 711574008 | Existing Customer | 32 | M | 3 | College | Single | $80K - $120K | Blue | 21 | 4 | 3 | 5 | 21390.0 | 0 | 21390.0 | 0.946 | 2477 | 59 | 0.341 | 0.000 | 1/31/2021 |
| 714138408 | Existing Customer | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 9264.0 | 629 | 8635.0 | 0.659 | 4107 | 79 | 0.580 | 0.068 | 7/13/2021 |
| 709334658 | Existing Customer | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 4 | 2 | 5 | 5484.0 | 2517 | 2967.0 | 0.489 | 2025 | 51 | 0.378 | 0.459 | 10/9/2021 |
| 709564683 | Attrited Customer | 32 | M | 2 | Graduate | Married | $40K - $60K | Blue | 22 | 3 | 3 | 5 | 4739.0 | 0 | 4739.0 | 0.363 | 886 | 21 | 0.400 | 0.000 | 10/7/2019 |
| 772292358 | Attrited Customer | 30 | M | 1 | College | Divorced | Less than $40K | Blue | 19 | 4 | 3 | 3 | 7970.0 | 0 | 7970.0 | 0.776 | 1284 | 30 | 0.429 | 0.000 | 4/11/2022 |
| 712933083 | Existing Customer | 37 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 3127.0 | 2378 | 749.0 | 0.862 | 2292 | 49 | 0.441 | 0.760 | 1/26/2019 |
| 710497608 | Existing Customer | 38 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 7756.0 | 1670 | 6086.0 | 0.780 | 1858 | 51 | 0.545 | 0.215 | 3/23/2022 |
| 721443408 | Existing Customer | 46 | M | 2 | Uneducated | Single | $120K + | Blue | 33 | 6 | 2 | 3 | 34516.0 | 676 | 33840.0 | 0.814 | 3508 | 58 | 0.871 | 0.020 | 1/12/2019 |
| 709149408 | Existing Customer | 36 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 5605.0 | 1322 | 4283.0 | 1.204 | 2338 | 41 | 0.952 | 0.236 | 8/23/2021 |
| 708446808 | Existing Customer | 33 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2946.0 | 1359 | 1587.0 | 0.746 | 2017 | 48 | 0.455 | 0.461 | 3/3/2019 |
| 824192658 | Existing Customer | 58 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 54 | 4 | 2 | 3 | 8886.0 | 0 | 8886.0 | 0.694 | 4148 | 79 | 0.756 | 0.000 | 3/25/2021 |
| 711625683 | Existing Customer | 46 | M | 4 | Doctorate | Married | $120K + | Blue | 36 | 3 | 2 | 5 | 3104.0 | 862 | 2242.0 | 1.057 | 2781 | 74 | 0.682 | 0.278 | 3/2/2019 |
| 717487983 | Existing Customer | 39 | M | 5 | Unknown | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 19435.0 | 2120 | 17315.0 | 0.625 | 2062 | 55 | 0.486 | 0.109 | 12/30/2020 |
| 717301908 | Existing Customer | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 46 | 3 | 3 | 3 | 3312.0 | 1624 | 1688.0 | 0.573 | 1973 | 55 | 0.667 | 0.490 | 10/13/2019 |
| 718435158 | Existing Customer | 50 | M | 3 | High School | Married | $120K + | Blue | 40 | 5 | 1 | 4 | 34516.0 | 0 | 34516.0 | 0.986 | 1930 | 36 | 0.440 | 0.000 | 1/7/2021 |
| 714797733 | Existing Customer | 41 | M | 3 | College | Single | $60K - $80K | Blue | 33 | 6 | 1 | 4 | 5246.0 | 0 | 5246.0 | 0.969 | 3189 | 56 | 0.556 | 0.000 | 8/21/2022 |
| 719213133 | Existing Customer | 53 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 41 | 4 | 1 | 2 | 2432.0 | 1554 | 878.0 | 1.158 | 3670 | 60 | 0.818 | 0.639 | 2/12/2020 |
| 798962058 | Existing Customer | 36 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 3103.0 | 2399 | 704.0 | 0.581 | 1836 | 48 | 0.655 | 0.773 | 7/8/2022 |
| 718970058 | Existing Customer | 38 | M | 3 | Unknown | Married | $120K + | Blue | 33 | 5 | 3 | 4 | 30746.0 | 1168 | 29578.0 | 0.653 | 1519 | 43 | 0.720 | 0.038 | 1/19/2020 |
| 713021208 | Attrited Customer | 55 | F | 2 | College | Single | Unknown | Silver | 36 | 2 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.399 | 1353 | 40 | 0.212 | 0.000 | 2/12/2021 |
| 810856833 | Existing Customer | 45 | M | 4 | College | Unknown | $120K + | Blue | 40 | 3 | 2 | 2 | 11962.0 | 1025 | 10937.0 | 0.694 | 1907 | 52 | 0.926 | 0.086 | 5/5/2019 |
| 787868958 | Existing Customer | 36 | M | 2 | High School | Single | $80K - $120K | Blue | 27 | 5 | 3 | 3 | 14690.0 | 979 | 13711.0 | 0.811 | 2746 | 68 | 0.511 | 0.067 | 1/17/2019 |
| 708161133 | Existing Customer | 45 | M | 1 | Graduate | Single | $40K - $60K | Blue | 32 | 5 | 1 | 2 | 6629.0 | 1389 | 5240.0 | 0.828 | 3891 | 69 | 0.643 | 0.210 | 1/13/2022 |
| 708174708 | Existing Customer | 38 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 6 | 2 | 4 | 5535.0 | 1276 | 4259.0 | 0.636 | 1764 | 38 | 0.900 | 0.231 | 7/1/2022 |
| 708735183 | Existing Customer | 35 | F | 2 | High School | Married | Less than $40K | Blue | 22 | 4 | 3 | 3 | 2544.0 | 1848 | 696.0 | 0.804 | 2289 | 49 | 0.441 | 0.726 | 5/18/2022 |
| 708445608 | Existing Customer | 48 | M | 3 | College | Married | Less than $40K | Blue | 37 | 4 | 3 | 3 | 3305.0 | 2517 | 788.0 | 0.766 | 2027 | 57 | 1.036 | 0.762 | 6/7/2021 |
| 778943883 | Existing Customer | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.0 | 888 | 33628.0 | 1.299 | 1959 | 42 | 0.909 | 0.026 | 3/31/2021 |
| 788810658 | Existing Customer | 37 | F | 1 | College | Single | Unknown | Blue | 20 | 3 | 2 | 5 | 9466.0 | 0 | 9466.0 | 0.818 | 2503 | 70 | 0.489 | 0.000 | 10/15/2021 |
| 789050883 | Existing Customer | 33 | F | 2 | Doctorate | Single | Unknown | Blue | 21 | 4 | 3 | 4 | 5297.0 | 0 | 5297.0 | 0.779 | 2655 | 62 | 0.550 | 0.000 | 5/27/2019 |
| 714531108 | Existing Customer | 31 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 4260.0 | 1775 | 2485.0 | 1.239 | 2109 | 52 | 0.625 | 0.417 | 8/6/2022 |
| 711635358 | Existing Customer | 40 | F | 4 | College | Single | Less than $40K | Blue | 26 | 6 | 1 | 2 | 7291.0 | 2517 | 4774.0 | 0.830 | 2198 | 56 | 0.697 | 0.345 | 3/10/2022 |
| 803648508 | Existing Customer | 43 | M | 4 | High School | Unknown | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 13882.0 | 758 | 13124.0 | 0.500 | 1646 | 42 | 0.750 | 0.055 | 6/19/2022 |
| 813200058 | Existing Customer | 63 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 5 | 6500.0 | 1786 | 4714.0 | 0.524 | 1497 | 27 | 0.350 | 0.275 | 2/9/2019 |
| 805261983 | Existing Customer | 35 | F | 4 | Unknown | Married | Less than $40K | Blue | 30 | 6 | 3 | 4 | 1626.0 | 979 | 647.0 | 1.467 | 2847 | 61 | 0.968 | 0.602 | 9/7/2021 |
| 715206408 | Existing Customer | 31 | F | 1 | High School | Single | Less than $40K | Blue | 22 | 5 | 1 | 5 | 6662.0 | 0 | 6662.0 | 0.934 | 3264 | 83 | 0.766 | 0.000 | 1/7/2022 |
| 788684508 | Existing Customer | 36 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 25 | 4 | 3 | 3 | 5846.0 | 1732 | 4114.0 | 0.611 | 2056 | 41 | 0.640 | 0.296 | 5/20/2021 |
| 737933883 | Existing Customer | 34 | M | 1 | High School | Married | $60K - $80K | Blue | 27 | 3 | 1 | 2 | 8063.0 | 2149 | 5914.0 | 0.722 | 2042 | 49 | 0.690 | 0.267 | 7/18/2019 |
| 768655158 | Existing Customer | 29 | M | 0 | Unknown | Married | $60K - $80K | Blue | 23 | 3 | 3 | 2 | 6224.0 | 1092 | 5132.0 | 0.919 | 2222 | 39 | 0.560 | 0.175 | 11/23/2021 |
| 774437583 | Existing Customer | 55 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 49 | 6 | 2 | 4 | 4597.0 | 2442 | 2155.0 | 0.512 | 1504 | 38 | 0.357 | 0.531 | 1/14/2022 |
| 713104458 | Attrited Customer | 46 | M | 2 | Graduate | Single | $40K - $60K | Blue | 31 | 3 | 3 | 5 | 7869.0 | 0 | 7869.0 | 0.692 | 998 | 25 | 0.562 | 0.000 | 6/24/2021 |
| 715462008 | Existing Customer | 45 | M | 2 | College | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 17884.0 | 2096 | 15788.0 | 0.477 | 2031 | 49 | 0.633 | 0.117 | 6/16/2019 |
| 715366083 | Attrited Customer | 52 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1438.3 | 978 | 460.3 | 0.773 | 947 | 33 | 0.571 | 0.680 | 11/17/2021 |
| 712322058 | Existing Customer | 40 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 5 | 1 | 3 | 2046.0 | 1694 | 352.0 | 0.853 | 3432 | 49 | 0.960 | 0.828 | 8/22/2021 |
| 719737833 | Existing Customer | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 6370.0 | 0 | 6370.0 | 0.855 | 1783 | 40 | 0.667 | 0.000 | 7/21/2020 |
| 789530208 | Existing Customer | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 2 | 2 | 2737.0 | 2517 | 220.0 | 0.533 | 1619 | 37 | 0.480 | 0.920 | 5/26/2021 |
| 717885183 | Existing Customer | 36 | M | 1 | Graduate | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 2622.0 | 2489 | 133.0 | 0.840 | 2717 | 79 | 0.549 | 0.949 | 10/9/2021 |
| 716244033 | Attrited Customer | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 2 | 3 | 3 | 7266.0 | 906 | 6360.0 | 0.676 | 1741 | 27 | 0.421 | 0.125 | 4/2/2021 |
| 711614658 | Existing Customer | 37 | F | 2 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 3 | 3 | 2258.0 | 1338 | 920.0 | 0.860 | 2511 | 55 | 0.774 | 0.593 | 12/28/2019 |
| 804598908 | Existing Customer | 35 | M | 3 | Graduate | Single | $80K - $120K | Blue | 25 | 3 | 2 | 3 | 6510.0 | 2055 | 4455.0 | 1.042 | 2238 | 49 | 0.531 | 0.316 | 12/24/2020 |
| 719161683 | Existing Customer | 64 | F | 0 | Unknown | Married | Unknown | Blue | 55 | 4 | 1 | 4 | 2508.0 | 1580 | 928.0 | 0.440 | 1607 | 44 | 0.419 | 0.630 | 11/18/2020 |
| 719327808 | Existing Customer | 52 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 5 | 1 | 2 | 4006.0 | 2517 | 1489.0 | 0.557 | 1157 | 34 | 0.619 | 0.628 | 5/16/2020 |
| 714038433 | Existing Customer | 37 | F | 5 | High School | Single | $40K - $60K | Blue | 19 | 4 | 1 | 2 | 3252.0 | 1987 | 1265.0 | 0.658 | 2953 | 72 | 0.714 | 0.611 | 5/28/2020 |
| 710129283 | Existing Customer | 45 | F | 4 | Uneducated | Married | Unknown | Blue | 26 | 4 | 3 | 1 | 16317.0 | 0 | 16317.0 | 0.742 | 2944 | 71 | 0.972 | 0.000 | 12/2/2019 |
| 709367433 | Existing Customer | 28 | M | 1 | Unknown | Single | $40K - $60K | Blue | 15 | 3 | 3 | 1 | 2109.0 | 1542 | 567.0 | 0.670 | 2261 | 56 | 0.600 | 0.731 | 5/3/2022 |
| 719729433 | Existing Customer | 65 | F | 1 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 2 | 0 | 7023.0 | 1726 | 5297.0 | 1.178 | 2535 | 51 | 0.759 | 0.246 | 11/4/2020 |
| 717192933 | Existing Customer | 55 | M | 0 | Graduate | Married | $120K + | Blue | 42 | 3 | 2 | 1 | 8302.0 | 2517 | 5785.0 | 0.661 | 1576 | 34 | 0.789 | 0.303 | 3/21/2019 |
| 711734508 | Existing Customer | 55 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 9959.0 | 1209 | 8750.0 | 0.548 | 1584 | 28 | 0.273 | 0.121 | 8/24/2020 |
| 715153158 | Existing Customer | 41 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 3636.0 | 1884 | 1752.0 | 0.924 | 4254 | 79 | 0.491 | 0.518 | 9/30/2020 |
| 712149033 | Existing Customer | 57 | F | 2 | High School | Married | Less than $40K | Blue | 46 | 5 | 1 | 1 | 5184.0 | 1856 | 3328.0 | 0.553 | 1834 | 55 | 0.571 | 0.358 | 12/16/2019 |
| 713901108 | Existing Customer | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 29 | 6 | 1 | 4 | 14575.0 | 0 | 14575.0 | 1.251 | 3444 | 80 | 0.702 | 0.000 | 2/22/2021 |
| 719415858 | Existing Customer | 29 | M | 0 | College | Divorced | Unknown | Blue | 15 | 6 | 3 | 2 | 3107.0 | 1720 | 1387.0 | 0.661 | 2460 | 71 | 0.690 | 0.554 | 8/8/2020 |
| 719385558 | Existing Customer | 62 | F | 0 | College | Married | $40K - $60K | Blue | 49 | 6 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.757 | 1281 | 32 | 1.000 | 0.000 | 4/22/2020 |
| 779528658 | Existing Customer | 42 | M | 4 | College | Unknown | $60K - $80K | Blue | 25 | 4 | 3 | 3 | 3092.0 | 1115 | 1977.0 | 0.802 | 2133 | 41 | 0.783 | 0.361 | 11/24/2022 |
| 721508283 | Existing Customer | 47 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 8322.0 | 0 | 8322.0 | 0.860 | 3700 | 62 | 1.000 | 0.000 | 10/10/2019 |
| 757753083 | Existing Customer | 44 | F | 0 | Graduate | Married | Less than $40K | Silver | 36 | 5 | 3 | 2 | 10110.0 | 1229 | 8881.0 | 0.650 | 4063 | 74 | 0.480 | 0.122 | 4/2/2019 |
| 797753283 | Existing Customer | 34 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 4 | 3 | 4 | 2707.0 | 2036 | 671.0 | 0.827 | 1926 | 33 | 0.941 | 0.752 | 6/30/2019 |
| 807523008 | Existing Customer | 37 | M | 1 | Graduate | Single | Unknown | Blue | 32 | 4 | 1 | 3 | 4397.0 | 2007 | 2390.0 | 0.892 | 2473 | 47 | 1.136 | 0.456 | 3/23/2020 |
| 711416958 | Existing Customer | 33 | F | 2 | Graduate | Single | Unknown | Blue | 21 | 3 | 3 | 2 | 5795.0 | 0 | 5795.0 | 0.746 | 2322 | 65 | 0.585 | 0.000 | 2/10/2022 |
| 780865308 | Existing Customer | 40 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 23 | 6 | 3 | 2 | 9760.0 | 1657 | 8103.0 | 1.134 | 4542 | 86 | 0.870 | 0.170 | 9/10/2021 |
| 708423933 | Existing Customer | 51 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 40 | 3 | 2 | 0 | 6103.0 | 0 | 6103.0 | 0.532 | 3203 | 64 | 0.829 | 0.000 | 3/3/2019 |
| 714321408 | Existing Customer | 65 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 6 | 2 | 2 | 2246.0 | 1326 | 920.0 | 0.543 | 1429 | 32 | 0.455 | 0.590 | 1/27/2020 |
| 771852483 | Existing Customer | 46 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 3 | 4 | 4930.0 | 0 | 4930.0 | 1.019 | 3343 | 77 | 0.638 | 0.000 | 6/25/2019 |
| 708185208 | Existing Customer | 27 | M | 0 | Graduate | Single | $40K - $60K | Blue | 16 | 4 | 1 | 2 | 3178.0 | 1118 | 2060.0 | 0.643 | 2010 | 31 | 0.550 | 0.352 | 3/12/2020 |
| 714920208 | Existing Customer | 37 | F | 1 | High School | Unknown | Less than $40K | Blue | 30 | 3 | 5 | 0 | 3003.0 | 1810 | 1193.0 | 0.719 | 3148 | 68 | 0.789 | 0.603 | 5/28/2019 |
| 789952158 | Existing Customer | 34 | F | 1 | Doctorate | Married | Unknown | Blue | 25 | 4 | 3 | 3 | 2318.0 | 2069 | 249.0 | 1.399 | 2689 | 57 | 0.781 | 0.893 | 1/8/2022 |
| 713237958 | Existing Customer | 34 | M | 0 | Graduate | Married | $40K - $60K | Blue | 17 | 4 | 1 | 4 | 2638.0 | 2092 | 546.0 | 0.591 | 1868 | 43 | 0.344 | 0.793 | 2/13/2019 |
| 715956258 | Existing Customer | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2004.0 | 0 | 2004.0 | 0.681 | 1974 | 60 | 0.364 | 0.000 | 9/29/2021 |
| 769196433 | Existing Customer | 55 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 49 | 4 | 1 | 1 | 2414.0 | 2276 | 138.0 | 0.567 | 2000 | 62 | 0.590 | 0.943 | 7/31/2020 |
| 778942233 | Existing Customer | 60 | F | 0 | Doctorate | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 1438.3 | 648 | 790.3 | 0.477 | 1267 | 27 | 1.077 | 0.451 | 5/17/2022 |
| 708651933 | Existing Customer | 56 | M | 2 | Graduate | Married | $60K - $80K | Blue | 44 | 3 | 1 | 2 | 2043.0 | 1928 | 115.0 | 0.791 | 2311 | 57 | 0.839 | 0.944 | 5/19/2020 |
| 720467583 | Existing Customer | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 46 | 3 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.685 | 3072 | 67 | 0.675 | 0.073 | 2/28/2020 |
| 716549058 | Existing Customer | 45 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 3111.0 | 2290 | 821.0 | 1.612 | 1998 | 41 | 0.464 | 0.736 | 4/5/2020 |
| 713533983 | Existing Customer | 56 | M | 1 | Graduate | Married | $120K + | Blue | 48 | 6 | 3 | 4 | 2585.0 | 1207 | 1378.0 | 0.440 | 1590 | 33 | 0.320 | 0.467 | 5/7/2022 |
| 787463508 | Attrited Customer | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 5 | 2 | 4 | 2469.0 | 2410 | 59.0 | 0.544 | 1027 | 20 | 0.176 | 0.976 | 3/12/2021 |
| 710256708 | Existing Customer | 30 | M | 1 | Unknown | Single | Less than $40K | Blue | 19 | 5 | 2 | 0 | 8744.0 | 1712 | 7032.0 | 0.895 | 2579 | 68 | 0.659 | 0.196 | 6/25/2020 |
| 708980283 | Existing Customer | 34 | M | 3 | High School | Married | $80K - $120K | Blue | 23 | 5 | 1 | 4 | 4185.0 | 2517 | 1668.0 | 0.861 | 2179 | 55 | 0.774 | 0.601 | 9/26/2020 |
| 719484408 | Existing Customer | 39 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 4759.0 | 1459 | 3300.0 | 1.240 | 2903 | 57 | 0.900 | 0.307 | 10/26/2019 |
| 710023233 | Existing Customer | 36 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 24457.0 | 1300 | 23157.0 | 0.914 | 2739 | 65 | 0.912 | 0.053 | 10/30/2021 |
| 789101883 | Existing Customer | 32 | M | 3 | Unknown | Single | $120K + | Blue | 20 | 6 | 2 | 2 | 14244.0 | 1673 | 12571.0 | 0.699 | 2729 | 66 | 0.535 | 0.117 | 4/2/2019 |
| 778381608 | Attrited Customer | 48 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 28 | 3 | 3 | 4 | 6572.0 | 417 | 6155.0 | 0.584 | 1766 | 46 | 0.533 | 0.063 | 3/30/2020 |
| 787492908 | Existing Customer | 50 | F | 2 | Uneducated | Married | Unknown | Blue | 34 | 5 | 3 | 2 | 23381.0 | 905 | 22476.0 | 0.645 | 4357 | 73 | 0.521 | 0.039 | 12/14/2019 |
| 709932558 | Existing Customer | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 3 | 2 | 3471.0 | 2517 | 954.0 | 0.743 | 1771 | 34 | 0.889 | 0.725 | 6/6/2022 |
| 780219483 | Existing Customer | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 4 | 2 | 1 | 2250.0 | 1041 | 1209.0 | 0.678 | 1339 | 28 | 0.867 | 0.463 | 10/18/2020 |
| 708590658 | Existing Customer | 65 | F | 1 | Unknown | Married | Unknown | Blue | 53 | 5 | 3 | 2 | 15965.0 | 2312 | 13653.0 | 0.590 | 1619 | 40 | 0.538 | 0.145 | 3/19/2019 |
| 715143333 | Existing Customer | 45 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 2 | 2 | 9433.0 | 1578 | 7855.0 | 0.660 | 3910 | 81 | 0.653 | 0.167 | 3/15/2020 |
| 801048483 | Existing Customer | 34 | M | 3 | Uneducated | Divorced | $120K + | Blue | 28 | 4 | 3 | 3 | 9180.0 | 1814 | 7366.0 | 0.628 | 2646 | 49 | 0.633 | 0.198 | 5/8/2022 |
| 711913833 | Existing Customer | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 8818.0 | 1437 | 7381.0 | 0.649 | 1865 | 31 | 0.938 | 0.163 | 8/6/2020 |
| 715413483 | Existing Customer | 44 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4066.0 | 1028 | 3038.0 | 0.972 | 3888 | 77 | 0.604 | 0.253 | 8/19/2020 |
| 715750758 | Existing Customer | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 1 | 9031.0 | 1535 | 7496.0 | 0.690 | 1602 | 35 | 0.591 | 0.170 | 12/31/2022 |
| 714062958 | Existing Customer | 36 | M | 4 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 9887.0 | 994 | 8893.0 | 0.488 | 2552 | 64 | 0.455 | 0.101 | 10/21/2020 |
| 710458758 | Existing Customer | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 5 | 4161.0 | 2491 | 1670.0 | 0.410 | 1203 | 30 | 0.579 | 0.599 | 11/4/2020 |
| 719494983 | Existing Customer | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 15 | 6 | 3 | 3 | 2740.0 | 2069 | 671.0 | 0.418 | 1997 | 44 | 0.419 | 0.755 | 1/21/2019 |
| 710586483 | Attrited Customer | 26 | F | 0 | High School | Single | Unknown | Blue | 13 | 1 | 2 | 4 | 6152.0 | 0 | 6152.0 | 0.391 | 968 | 23 | 0.533 | 0.000 | 12/16/2022 |
| 772637058 | Existing Customer | 34 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 24 | 3 | 1 | 4 | 8167.0 | 1740 | 6427.0 | 1.455 | 2141 | 51 | 0.700 | 0.213 | 10/21/2019 |
| 718229133 | Existing Customer | 51 | M | 2 | College | Married | $120K + | Blue | 41 | 6 | 2 | 4 | 23742.0 | 0 | 23742.0 | 0.769 | 3783 | 57 | 0.676 | 0.000 | 9/10/2019 |
| 718423533 | Existing Customer | 57 | M | 3 | College | Unknown | $60K - $80K | Blue | 50 | 6 | 3 | 4 | 16791.0 | 1181 | 15610.0 | 0.550 | 2983 | 74 | 0.682 | 0.070 | 1/2/2022 |
| 781089708 | Existing Customer | 30 | M | 0 | Graduate | Divorced | $80K - $120K | Blue | 23 | 6 | 1 | 2 | 26783.0 | 1285 | 25498.0 | 0.590 | 2495 | 46 | 0.769 | 0.048 | 11/19/2021 |
| 773082033 | Existing Customer | 35 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 27 | 3 | 3 | 4 | 25516.0 | 1363 | 24153.0 | 1.172 | 2317 | 38 | 0.727 | 0.053 | 1/28/2020 |
| 815288583 | Existing Customer | 32 | M | 0 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 3 | 2 | 4815.0 | 1591 | 3224.0 | 1.409 | 2501 | 36 | 0.714 | 0.330 | 2/23/2022 |
| 720431433 | Existing Customer | 62 | M | 1 | Graduate | Married | Unknown | Blue | 36 | 5 | 2 | 2 | 3198.0 | 2308 | 890.0 | 0.724 | 1402 | 35 | 0.842 | 0.722 | 7/29/2021 |
| 709164408 | Attrited Customer | 32 | M | 1 | Uneducated | Married | Less than $40K | Blue | 23 | 1 | 3 | 3 | 2218.0 | 1696 | 522.0 | 0.367 | 730 | 20 | 0.429 | 0.765 | 1/10/2020 |
| 710567508 | Existing Customer | 53 | M | 3 | High School | Married | $80K - $120K | Blue | 44 | 4 | 2 | 3 | 23462.0 | 2202 | 21260.0 | 0.571 | 1387 | 33 | 0.650 | 0.094 | 5/13/2022 |
| 719427333 | Existing Customer | 55 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 4 | 4 | 2252.0 | 1737 | 515.0 | 0.685 | 1291 | 27 | 0.500 | 0.771 | 8/29/2021 |
| 714765408 | Existing Customer | 26 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2557.0 | 1990 | 567.0 | 0.575 | 2266 | 57 | 0.357 | 0.778 | 6/9/2019 |
| 709785783 | Attrited Customer | 35 | F | 0 | Graduate | Single | Less than $40K | Blue | 25 | 5 | 3 | 4 | 2300.0 | 0 | 2300.0 | 0.877 | 1485 | 34 | 0.478 | 0.000 | 6/25/2021 |
| 809290308 | Existing Customer | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 1 | 1 | 3540.0 | 1173 | 2367.0 | 1.106 | 1912 | 45 | 0.667 | 0.331 | 1/23/2021 |
| 779598183 | Existing Customer | 53 | M | 3 | Unknown | Single | $60K - $80K | Blue | 42 | 6 | 1 | 2 | 22938.0 | 1700 | 21238.0 | 0.636 | 3428 | 54 | 0.500 | 0.074 | 1/23/2020 |
| 779783508 | Existing Customer | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 13129.0 | 901 | 12228.0 | 0.825 | 2564 | 56 | 0.474 | 0.069 | 4/25/2020 |
| 719568333 | Existing Customer | 39 | M | 3 | Unknown | Single | $80K - $120K | Silver | 36 | 5 | 3 | 2 | 34516.0 | 1900 | 32616.0 | 1.002 | 1668 | 36 | 0.714 | 0.055 | 4/20/2020 |
| 719207733 | Existing Customer | 61 | F | 0 | High School | Married | Less than $40K | Blue | 53 | 5 | 2 | 0 | 3396.0 | 802 | 2594.0 | 0.548 | 1418 | 36 | 0.500 | 0.236 | 1/23/2019 |
| 715533108 | Existing Customer | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 4 | 3 | 4 | 4712.0 | 955 | 3757.0 | 0.855 | 2568 | 62 | 0.590 | 0.203 | 8/1/2021 |
| 714816258 | Existing Customer | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 7638.0 | 947 | 6691.0 | 0.682 | 2336 | 58 | 0.611 | 0.124 | 12/26/2020 |
| 787573683 | Existing Customer | 41 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 4 | 2 | 2 | 2624.0 | 1319 | 1305.0 | 0.768 | 4189 | 74 | 0.609 | 0.503 | 10/16/2021 |
| 804310758 | Existing Customer | 58 | M | 3 | Graduate | Married | $120K + | Blue | 52 | 5 | 2 | 5 | 17934.0 | 1578 | 16356.0 | 0.593 | 2005 | 48 | 0.778 | 0.088 | 2/25/2021 |
| 792912708 | Existing Customer | 45 | M | 5 | Graduate | Married | $40K - $60K | Silver | 39 | 3 | 1 | 5 | 15198.0 | 2098 | 13100.0 | 0.800 | 3183 | 64 | 0.730 | 0.138 | 11/22/2021 |
| 719078283 | Existing Customer | 57 | F | 4 | High School | Married | Less than $40K | Blue | 47 | 5 | 3 | 4 | 3191.0 | 2517 | 674.0 | 0.719 | 1501 | 35 | 0.591 | 0.789 | 9/20/2020 |
| 708620283 | Existing Customer | 35 | M | 1 | Unknown | Single | $60K - $80K | Blue | 25 | 6 | 3 | 2 | 6053.0 | 2001 | 4052.0 | 0.743 | 2208 | 59 | 0.595 | 0.331 | 10/14/2020 |
| 770985633 | Existing Customer | 39 | M | 2 | Unknown | Married | $40K - $60K | Blue | 26 | 6 | 1 | 2 | 5510.0 | 2027 | 3483.0 | 0.898 | 1980 | 42 | 0.680 | 0.368 | 7/22/2020 |
| 780094008 | Existing Customer | 55 | M | 3 | Doctorate | Married | $120K + | Blue | 40 | 4 | 3 | 1 | 12875.0 | 1119 | 11756.0 | 0.401 | 1624 | 40 | 0.429 | 0.087 | 1/4/2020 |
| 716420358 | Existing Customer | 41 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2602.0 | 1490 | 1112.0 | 0.660 | 3151 | 78 | 0.660 | 0.573 | 3/6/2021 |
| 825756333 | Existing Customer | 55 | F | 0 | Uneducated | Married | Less than $40K | Blue | 51 | 4 | 3 | 1 | 2041.0 | 1885 | 156.0 | 0.587 | 2118 | 48 | 0.778 | 0.924 | 4/26/2019 |
| 755273658 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2548.0 | 1683 | 865.0 | 0.750 | 2055 | 54 | 0.636 | 0.661 | 6/25/2020 |
| 709096908 | Existing Customer | 57 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 6 | 3 | 1 | 4698.0 | 984 | 3714.0 | 0.373 | 1865 | 35 | 0.458 | 0.209 | 12/5/2022 |
| 714840858 | Existing Customer | 40 | F | 3 | High School | Unknown | Less than $40K | Blue | 31 | 5 | 2 | 4 | 2222.0 | 1551 | 671.0 | 0.932 | 3302 | 65 | 0.585 | 0.698 | 6/24/2019 |
| 721205508 | Existing Customer | 47 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 8217.0 | 0 | 8217.0 | 0.678 | 1848 | 56 | 0.514 | 0.000 | 9/30/2020 |
| 786493908 | Existing Customer | 42 | F | 4 | Uneducated | Single | Less than $40K | Silver | 36 | 4 | 3 | 3 | 10091.0 | 0 | 10091.0 | 1.121 | 3347 | 64 | 0.778 | 0.000 | 4/25/2019 |
| 803963808 | Existing Customer | 39 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 4 | 3 | 5 | 19074.0 | 0 | 19074.0 | 0.804 | 3762 | 74 | 1.000 | 0.000 | 4/7/2022 |
| 806170158 | Existing Customer | 39 | M | 4 | Graduate | Single | $60K - $80K | Gold | 34 | 3 | 3 | 2 | 34516.0 | 542 | 33974.0 | 0.866 | 3899 | 78 | 0.857 | 0.016 | 1/20/2022 |
| 751469808 | Existing Customer | 36 | M | 3 | Graduate | Married | $120K + | Blue | 29 | 5 | 2 | 4 | 12852.0 | 1945 | 10907.0 | 0.659 | 1606 | 33 | 0.941 | 0.151 | 8/26/2022 |
| 721055058 | Existing Customer | 36 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 21 | 4 | 1 | 5 | 12763.0 | 2517 | 10246.0 | 1.631 | 2599 | 46 | 0.917 | 0.197 | 5/1/2021 |
| 709794333 | Existing Customer | 29 | M | 0 | Graduate | Married | Less than $40K | Blue | 19 | 6 | 2 | 4 | 2827.0 | 1430 | 1397.0 | 0.885 | 1608 | 30 | 1.308 | 0.506 | 1/25/2022 |
| 718361583 | Existing Customer | 56 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 3 | 3 | 5 | 8242.0 | 0 | 8242.0 | 0.434 | 1559 | 44 | 0.467 | 0.000 | 7/10/2019 |
| 714327183 | Existing Customer | 37 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 1 | 1825.0 | 1389 | 436.0 | 1.595 | 2878 | 54 | 0.636 | 0.761 | 4/18/2022 |
| 808909008 | Existing Customer | 61 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.589 | 1448 | 31 | 0.292 | 0.000 | 1/18/2019 |
| 716207508 | Existing Customer | 36 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 5497.0 | 1517 | 3980.0 | 0.624 | 1981 | 38 | 0.357 | 0.276 | 7/21/2020 |
| 768965208 | Existing Customer | 51 | F | 1 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 2 | 6778.0 | 865 | 5913.0 | 0.992 | 3158 | 71 | 0.775 | 0.128 | 5/20/2019 |
| 720185058 | Attrited Customer | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 4 | 4267.0 | 0 | 4267.0 | 0.862 | 1067 | 23 | 0.769 | 0.000 | 4/23/2020 |
| 715220508 | Existing Customer | 31 | F | 0 | High School | Married | Less than $40K | Blue | 22 | 4 | 2 | 1 | 3273.0 | 2517 | 756.0 | 1.465 | 2726 | 57 | 0.727 | 0.769 | 1/2/2021 |
| 712112733 | Existing Customer | 33 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 25 | 5 | 2 | 2 | 9371.0 | 1541 | 7830.0 | 0.781 | 2518 | 67 | 0.971 | 0.164 | 8/29/2020 |
| 712298883 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 3 | 3 | 1 | 1438.3 | 663 | 775.3 | 0.384 | 2987 | 73 | 0.622 | 0.461 | 11/19/2019 |
| 717813558 | Attrited Customer | 57 | F | 3 | High School | Single | Unknown | Blue | 36 | 1 | 4 | 2 | 8389.0 | 1960 | 6429.0 | 0.384 | 1334 | 38 | 0.407 | 0.234 | 4/8/2019 |
| 716823408 | Existing Customer | 65 | M | 0 | Doctorate | Single | Unknown | Blue | 56 | 3 | 2 | 2 | 28410.0 | 1608 | 26802.0 | 0.913 | 2278 | 77 | 1.139 | 0.057 | 4/26/2021 |
| 719089383 | Existing Customer | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 29 | 3 | 2 | 1 | 6168.0 | 2371 | 3797.0 | 0.668 | 4303 | 80 | 0.509 | 0.384 | 2/22/2021 |
| 710039208 | Existing Customer | 57 | F | 3 | Unknown | Single | Unknown | Blue | 40 | 3 | 3 | 1 | 2111.0 | 966 | 1145.0 | 0.923 | 3871 | 87 | 0.706 | 0.458 | 11/6/2021 |
| 780237033 | Existing Customer | 63 | F | 1 | Unknown | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 3141.0 | 1819 | 1322.0 | 0.497 | 1539 | 35 | 0.522 | 0.579 | 9/22/2019 |
| 720986958 | Existing Customer | 50 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 40 | 6 | 2 | 5 | 8307.0 | 2517 | 5790.0 | 1.743 | 2293 | 36 | 0.800 | 0.303 | 3/15/2021 |
| 709473708 | Existing Customer | 39 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 30753.0 | 1661 | 29092.0 | 0.681 | 1780 | 33 | 0.941 | 0.054 | 12/16/2019 |
| 708593883 | Existing Customer | 39 | M | 2 | College | Married | $60K - $80K | Blue | 26 | 3 | 1 | 4 | 2731.0 | 1573 | 1158.0 | 0.943 | 1813 | 38 | 0.727 | 0.576 | 2/3/2022 |
| 710241858 | Existing Customer | 39 | F | 4 | Unknown | Married | Less than $40K | Blue | 31 | 6 | 1 | 4 | 2890.0 | 0 | 2890.0 | 0.545 | 2040 | 36 | 0.440 | 0.000 | 6/9/2021 |
| 715392558 | Existing Customer | 52 | M | 1 | Unknown | Single | $120K + | Blue | 44 | 6 | 1 | 2 | 34516.0 | 0 | 34516.0 | 1.030 | 2848 | 56 | 0.750 | 0.000 | 5/28/2020 |
| 717399183 | Existing Customer | 37 | M | 1 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 3 | 1 | 8058.0 | 1176 | 6882.0 | 1.164 | 2774 | 52 | 0.625 | 0.146 | 9/2/2019 |
| 817925058 | Existing Customer | 50 | F | 2 | Uneducated | Married | Unknown | Blue | 45 | 6 | 1 | 4 | 5660.0 | 2401 | 3259.0 | 0.779 | 1932 | 35 | 0.346 | 0.424 | 12/28/2019 |
| 716029158 | Existing Customer | 59 | M | 0 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 4 | 5 | 4230.0 | 1366 | 2864.0 | 0.630 | 1480 | 35 | 0.458 | 0.323 | 7/7/2019 |
| 715043508 | Existing Customer | 38 | M | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 9515.0 | 0 | 9515.0 | 0.790 | 4642 | 61 | 0.605 | 0.000 | 2/23/2021 |
| 716610558 | Existing Customer | 65 | F | 0 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10962.0 | 1559 | 9403.0 | 0.708 | 2724 | 71 | 0.651 | 0.142 | 7/6/2022 |
| 716768808 | Existing Customer | 57 | M | 1 | Unknown | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 23848.0 | 1967 | 21881.0 | 0.462 | 1591 | 43 | 0.720 | 0.082 | 10/5/2022 |
| 795810633 | Existing Customer | 65 | M | 0 | Uneducated | Married | Unknown | Blue | 56 | 3 | 3 | 2 | 10144.0 | 1295 | 8849.0 | 0.758 | 1234 | 24 | 1.182 | 0.128 | 7/17/2019 |
| 779925033 | Existing Customer | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 22 | 4 | 3 | 4 | 2997.0 | 1969 | 1028.0 | 1.235 | 2807 | 60 | 0.714 | 0.657 | 3/10/2020 |
| 790225758 | Existing Customer | 41 | M | 2 | College | Single | $80K - $120K | Blue | 35 | 6 | 3 | 3 | 2647.0 | 620 | 2027.0 | 0.664 | 2262 | 47 | 0.424 | 0.234 | 5/1/2019 |
| 713879283 | Existing Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 1 | 2 | 4580.0 | 1300 | 3280.0 | 0.519 | 1694 | 34 | 0.700 | 0.284 | 8/11/2020 |
| 715968858 | Existing Customer | 28 | M | 0 | Post-Graduate | Married | Unknown | Blue | 13 | 4 | 1 | 2 | 2608.0 | 1630 | 978.0 | 0.521 | 1822 | 33 | 0.320 | 0.625 | 6/23/2019 |
| 767687208 | Existing Customer | 31 | M | 2 | Unknown | Single | $80K - $120K | Blue | 24 | 6 | 3 | 3 | 34516.0 | 1180 | 33336.0 | 0.801 | 2329 | 69 | 0.605 | 0.034 | 1/23/2019 |
| 778728783 | Existing Customer | 39 | F | 2 | Unknown | Married | Less than $40K | Blue | 19 | 5 | 3 | 1 | 3156.0 | 2095 | 1061.0 | 1.281 | 2739 | 56 | 0.750 | 0.664 | 8/17/2021 |
| 713637783 | Existing Customer | 44 | F | 3 | Graduate | Married | Unknown | Blue | 31 | 5 | 2 | 0 | 24936.0 | 2053 | 22883.0 | 0.716 | 1810 | 38 | 0.727 | 0.082 | 5/22/2020 |
| 718162908 | Existing Customer | 55 | M | 3 | College | Married | $80K - $120K | Blue | 42 | 3 | 2 | 1 | 26101.0 | 614 | 25487.0 | 0.397 | 1472 | 48 | 0.412 | 0.024 | 9/10/2020 |
| 708664008 | Existing Customer | 57 | M | 3 | College | Married | $80K - $120K | Blue | 45 | 6 | 3 | 4 | 14270.0 | 0 | 14270.0 | 0.398 | 1222 | 37 | 0.423 | 0.000 | 8/4/2020 |
| 711929058 | Existing Customer | 28 | M | 0 | High School | Married | Unknown | Blue | 21 | 5 | 3 | 5 | 25618.0 | 1209 | 24409.0 | 1.228 | 2157 | 49 | 1.882 | 0.047 | 5/2/2019 |
| 770781558 | Existing Customer | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 21 | 5 | 1 | 2 | 3230.0 | 2517 | 713.0 | 0.677 | 1914 | 31 | 0.348 | 0.779 | 8/11/2019 |
| 790048158 | Existing Customer | 46 | F | 4 | College | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 8881.0 | 1865 | 7016.0 | 1.279 | 2632 | 54 | 1.077 | 0.210 | 1/19/2021 |
| 721258158 | Existing Customer | 65 | F | 1 | Uneducated | Single | Unknown | Blue | 51 | 3 | 3 | 5 | 11037.0 | 1491 | 9546.0 | 0.651 | 2429 | 63 | 0.750 | 0.135 | 7/8/2022 |
| 786480183 | Existing Customer | 50 | F | 2 | Uneducated | Married | Unknown | Blue | 44 | 6 | 2 | 5 | 16763.0 | 0 | 16763.0 | 0.880 | 3626 | 69 | 0.683 | 0.000 | 2/13/2019 |
| 721378008 | Existing Customer | 31 | M | 0 | Uneducated | Divorced | $40K - $60K | Blue | 21 | 6 | 2 | 2 | 2621.0 | 1461 | 1160.0 | 0.775 | 2718 | 71 | 0.775 | 0.557 | 2/7/2021 |
| 786566733 | Existing Customer | 49 | M | 2 | Unknown | Single | $80K - $120K | Blue | 43 | 3 | 3 | 5 | 4939.0 | 1190 | 3749.0 | 0.557 | 3764 | 64 | 0.524 | 0.241 | 2/9/2019 |
| 794551383 | Existing Customer | 50 | F | 3 | College | Single | Less than $40K | Blue | 32 | 5 | 3 | 4 | 4419.0 | 1218 | 3201.0 | 0.879 | 4535 | 75 | 0.562 | 0.276 | 7/3/2020 |
| 820981383 | Existing Customer | 44 | F | 4 | High School | Divorced | Less than $40K | Blue | 39 | 5 | 1 | 4 | 9235.0 | 1796 | 7439.0 | 0.958 | 1739 | 42 | 0.448 | 0.194 | 6/27/2022 |
| 713366583 | Existing Customer | 63 | F | 1 | High School | Married | Less than $40K | Blue | 56 | 6 | 1 | 3 | 3055.0 | 1685 | 1370.0 | 0.541 | 1405 | 40 | 0.481 | 0.552 | 11/1/2022 |
| 767311008 | Existing Customer | 41 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 35 | 6 | 2 | 3 | 19412.0 | 770 | 18642.0 | 0.755 | 1576 | 41 | 0.952 | 0.040 | 12/4/2021 |
| 716624133 | Existing Customer | 56 | M | 1 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 12786.0 | 1880 | 10906.0 | 0.702 | 1205 | 19 | 0.462 | 0.147 | 2/14/2020 |
| 712727283 | Existing Customer | 55 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 4666.0 | 1275 | 3391.0 | 0.397 | 1281 | 28 | 0.750 | 0.273 | 11/21/2020 |
| 716059608 | Existing Customer | 48 | F | 4 | College | Single | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4894.0 | 1505 | 3389.0 | 0.780 | 3277 | 67 | 0.558 | 0.308 | 6/5/2021 |
| 708292833 | Existing Customer | 35 | M | 2 | High School | Single | $120K + | Blue | 36 | 4 | 2 | 3 | 27389.0 | 1250 | 26139.0 | 0.641 | 2754 | 60 | 0.463 | 0.046 | 6/12/2022 |
| 720013083 | Existing Customer | 30 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 18 | 6 | 3 | 2 | 2132.0 | 797 | 1335.0 | 0.779 | 3265 | 74 | 0.574 | 0.374 | 9/10/2020 |
| 710540883 | Existing Customer | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 24 | 5 | 3 | 2 | 6590.0 | 0 | 6590.0 | 0.714 | 2449 | 67 | 0.634 | 0.000 | 4/26/2022 |
| 709212183 | Existing Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3176.0 | 1470 | 1706.0 | 0.388 | 1634 | 53 | 0.472 | 0.463 | 9/18/2022 |
| 713424108 | Existing Customer | 37 | M | 1 | Graduate | Single | $60K - $80K | Blue | 27 | 4 | 1 | 3 | 4288.0 | 2349 | 1939.0 | 0.718 | 2591 | 57 | 0.541 | 0.548 | 8/22/2019 |
| 718476033 | Existing Customer | 65 | F | 0 | Uneducated | Single | Unknown | Blue | 56 | 5 | 3 | 5 | 20130.0 | 2355 | 17775.0 | 0.716 | 2444 | 49 | 0.633 | 0.117 | 11/9/2020 |
| 815001108 | Existing Customer | 48 | M | 2 | Doctorate | Single | Less than $40K | Blue | 43 | 3 | 3 | 2 | 5945.0 | 1685 | 4260.0 | 0.900 | 3598 | 67 | 0.718 | 0.283 | 5/2/2020 |
| 709802208 | Existing Customer | 37 | M | 1 | Graduate | Married | $40K - $60K | Blue | 17 | 3 | 1 | 4 | 3350.0 | 0 | 3350.0 | 1.316 | 2849 | 61 | 0.694 | 0.000 | 7/1/2019 |
| 713445183 | Existing Customer | 35 | M | 1 | High School | Married | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 4008.0 | 1841 | 2167.0 | 1.504 | 2794 | 58 | 1.148 | 0.459 | 2/8/2019 |
| 717310458 | Existing Customer | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 3 | 3 | 2 | 5780.0 | 938 | 4842.0 | 0.988 | 2960 | 65 | 0.757 | 0.162 | 4/5/2022 |
| 789158433 | Existing Customer | 49 | F | 2 | High School | Unknown | $40K - $60K | Blue | 38 | 4 | 1 | 2 | 2497.0 | 1674 | 823.0 | 0.701 | 2922 | 53 | 0.963 | 0.670 | 2/18/2020 |
| 788761608 | Existing Customer | 26 | F | 0 | High School | Single | Unknown | Blue | 13 | 3 | 3 | 4 | 10286.0 | 2286 | 8000.0 | 0.671 | 2564 | 57 | 0.462 | 0.222 | 5/25/2020 |
| 709916058 | Existing Customer | 58 | M | 1 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 2347.0 | 2163 | 184.0 | 0.615 | 1631 | 40 | 0.290 | 0.922 | 12/22/2022 |
| 789804933 | Existing Customer | 29 | F | 2 | Uneducated | Single | Unknown | Blue | 18 | 4 | 1 | 2 | 23125.0 | 1236 | 21889.0 | 0.995 | 2536 | 69 | 0.865 | 0.053 | 7/4/2019 |
| 780070833 | Existing Customer | 58 | F | 2 | Unknown | Married | Less than $40K | Blue | 43 | 6 | 2 | 2 | 3034.0 | 2517 | 517.0 | 0.630 | 1617 | 29 | 1.417 | 0.830 | 3/25/2021 |
| 772776033 | Existing Customer | 33 | M | 2 | College | Single | $80K - $120K | Blue | 23 | 3 | 4 | 3 | 7081.0 | 1874 | 5207.0 | 0.699 | 2249 | 47 | 1.350 | 0.265 | 2/9/2021 |
| 719804208 | Existing Customer | 36 | M | 2 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 1 | 3 | 6824.0 | 1873 | 4951.0 | 0.563 | 1933 | 48 | 0.655 | 0.274 | 3/27/2019 |
| 715077483 | Existing Customer | 47 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.3 | 772 | 666.3 | 1.451 | 2250 | 40 | 0.905 | 0.537 | 12/17/2021 |
| 717000858 | Existing Customer | 41 | M | 2 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 2 | 2 | 2683.0 | 1738 | 945.0 | 0.745 | 2274 | 52 | 0.733 | 0.648 | 8/9/2019 |
| 792402483 | Existing Customer | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 40 | 5 | 2 | 1 | 12280.0 | 985 | 11295.0 | 0.841 | 4263 | 70 | 1.000 | 0.080 | 9/17/2022 |
| 712973733 | Existing Customer | 58 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 14607.0 | 1480 | 13127.0 | 0.346 | 1393 | 38 | 0.462 | 0.101 | 12/8/2022 |
| 813213558 | Existing Customer | 53 | F | 1 | Doctorate | Single | Less than $40K | Blue | 48 | 4 | 3 | 3 | 2267.0 | 1469 | 798.0 | 0.716 | 3709 | 64 | 0.684 | 0.648 | 9/4/2021 |
| 718215033 | Existing Customer | 54 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 2556.0 | 2260 | 296.0 | 0.487 | 1401 | 30 | 0.579 | 0.884 | 6/6/2022 |
| 717207408 | Existing Customer | 39 | F | 1 | Uneducated | Divorced | Unknown | Blue | 34 | 4 | 1 | 2 | 12512.0 | 666 | 11846.0 | 0.914 | 2995 | 60 | 0.875 | 0.053 | 5/7/2019 |
| 711426033 | Existing Customer | 49 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 3 | 2 | 2 | 11332.0 | 946 | 10386.0 | 0.857 | 3806 | 65 | 0.667 | 0.083 | 11/3/2022 |
| 719233833 | Existing Customer | 35 | F | 3 | High School | Married | Less than $40K | Blue | 23 | 3 | 3 | 4 | 3073.0 | 526 | 2547.0 | 0.702 | 1944 | 55 | 0.618 | 0.171 | 10/16/2019 |
| 716864733 | Existing Customer | 47 | M | 3 | College | Married | $120K + | Silver | 27 | 6 | 3 | 3 | 34516.0 | 2315 | 32201.0 | 0.599 | 1805 | 46 | 0.704 | 0.067 | 5/21/2019 |
| 821168733 | Existing Customer | 38 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 3 | 5323.0 | 2301 | 3022.0 | 0.680 | 1783 | 33 | 0.650 | 0.432 | 11/7/2021 |
| 710135058 | Existing Customer | 56 | M | 1 | Graduate | Married | $80K - $120K | Blue | 44 | 3 | 1 | 0 | 9078.0 | 1501 | 7577.0 | 0.510 | 1543 | 34 | 0.545 | 0.165 | 7/13/2021 |
| 720228708 | Existing Customer | 56 | M | 2 | High School | Married | $120K + | Blue | 46 | 4 | 1 | 3 | 27029.0 | 1347 | 25682.0 | 0.381 | 1302 | 27 | 0.421 | 0.050 | 9/27/2019 |
| 718618458 | Existing Customer | 38 | M | 3 | High School | Single | $60K - $80K | Blue | 25 | 5 | 1 | 4 | 9859.0 | 1305 | 8554.0 | 0.722 | 4345 | 72 | 0.674 | 0.132 | 3/25/2020 |
| 719470458 | Attrited Customer | 46 | M | 3 | College | Single | $80K - $120K | Blue | 39 | 1 | 4 | 3 | 4026.0 | 243 | 3783.0 | 0.738 | 1102 | 27 | 0.800 | 0.060 | 4/29/2021 |
| 719587158 | Existing Customer | 37 | M | 1 | High School | Single | $40K - $60K | Blue | 25 | 3 | 2 | 3 | 2608.0 | 1799 | 809.0 | 0.732 | 2565 | 72 | 0.636 | 0.690 | 5/24/2019 |
| 715499808 | Existing Customer | 63 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 3552.0 | 2517 | 1035.0 | 0.465 | 1342 | 26 | 1.000 | 0.709 | 11/9/2021 |
| 718589133 | Existing Customer | 65 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 2 | 2 | 4613.0 | 1619 | 2994.0 | 0.697 | 2328 | 62 | 0.722 | 0.351 | 6/17/2019 |
| 789235383 | Existing Customer | 38 | M | 4 | College | Married | $80K - $120K | Blue | 27 | 5 | 2 | 4 | 10386.0 | 1909 | 8477.0 | 1.430 | 2119 | 52 | 1.080 | 0.184 | 12/28/2020 |
| 773364483 | Existing Customer | 45 | F | 4 | Doctorate | Unknown | Unknown | Silver | 39 | 4 | 1 | 2 | 34516.0 | 1298 | 33218.0 | 0.757 | 1906 | 39 | 0.773 | 0.038 | 3/2/2019 |
| 713548158 | Existing Customer | 26 | M | 0 | College | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2657.0 | 1611 | 1046.0 | 0.599 | 2349 | 41 | 0.464 | 0.606 | 5/21/2022 |
| 720264783 | Existing Customer | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 4 | 2 | 3 | 5031.0 | 1327 | 3704.0 | 0.553 | 1433 | 34 | 0.889 | 0.264 | 5/10/2019 |
| 715319958 | Attrited Customer | 48 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.0 | 787 | 33729.0 | 0.763 | 1312 | 32 | 0.600 | 0.023 | 4/21/2019 |
| 710528583 | Existing Customer | 26 | F | 0 | Unknown | Single | $40K - $60K | Blue | 16 | 6 | 2 | 4 | 1612.0 | 835 | 777.0 | 0.588 | 2148 | 40 | 0.379 | 0.518 | 5/6/2021 |
| 809990883 | Existing Customer | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 2 | 2 | 2423.0 | 1773 | 650.0 | 0.574 | 2038 | 64 | 0.362 | 0.732 | 10/14/2022 |
| 714412308 | Attrited Customer | 33 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 5 | 7140.0 | 0 | 7140.0 | 0.401 | 916 | 18 | 0.200 | 0.000 | 1/26/2021 |
| 772303458 | Existing Customer | 62 | F | 0 | Doctorate | Married | $40K - $60K | Blue | 51 | 3 | 3 | 2 | 3377.0 | 948 | 2429.0 | 0.461 | 1407 | 44 | 0.467 | 0.281 | 3/26/2022 |
| 721243083 | Attrited Customer | 55 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 41 | 1 | 3 | 4 | 34516.0 | 2408 | 32108.0 | 0.796 | 1187 | 40 | 0.600 | 0.070 | 3/11/2019 |
| 711990933 | Existing Customer | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 3 | 2 | 2295.0 | 0 | 2295.0 | 0.699 | 3292 | 62 | 0.824 | 0.000 | 3/21/2021 |
| 819977058 | Existing Customer | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 41 | 3 | 3 | 2 | 3150.0 | 1543 | 1607.0 | 0.998 | 3432 | 71 | 0.972 | 0.490 | 6/9/2020 |
| 721467258 | Existing Customer | 58 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 5 | 2165.0 | 1135 | 1030.0 | 0.707 | 1541 | 33 | 0.833 | 0.524 | 10/13/2019 |
| 719976558 | Existing Customer | 47 | M | 2 | Graduate | Unknown | $60K - $80K | Blue | 34 | 3 | 2 | 4 | 4249.0 | 1562 | 2687.0 | 0.773 | 1881 | 49 | 0.815 | 0.368 | 2/17/2019 |
| 718824783 | Existing Customer | 50 | M | 2 | Unknown | Divorced | $60K - $80K | Blue | 41 | 6 | 1 | 3 | 2966.0 | 1433 | 1533.0 | 0.490 | 1986 | 50 | 0.613 | 0.483 | 5/5/2019 |
| 713303733 | Existing Customer | 53 | M | 1 | Graduate | Married | $120K + | Blue | 41 | 6 | 3 | 2 | 1612.0 | 744 | 868.0 | 0.636 | 1564 | 33 | 0.500 | 0.462 | 9/26/2022 |
| 711129483 | Existing Customer | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 14593.0 | 1504 | 13089.0 | 0.668 | 3447 | 72 | 0.895 | 0.103 | 4/28/2019 |
| 779618433 | Existing Customer | 48 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 38 | 6 | 3 | 2 | 8327.0 | 1551 | 6776.0 | 0.463 | 4428 | 82 | 0.822 | 0.186 | 10/6/2021 |
| 797757333 | Existing Customer | 43 | M | 3 | Post-Graduate | Married | $60K - $80K | Gold | 37 | 6 | 1 | 2 | 34516.0 | 1580 | 32936.0 | 0.707 | 4149 | 86 | 0.755 | 0.046 | 2/13/2020 |
| 814497483 | Existing Customer | 60 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 55 | 6 | 1 | 2 | 6479.0 | 1393 | 5086.0 | 0.468 | 1618 | 47 | 0.958 | 0.215 | 11/9/2020 |
| 709623483 | Existing Customer | 56 | M | 2 | High School | Married | $120K + | Blue | 41 | 4 | 1 | 3 | 18442.0 | 1470 | 16972.0 | 0.491 | 1281 | 36 | 0.800 | 0.080 | 5/31/2022 |
| 709056558 | Existing Customer | 43 | F | 3 | College | Married | $40K - $60K | Blue | 31 | 5 | 3 | 2 | 2800.0 | 2517 | 283.0 | 0.816 | 1994 | 41 | 0.640 | 0.899 | 4/12/2022 |
| 708238833 | Existing Customer | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3032.0 | 2215 | 817.0 | 0.408 | 1387 | 30 | 0.579 | 0.731 | 11/24/2022 |
| 813261408 | Existing Customer | 52 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 6 | 3 | 3 | 2151.0 | 1338 | 813.0 | 0.926 | 3446 | 58 | 1.000 | 0.622 | 8/4/2021 |
| 720424608 | Existing Customer | 56 | F | 1 | Unknown | Married | Unknown | Blue | 36 | 6 | 3 | 2 | 24073.0 | 1084 | 22989.0 | 0.847 | 1341 | 37 | 1.176 | 0.045 | 7/1/2020 |
| 798022683 | Attrited Customer | 43 | M | 1 | Graduate | Married | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 25517.0 | 321 | 25196.0 | 0.769 | 2508 | 44 | 0.294 | 0.013 | 11/6/2022 |
| 769756983 | Existing Customer | 38 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 3 | 1 | 2 | 7709.0 | 2227 | 5482.0 | 1.295 | 2520 | 61 | 0.848 | 0.289 | 7/16/2022 |
| 712674183 | Existing Customer | 53 | M | 2 | College | Married | $40K - $60K | Blue | 33 | 3 | 3 | 1 | 4065.0 | 2180 | 1885.0 | 0.321 | 1271 | 36 | 0.200 | 0.536 | 4/7/2020 |
| 708900408 | Existing Customer | 52 | F | 1 | Graduate | Divorced | Unknown | Blue | 35 | 3 | 2 | 4 | 13169.0 | 1499 | 11670.0 | 0.603 | 4370 | 83 | 0.537 | 0.114 | 7/9/2021 |
| 713625483 | Existing Customer | 58 | M | 2 | College | Married | $80K - $120K | Blue | 44 | 3 | 2 | 2 | 11811.0 | 2508 | 9303.0 | 0.476 | 1469 | 29 | 0.812 | 0.212 | 9/9/2022 |
| 716869458 | Existing Customer | 34 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 6 | 1 | 7440.0 | 704 | 6736.0 | 0.551 | 2251 | 63 | 0.537 | 0.095 | 4/23/2020 |
| 788723133 | Existing Customer | 36 | M | 1 | High School | Single | $40K - $60K | Blue | 20 | 5 | 1 | 2 | 12714.0 | 976 | 11738.0 | 0.649 | 2240 | 53 | 0.395 | 0.077 | 3/7/2020 |
| 794462133 | Existing Customer | 55 | F | 0 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 1 | 3 | 3735.0 | 1978 | 1757.0 | 0.675 | 1749 | 41 | 0.577 | 0.530 | 6/9/2022 |
| 712604133 | Existing Customer | 54 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 1 | 4 | 25882.0 | 1699 | 24183.0 | 0.428 | 1736 | 48 | 0.371 | 0.066 | 10/28/2019 |
| 714397983 | Existing Customer | 36 | M | 2 | College | Married | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 3877.0 | 1495 | 2382.0 | 0.783 | 1942 | 42 | 0.750 | 0.386 | 2/12/2020 |
| 788269158 | Existing Customer | 35 | F | 2 | Graduate | Single | Unknown | Blue | 27 | 4 | 3 | 0 | 3280.0 | 1806 | 1474.0 | 0.963 | 2534 | 78 | 0.950 | 0.551 | 8/14/2020 |
| 715898058 | Existing Customer | 53 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 5 | 1 | 3 | 11023.0 | 0 | 11023.0 | 0.539 | 1656 | 41 | 0.367 | 0.000 | 12/12/2019 |
| 711906033 | Existing Customer | 48 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 4 | 2 | 2 | 6182.0 | 1131 | 5051.0 | 0.566 | 3546 | 63 | 0.615 | 0.183 | 12/11/2020 |
| 711367308 | Existing Customer | 37 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 19 | 3 | 3 | 4 | 2186.0 | 1185 | 1001.0 | 0.998 | 2614 | 67 | 0.861 | 0.542 | 8/6/2020 |
| 790186458 | Existing Customer | 45 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 39 | 3 | 1 | 0 | 17996.0 | 864 | 17132.0 | 0.597 | 1589 | 30 | 0.667 | 0.048 | 11/12/2020 |
| 712040433 | Existing Customer | 54 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2306.0 | 2200 | 106.0 | 0.697 | 2097 | 57 | 0.541 | 0.954 | 11/27/2019 |
| 709616958 | Existing Customer | 38 | M | 2 | High School | Single | $60K - $80K | Silver | 30 | 4 | 3 | 4 | 26556.0 | 1583 | 24973.0 | 0.694 | 3168 | 73 | 0.738 | 0.060 | 6/9/2022 |
| 714633858 | Existing Customer | 35 | F | 2 | College | Married | Less than $40K | Blue | 18 | 3 | 3 | 2 | 5779.0 | 2517 | 3262.0 | 1.201 | 2102 | 32 | 1.133 | 0.436 | 1/2/2019 |
| 794818833 | Existing Customer | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 1 | 2 | 5494.0 | 2078 | 3416.0 | 0.790 | 2661 | 58 | 0.871 | 0.378 | 6/27/2022 |
| 711219333 | Existing Customer | 33 | M | 1 | Post-Graduate | Married | $120K + | Blue | 14 | 6 | 1 | 0 | 7571.0 | 2264 | 5307.0 | 0.696 | 2273 | 49 | 0.485 | 0.299 | 6/23/2020 |
| 713384508 | Existing Customer | 28 | M | 1 | High School | Single | Less than $40K | Blue | 14 | 4 | 3 | 1 | 2897.0 | 1398 | 1499.0 | 0.907 | 2698 | 73 | 0.872 | 0.483 | 6/27/2020 |
| 772514808 | Existing Customer | 36 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 3131.0 | 2379 | 752.0 | 0.748 | 2315 | 63 | 0.853 | 0.760 | 4/30/2020 |
| 710808108 | Existing Customer | 34 | F | 3 | College | Divorced | Less than $40K | Blue | 27 | 3 | 3 | 2 | 4274.0 | 2517 | 1757.0 | 0.666 | 2257 | 54 | 0.800 | 0.589 | 2/27/2020 |
| 778973658 | Existing Customer | 55 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 4 | 4980.0 | 906 | 4074.0 | 0.721 | 2273 | 66 | 0.886 | 0.182 | 7/30/2019 |
| 712005108 | Existing Customer | 61 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 48 | 3 | 3 | 3 | 3156.0 | 2155 | 1001.0 | 0.438 | 1376 | 44 | 0.571 | 0.683 | 9/19/2021 |
| 804577833 | Existing Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 1 | 0 | 6861.0 | 2101 | 4760.0 | 0.464 | 3974 | 63 | 0.909 | 0.306 | 2/25/2020 |
| 715028283 | Existing Customer | 54 | M | 1 | Graduate | Married | $80K - $120K | Blue | 46 | 3 | 3 | 2 | 15554.0 | 2497 | 13057.0 | 1.027 | 2836 | 61 | 0.605 | 0.161 | 4/23/2019 |
| 789786258 | Existing Customer | 39 | M | 2 | High School | Married | $80K - $120K | Blue | 28 | 3 | 2 | 4 | 26570.0 | 1915 | 24655.0 | 1.454 | 2118 | 33 | 1.062 | 0.072 | 1/15/2019 |
| 715421058 | Existing Customer | 51 | M | 1 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 22224.0 | 979 | 21245.0 | 1.255 | 3346 | 69 | 1.156 | 0.044 | 6/30/2022 |
| 797166633 | Existing Customer | 47 | M | 2 | Unknown | Single | $80K - $120K | Blue | 41 | 6 | 2 | 4 | 10606.0 | 1713 | 8893.0 | 0.899 | 2694 | 61 | 0.906 | 0.162 | 9/25/2022 |
| 711041508 | Existing Customer | 37 | F | 1 | High School | Married | $40K - $60K | Blue | 25 | 4 | 3 | 4 | 5865.0 | 2517 | 3348.0 | 1.348 | 2623 | 47 | 1.350 | 0.429 | 6/18/2021 |
| 712847208 | Existing Customer | 47 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 5369.0 | 1854 | 3515.0 | 0.959 | 1898 | 50 | 0.786 | 0.345 | 1/18/2019 |
| 779174133 | Existing Customer | 56 | M | 3 | Uneducated | Married | $120K + | Blue | 43 | 5 | 1 | 5 | 5188.0 | 753 | 4435.0 | 0.591 | 1540 | 30 | 0.429 | 0.145 | 4/28/2019 |
| 715680933 | Existing Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 17742.0 | 1463 | 16279.0 | 0.803 | 3369 | 55 | 0.774 | 0.082 | 7/4/2020 |
| 770871708 | Existing Customer | 62 | M | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 5 | 1 | 5 | 2591.0 | 0 | 2591.0 | 0.601 | 2123 | 56 | 0.697 | 0.000 | 2/21/2019 |
| 772643058 | Existing Customer | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 2 | 3 | 2800.0 | 1834 | 966.0 | 0.615 | 1571 | 36 | 0.636 | 0.655 | 12/7/2022 |
| 718199133 | Existing Customer | 57 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 6543.0 | 2260 | 4283.0 | 0.448 | 1519 | 31 | 0.632 | 0.345 | 8/13/2021 |
| 721475133 | Existing Customer | 54 | F | 1 | Doctorate | Single | Unknown | Blue | 36 | 6 | 3 | 4 | 26053.0 | 829 | 25224.0 | 0.669 | 2768 | 70 | 0.628 | 0.032 | 11/11/2020 |
| 766322883 | Existing Customer | 33 | F | 3 | College | Single | $40K - $60K | Blue | 26 | 6 | 3 | 5 | 6316.0 | 1344 | 4972.0 | 0.823 | 2401 | 71 | 0.732 | 0.213 | 10/17/2019 |
| 771197433 | Existing Customer | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 2 | 4 | 4658.0 | 588 | 4070.0 | 0.856 | 1351 | 30 | 1.500 | 0.126 | 6/29/2022 |
| 709516458 | Existing Customer | 30 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 22 | 3 | 3 | 3 | 6476.0 | 0 | 6476.0 | 0.551 | 2723 | 66 | 0.650 | 0.000 | 4/21/2020 |
| 716456808 | Existing Customer | 36 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 5 | 8087.0 | 1263 | 6824.0 | 0.615 | 2429 | 69 | 0.643 | 0.156 | 6/10/2019 |
| 716819958 | Existing Customer | 60 | M | 2 | Graduate | Married | $60K - $80K | Blue | 50 | 3 | 1 | 2 | 9033.0 | 845 | 8188.0 | 0.663 | 1661 | 35 | 0.400 | 0.094 | 9/18/2020 |
| 779449308 | Existing Customer | 46 | F | 4 | High School | Single | Less than $40K | Blue | 28 | 6 | 3 | 4 | 3206.0 | 0 | 3206.0 | 1.065 | 3253 | 72 | 0.532 | 0.000 | 3/27/2020 |
| 784891458 | Existing Customer | 55 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 4 | 3 | 3 | 28751.0 | 2158 | 26593.0 | 0.536 | 1502 | 34 | 0.789 | 0.075 | 2/24/2022 |
| 790004883 | Existing Customer | 55 | M | 1 | High School | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 2938.0 | 1995 | 943.0 | 0.514 | 1352 | 30 | 0.429 | 0.679 | 8/2/2021 |
| 770262183 | Existing Customer | 31 | M | 0 | Uneducated | Single | Less than $40K | Blue | 25 | 5 | 2 | 2 | 5715.0 | 1741 | 3974.0 | 0.816 | 2324 | 67 | 1.030 | 0.305 | 1/18/2022 |
| 715277583 | Existing Customer | 55 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2111.0 | 1209 | 902.0 | 0.594 | 2803 | 61 | 0.605 | 0.573 | 9/22/2019 |
| 815510883 | Existing Customer | 36 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 3 | 2 | 5 | 11862.0 | 2282 | 9580.0 | 0.837 | 2576 | 74 | 0.850 | 0.192 | 12/27/2020 |
| 713997183 | Existing Customer | 34 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2791.0 | 2160 | 631.0 | 0.825 | 2214 | 56 | 0.600 | 0.774 | 1/10/2022 |
| 715107033 | Existing Customer | 33 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 6551.0 | 1440 | 5111.0 | 0.629 | 2429 | 77 | 0.453 | 0.220 | 4/20/2020 |
| 720706008 | Existing Customer | 30 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 16 | 5 | 3 | 5 | 4533.0 | 1977 | 2556.0 | 0.664 | 2679 | 69 | 0.605 | 0.436 | 1/9/2020 |
| 710108133 | Existing Customer | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 1854.0 | 1528 | 326.0 | 0.444 | 1307 | 39 | 0.393 | 0.824 | 11/27/2022 |
| 718983333 | Existing Customer | 53 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 43 | 6 | 1 | 3 | 6704.0 | 1354 | 5350.0 | 0.411 | 1331 | 30 | 0.364 | 0.202 | 3/29/2021 |
| 714030183 | Existing Customer | 59 | M | 0 | Graduate | Single | $80K - $120K | Silver | 36 | 5 | 3 | 3 | 34516.0 | 1494 | 33022.0 | 1.229 | 3259 | 65 | 0.585 | 0.043 | 2/12/2020 |
| 710496708 | Existing Customer | 41 | M | 2 | College | Single | $120K + | Blue | 32 | 6 | 3 | 2 | 5489.0 | 1513 | 3976.0 | 0.870 | 4085 | 65 | 0.548 | 0.276 | 8/18/2020 |
| 714935883 | Existing Customer | 45 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 10619.0 | 607 | 10012.0 | 0.883 | 4074 | 65 | 0.477 | 0.057 | 9/14/2019 |
| 718972758 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 3 | 2481.0 | 1287 | 1194.0 | 0.465 | 1825 | 51 | 0.821 | 0.519 | 10/12/2021 |
| 711827958 | Existing Customer | 57 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 47 | 4 | 4 | 1 | 5100.0 | 1970 | 3130.0 | 0.371 | 1032 | 26 | 0.368 | 0.386 | 5/5/2021 |
| 778724058 | Existing Customer | 63 | M | 0 | Doctorate | Single | $40K - $60K | Blue | 49 | 5 | 4 | 3 | 5905.0 | 726 | 5179.0 | 0.850 | 3982 | 65 | 0.857 | 0.123 | 3/8/2020 |
| 809620833 | Existing Customer | 35 | F | 3 | Unknown | Single | Unknown | Blue | 30 | 3 | 3 | 2 | 9293.0 | 0 | 9293.0 | 0.897 | 2314 | 59 | 1.034 | 0.000 | 12/13/2021 |
| 718920708 | Existing Customer | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 25 | 5 | 3 | 3 | 5240.0 | 1451 | 3789.0 | 1.198 | 2172 | 38 | 0.810 | 0.277 | 3/21/2021 |
| 771051783 | Existing Customer | 53 | M | 3 | High School | Married | $120K + | Blue | 40 | 6 | 2 | 5 | 4182.0 | 741 | 3441.0 | 0.885 | 1297 | 24 | 1.182 | 0.177 | 3/18/2020 |
| 715970133 | Existing Customer | 33 | F | 4 | College | Divorced | Less than $40K | Blue | 24 | 6 | 2 | 2 | 9857.0 | 0 | 9857.0 | 0.699 | 3448 | 103 | 0.635 | 0.000 | 10/21/2020 |
| 806889633 | Existing Customer | 38 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 4 | 20117.0 | 1226 | 18891.0 | 1.400 | 2906 | 58 | 1.000 | 0.061 | 9/14/2020 |
| 717338733 | Existing Customer | 31 | M | 0 | High School | Divorced | Less than $40K | Blue | 22 | 3 | 2 | 3 | 6012.0 | 0 | 6012.0 | 0.968 | 2801 | 72 | 0.674 | 0.000 | 3/25/2020 |
| 779223858 | Existing Customer | 37 | M | 2 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 2 | 4 | 6369.0 | 0 | 6369.0 | 1.454 | 2675 | 47 | 1.136 | 0.000 | 7/20/2019 |
| 769980333 | Existing Customer | 36 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 30 | 4 | 2 | 5 | 13005.0 | 2152 | 10853.0 | 1.424 | 3023 | 53 | 0.767 | 0.165 | 1/19/2022 |
| 716112933 | Attrited Customer | 39 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 1575.0 | 592 | 983.0 | 0.236 | 644 | 15 | 0.154 | 0.376 | 4/18/2021 |
| 788783133 | Existing Customer | 58 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 3 | 6679.0 | 1207 | 5472.0 | 0.538 | 1649 | 29 | 0.381 | 0.181 | 3/23/2020 |
| 816325533 | Existing Customer | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 3 | 5 | 6458.0 | 1802 | 4656.0 | 0.923 | 2315 | 49 | 0.581 | 0.279 | 12/19/2019 |
| 720113433 | Existing Customer | 61 | M | 0 | Unknown | Single | $60K - $80K | Blue | 48 | 3 | 2 | 4 | 20803.0 | 1446 | 19357.0 | 0.736 | 2073 | 43 | 0.654 | 0.070 | 4/12/2022 |
| 717233058 | Existing Customer | 34 | M | 4 | Unknown | Married | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 5540.0 | 1240 | 4300.0 | 0.843 | 1524 | 31 | 0.824 | 0.224 | 3/31/2020 |
| 710233683 | Existing Customer | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 2801.0 | 2403 | 398.0 | 0.884 | 1526 | 44 | 1.000 | 0.858 | 5/25/2021 |
| 778327908 | Existing Customer | 50 | M | 2 | Uneducated | Single | Less than $40K | Blue | 40 | 4 | 3 | 5 | 2419.0 | 2380 | 39.0 | 0.695 | 4099 | 73 | 0.659 | 0.984 | 3/31/2019 |
| 716400633 | Existing Customer | 33 | M | 3 | High School | Single | $40K - $60K | Blue | 24 | 6 | 3 | 3 | 5156.0 | 1427 | 3729.0 | 0.480 | 2057 | 54 | 0.421 | 0.277 | 4/23/2020 |
| 787488108 | Existing Customer | 48 | F | 1 | High School | Married | Unknown | Blue | 36 | 6 | 4 | 4 | 14228.0 | 1953 | 12275.0 | 0.651 | 1970 | 51 | 0.645 | 0.137 | 11/8/2021 |
| 771649083 | Existing Customer | 63 | M | 0 | High School | Married | $80K - $120K | Blue | 51 | 3 | 3 | 4 | 10257.0 | 1021 | 9236.0 | 0.467 | 1508 | 30 | 0.429 | 0.100 | 1/19/2020 |
| 789853533 | Attrited Customer | 54 | M | 3 | High School | Married | $40K - $60K | Blue | 44 | 2 | 1 | 5 | 3032.0 | 0 | 3032.0 | 0.949 | 1037 | 14 | 2.500 | 0.000 | 3/21/2019 |
| 806256333 | Attrited Customer | 41 | M | 4 | Graduate | Unknown | $60K - $80K | Blue | 36 | 2 | 3 | 5 | 1438.3 | 312 | 1126.3 | 0.657 | 1786 | 26 | 0.733 | 0.217 | 12/21/2022 |
| 796336833 | Existing Customer | 51 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 45 | 5 | 2 | 4 | 32096.0 | 0 | 32096.0 | 0.766 | 2619 | 69 | 0.917 | 0.000 | 10/27/2019 |
| 713763633 | Existing Customer | 54 | F | 2 | Graduate | Married | Unknown | Blue | 46 | 5 | 3 | 2 | 3014.0 | 794 | 2220.0 | 0.500 | 1488 | 30 | 0.579 | 0.263 | 1/9/2022 |
| 710942358 | Existing Customer | 47 | M | 4 | Unknown | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 5762.0 | 1890 | 3872.0 | 0.938 | 3814 | 88 | 0.660 | 0.328 | 7/19/2019 |
| 713974533 | Existing Customer | 52 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 45 | 5 | 1 | 3 | 2555.0 | 1701 | 854.0 | 1.492 | 3127 | 45 | 1.250 | 0.666 | 9/6/2020 |
| 787231233 | Existing Customer | 34 | M | 5 | Post-Graduate | Single | $80K - $120K | Silver | 28 | 3 | 3 | 2 | 34516.0 | 1731 | 32785.0 | 0.605 | 2421 | 63 | 0.575 | 0.050 | 8/31/2021 |
| 719810583 | Existing Customer | 64 | M | 0 | High School | Married | Less than $40K | Blue | 54 | 4 | 3 | 2 | 2140.0 | 1361 | 779.0 | 0.460 | 1280 | 34 | 1.000 | 0.636 | 10/10/2022 |
| 717124983 | Existing Customer | 62 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 43 | 3 | 1 | 1 | 4760.0 | 0 | 4760.0 | 0.564 | 1459 | 20 | 0.538 | 0.000 | 4/4/2019 |
| 787523283 | Existing Customer | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 27 | 6 | 2 | 5 | 26372.0 | 1365 | 25007.0 | 1.394 | 2291 | 56 | 1.000 | 0.052 | 4/21/2020 |
| 719493858 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 2 | 2 | 8203.0 | 654 | 7549.0 | 0.588 | 2910 | 63 | 0.909 | 0.080 | 5/28/2019 |
| 709897983 | Existing Customer | 35 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 24 | 5 | 2 | 3 | 2655.0 | 1527 | 1128.0 | 0.715 | 1921 | 26 | 0.444 | 0.575 | 9/22/2020 |
| 717225258 | Existing Customer | 35 | M | 2 | Graduate | Single | $120K + | Blue | 27 | 6 | 2 | 2 | 13655.0 | 1048 | 12607.0 | 0.509 | 2383 | 59 | 0.595 | 0.077 | 1/1/2022 |
| 803148033 | Existing Customer | 54 | M | 1 | College | Married | $80K - $120K | Blue | 48 | 6 | 1 | 5 | 12169.0 | 1935 | 10234.0 | 0.435 | 1599 | 38 | 0.652 | 0.159 | 10/13/2022 |
| 779474958 | Existing Customer | 35 | F | 3 | Unknown | Single | Less than $40K | Blue | 17 | 6 | 1 | 1 | 2956.0 | 1823 | 1133.0 | 0.969 | 2144 | 58 | 0.812 | 0.617 | 5/29/2019 |
| 712060158 | Existing Customer | 35 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 18 | 6 | 2 | 3 | 2598.0 | 1645 | 953.0 | 0.765 | 2483 | 59 | 0.903 | 0.633 | 4/22/2019 |
| 713292933 | Existing Customer | 36 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 5 | 2 | 2 | 10566.0 | 726 | 9840.0 | 0.893 | 2156 | 64 | 1.207 | 0.069 | 5/22/2022 |
| 710982858 | Existing Customer | 33 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 8232.0 | 2259 | 5973.0 | 1.158 | 2849 | 67 | 1.310 | 0.274 | 2/19/2019 |
| 714542058 | Existing Customer | 53 | M | 1 | Graduate | Unknown | $60K - $80K | Silver | 44 | 5 | 2 | 1 | 26365.0 | 680 | 25685.0 | 0.498 | 3411 | 68 | 0.789 | 0.026 | 6/12/2021 |
| 712319058 | Existing Customer | 37 | F | 1 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 3 | 0 | 4671.0 | 1933 | 2738.0 | 0.986 | 2468 | 58 | 0.706 | 0.414 | 9/24/2021 |
| 744483633 | Existing Customer | 35 | M | 3 | Graduate | Married | $120K + | Blue | 28 | 4 | 3 | 2 | 14869.0 | 0 | 14869.0 | 1.624 | 2753 | 48 | 1.087 | 0.000 | 1/2/2021 |
| 714947883 | Existing Customer | 59 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 2300.0 | 1965 | 335.0 | 0.596 | 1693 | 27 | 0.688 | 0.854 | 8/28/2020 |
| 788776908 | Existing Customer | 47 | M | 1 | Unknown | Unknown | $80K - $120K | Blue | 28 | 6 | 1 | 4 | 2797.0 | 1802 | 995.0 | 0.675 | 3525 | 63 | 0.750 | 0.644 | 9/17/2022 |
| 714802458 | Existing Customer | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 30 | 5 | 2 | 1 | 2657.0 | 2115 | 542.0 | 0.688 | 3580 | 77 | 0.711 | 0.796 | 8/9/2021 |
| 721485708 | Existing Customer | 58 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 46 | 6 | 1 | 3 | 9149.0 | 1806 | 7343.0 | 0.350 | 1220 | 36 | 0.333 | 0.197 | 7/26/2022 |
| 716378658 | Existing Customer | 55 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2629.0 | 1476 | 1153.0 | 0.537 | 1725 | 41 | 0.414 | 0.561 | 10/7/2022 |
| 713375658 | Existing Customer | 37 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 17 | 6 | 3 | 3 | 3176.0 | 0 | 3176.0 | 0.652 | 2298 | 67 | 0.457 | 0.000 | 2/21/2021 |
| 717828108 | Existing Customer | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 1 | 0 | 21875.0 | 2517 | 19358.0 | 0.409 | 1327 | 31 | 0.409 | 0.115 | 2/12/2019 |
| 788784258 | Existing Customer | 60 | M | 2 | High School | Married | Unknown | Blue | 41 | 5 | 2 | 4 | 3007.0 | 1664 | 1343.0 | 0.340 | 1475 | 31 | 0.632 | 0.553 | 5/24/2022 |
| 718875483 | Existing Customer | 50 | M | 1 | College | Married | $60K - $80K | Blue | 40 | 4 | 2 | 4 | 17404.0 | 1745 | 15659.0 | 0.540 | 4491 | 78 | 0.660 | 0.100 | 1/31/2022 |
| 811111083 | Existing Customer | 56 | M | 2 | High School | Married | $60K - $80K | Blue | 51 | 5 | 6 | 3 | 2863.0 | 2517 | 346.0 | 0.583 | 1458 | 39 | 0.696 | 0.879 | 4/10/2019 |
| 715749108 | Existing Customer | 48 | M | 3 | Graduate | Married | $60K - $80K | Gold | 37 | 5 | 1 | 2 | 34516.0 | 2429 | 32087.0 | 0.742 | 3205 | 57 | 0.727 | 0.070 | 11/23/2019 |
| 780197133 | Existing Customer | 40 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 4 | 1 | 1 | 13919.0 | 1266 | 12653.0 | 0.438 | 3699 | 67 | 0.523 | 0.091 | 1/1/2019 |
| 719146008 | Attrited Customer | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 39 | 4 | 4 | 3 | 18672.0 | 2517 | 16155.0 | 0.799 | 1126 | 35 | 0.591 | 0.135 | 8/5/2021 |
| 717727308 | Existing Customer | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 4204.0 | 499 | 3705.0 | 0.635 | 4740 | 67 | 0.523 | 0.119 | 7/4/2022 |
| 718445883 | Existing Customer | 61 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 6859.0 | 2489 | 4370.0 | 0.650 | 1617 | 26 | 1.000 | 0.363 | 7/3/2020 |
| 795997908 | Existing Customer | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 6 | 3 | 3 | 16050.0 | 1480 | 14570.0 | 1.326 | 3215 | 56 | 0.806 | 0.092 | 8/7/2020 |
| 710159658 | Existing Customer | 46 | M | 5 | High School | Married | $120K + | Blue | 32 | 5 | 2 | 2 | 34516.0 | 1024 | 33492.0 | 0.720 | 2436 | 71 | 0.651 | 0.030 | 12/6/2021 |
| 716068683 | Existing Customer | 28 | M | 0 | Uneducated | Divorced | Unknown | Blue | 36 | 3 | 3 | 3 | 16766.0 | 1535 | 15231.0 | 1.042 | 3093 | 77 | 0.878 | 0.092 | 4/5/2022 |
| 778844433 | Existing Customer | 49 | M | 5 | Unknown | Single | $80K - $120K | Blue | 30 | 3 | 2 | 1 | 20895.0 | 1808 | 19087.0 | 0.572 | 3210 | 65 | 0.667 | 0.087 | 2/24/2019 |
| 715161633 | Existing Customer | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 38 | 6 | 3 | 3 | 7881.0 | 2517 | 5364.0 | 0.738 | 3068 | 77 | 0.711 | 0.319 | 8/20/2020 |
| 773270058 | Existing Customer | 57 | M | 5 | High School | Married | $80K - $120K | Blue | 50 | 4 | 2 | 3 | 13427.0 | 0 | 13427.0 | 0.521 | 1337 | 27 | 0.588 | 0.000 | 5/10/2020 |
| 714120258 | Existing Customer | 37 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 2281.0 | 1677 | 604.0 | 1.027 | 2735 | 58 | 1.071 | 0.735 | 10/28/2020 |
| 720076458 | Existing Customer | 57 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 52 | 6 | 2 | 4 | 10974.0 | 0 | 10974.0 | 0.591 | 1327 | 26 | 1.000 | 0.000 | 7/23/2020 |
| 720693033 | Attrited Customer | 33 | M | 1 | Unknown | Married | $60K - $80K | Blue | 36 | 1 | 3 | 4 | 8925.0 | 168 | 8757.0 | 0.447 | 741 | 10 | 0.429 | 0.019 | 5/24/2022 |
| 719978583 | Existing Customer | 46 | M | 2 | High School | Married | $60K - $80K | Blue | 40 | 4 | 1 | 3 | 5265.0 | 0 | 5265.0 | 0.524 | 3281 | 68 | 0.744 | 0.000 | 8/15/2019 |
| 712784058 | Attrited Customer | 45 | F | 2 | High School | Divorced | Unknown | Blue | 36 | 6 | 4 | 3 | 17156.0 | 2517 | 14639.0 | 0.717 | 1142 | 33 | 0.320 | 0.147 | 11/19/2022 |
| 717261708 | Existing Customer | 53 | M | 1 | Unknown | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 13457.0 | 1248 | 12209.0 | 0.512 | 1548 | 41 | 0.519 | 0.093 | 6/22/2022 |
| 803665983 | Existing Customer | 52 | M | 0 | Unknown | Married | $60K - $80K | Blue | 46 | 3 | 2 | 4 | 2742.0 | 2184 | 558.0 | 0.592 | 3829 | 72 | 0.532 | 0.796 | 5/20/2022 |
| 815838633 | Existing Customer | 34 | M | 1 | Unknown | Married | $60K - $80K | Blue | 29 | 3 | 2 | 3 | 3890.0 | 2286 | 1604.0 | 0.633 | 1889 | 51 | 0.457 | 0.588 | 10/30/2022 |
| 826706208 | Existing Customer | 55 | M | 3 | Graduate | Single | $80K - $120K | Blue | 51 | 6 | 2 | 3 | 17198.0 | 0 | 17198.0 | 0.803 | 4042 | 62 | 0.722 | 0.000 | 11/26/2020 |
| 721218408 | Existing Customer | 53 | M | 4 | High School | Married | $120K + | Blue | 41 | 6 | 3 | 4 | 3401.0 | 1713 | 1688.0 | 0.773 | 1924 | 54 | 0.317 | 0.504 | 7/1/2022 |
| 779484408 | Existing Customer | 37 | M | 1 | Unknown | Married | $60K - $80K | Blue | 19 | 6 | 1 | 2 | 18951.0 | 1243 | 17708.0 | 1.148 | 2874 | 58 | 0.657 | 0.066 | 11/19/2022 |
| 710416533 | Existing Customer | 58 | F | 3 | Unknown | Single | $40K - $60K | Blue | 52 | 4 | 1 | 1 | 1454.0 | 888 | 566.0 | 1.190 | 3060 | 56 | 0.647 | 0.611 | 1/19/2022 |
| 719706483 | Existing Customer | 33 | M | 3 | High School | Married | $120K + | Blue | 20 | 6 | 3 | 2 | 27499.0 | 1188 | 26311.0 | 0.544 | 2202 | 46 | 0.394 | 0.043 | 4/4/2019 |
| 712206858 | Existing Customer | 39 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 3 | 3 | 2 | 32964.0 | 2231 | 30733.0 | 1.731 | 3094 | 45 | 1.647 | 0.068 | 7/27/2019 |
| 709886583 | Existing Customer | 37 | F | 2 | High School | Single | Less than $40K | Blue | 28 | 5 | 2 | 1 | 7411.0 | 633 | 6778.0 | 0.762 | 2761 | 77 | 0.604 | 0.085 | 7/6/2020 |
| 711040758 | Existing Customer | 32 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 7200.0 | 0 | 7200.0 | 0.894 | 3006 | 83 | 0.930 | 0.000 | 11/13/2021 |
| 817197333 | Existing Customer | 26 | F | 1 | Uneducated | Single | Unknown | Blue | 13 | 6 | 2 | 3 | 12007.0 | 956 | 11051.0 | 0.832 | 2678 | 50 | 0.471 | 0.080 | 12/3/2022 |
| 718929708 | Existing Customer | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 50 | 4 | 2 | 2 | 3147.0 | 1602 | 1545.0 | 0.569 | 1558 | 23 | 0.643 | 0.509 | 5/12/2019 |
| 721150833 | Existing Customer | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 18 | 6 | 2 | 5 | 5110.0 | 1942 | 3168.0 | 0.749 | 3028 | 76 | 0.583 | 0.380 | 11/17/2022 |
| 714514983 | Existing Customer | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 6 | 4 | 5438.0 | 2214 | 3224.0 | 0.668 | 5029 | 75 | 0.562 | 0.407 | 6/14/2022 |
| 779888658 | Existing Customer | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 40 | 6 | 1 | 1 | 17450.0 | 2193 | 15257.0 | 0.419 | 1426 | 38 | 0.462 | 0.126 | 11/29/2019 |
| 715883358 | Existing Customer | 52 | M | 3 | College | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 18352.0 | 1509 | 16843.0 | 0.898 | 1454 | 29 | 1.071 | 0.082 | 5/2/2020 |
| 713363583 | Existing Customer | 34 | M | 2 | Uneducated | Single | $120K + | Blue | 17 | 3 | 1 | 2 | 5030.0 | 2326 | 2704.0 | 0.856 | 3345 | 69 | 1.300 | 0.462 | 1/10/2019 |
| 772935108 | Existing Customer | 47 | M | 1 | Unknown | Divorced | $80K - $120K | Silver | 38 | 3 | 2 | 3 | 34516.0 | 802 | 33714.0 | 0.899 | 1823 | 27 | 0.800 | 0.023 | 3/18/2021 |
| 820075983 | Existing Customer | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 3 | 2 | 1585.0 | 1535 | 50.0 | 0.462 | 2299 | 49 | 0.485 | 0.968 | 11/10/2022 |
| 721502958 | Existing Customer | 54 | M | 1 | High School | Married | $120K + | Blue | 42 | 5 | 3 | 3 | 3251.0 | 1919 | 1332.0 | 0.560 | 1406 | 31 | 0.240 | 0.590 | 8/11/2021 |
| 708596283 | Existing Customer | 35 | F | 3 | Uneducated | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 2858.0 | 1251 | 1607.0 | 0.576 | 2844 | 73 | 0.622 | 0.438 | 2/13/2020 |
| 710325258 | Existing Customer | 52 | M | 1 | Unknown | Married | $80K - $120K | Silver | 36 | 6 | 1 | 0 | 34516.0 | 1847 | 32669.0 | 0.527 | 3284 | 65 | 0.477 | 0.054 | 4/9/2021 |
| 708823908 | Existing Customer | 41 | M | 3 | Graduate | Single | $60K - $80K | Blue | 28 | 4 | 1 | 3 | 16443.0 | 1363 | 15080.0 | 0.688 | 4252 | 64 | 0.684 | 0.083 | 11/20/2020 |
| 826401858 | Existing Customer | 36 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 32 | 3 | 2 | 3 | 3687.0 | 1655 | 2032.0 | 0.742 | 2448 | 63 | 0.500 | 0.449 | 10/22/2020 |
| 709554483 | Existing Customer | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4840.0 | 2517 | 2323.0 | 0.445 | 1637 | 22 | 1.000 | 0.520 | 11/19/2022 |
| 710545158 | Existing Customer | 42 | M | 3 | Unknown | Single | $120K + | Blue | 36 | 6 | 3 | 2 | 15108.0 | 0 | 15108.0 | 1.015 | 3738 | 68 | 0.744 | 0.000 | 8/13/2019 |
| 788621658 | Existing Customer | 54 | M | 1 | College | Married | $60K - $80K | Blue | 37 | 6 | 3 | 2 | 1909.0 | 1753 | 156.0 | 0.788 | 1457 | 24 | 0.600 | 0.918 | 12/7/2020 |
| 716713533 | Existing Customer | 53 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 44 | 5 | 2 | 2 | 19063.0 | 1236 | 17827.0 | 0.542 | 3393 | 58 | 0.871 | 0.065 | 12/6/2020 |
| 712338033 | Existing Customer | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 26 | 4 | 2 | 4 | 15982.0 | 1691 | 14291.0 | 0.808 | 1687 | 40 | 0.739 | 0.106 | 5/23/2020 |
| 711639708 | Existing Customer | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.660 | 1794 | 45 | 0.875 | 0.000 | 11/5/2021 |
| 720216108 | Existing Customer | 27 | F | 2 | College | Divorced | Less than $40K | Blue | 14 | 4 | 3 | 3 | 2549.0 | 2130 | 419.0 | 0.693 | 2605 | 61 | 0.794 | 0.836 | 7/3/2022 |
| 718708908 | Existing Customer | 58 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 5967.0 | 2350 | 3617.0 | 0.543 | 1426 | 29 | 0.812 | 0.394 | 11/20/2019 |
| 802890333 | Existing Customer | 59 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 53 | 5 | 1 | 3 | 2182.0 | 1558 | 624.0 | 0.457 | 1660 | 34 | 0.789 | 0.714 | 1/27/2022 |
| 712965183 | Existing Customer | 63 | F | 2 | Graduate | Married | Less than $40K | Blue | 52 | 5 | 2 | 3 | 2689.0 | 2101 | 588.0 | 0.416 | 1188 | 35 | 0.750 | 0.781 | 2/23/2022 |
| 796170933 | Existing Customer | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 51 | 6 | 2 | 4 | 30622.0 | 0 | 30622.0 | 1.329 | 3600 | 66 | 0.784 | 0.000 | 1/14/2019 |
| 712816833 | Existing Customer | 56 | F | 0 | High School | Married | Unknown | Blue | 48 | 4 | 1 | 2 | 4203.0 | 1965 | 2238.0 | 0.441 | 1425 | 32 | 0.778 | 0.468 | 10/18/2019 |
| 814829583 | Existing Customer | 42 | F | 3 | Unknown | Single | Less than $40K | Blue | 37 | 6 | 1 | 3 | 6453.0 | 0 | 6453.0 | 0.760 | 4822 | 74 | 0.609 | 0.000 | 3/11/2022 |
| 798769458 | Existing Customer | 29 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 1 | 2 | 3318.0 | 927 | 2391.0 | 0.934 | 3011 | 83 | 0.804 | 0.279 | 8/13/2021 |
| 818034558 | Existing Customer | 44 | M | 2 | Unknown | Unknown | $60K - $80K | Blue | 39 | 5 | 3 | 3 | 22075.0 | 1506 | 20569.0 | 0.794 | 2337 | 40 | 0.818 | 0.068 | 3/31/2021 |
| 719483358 | Existing Customer | 33 | M | 1 | College | Married | $40K - $60K | Blue | 14 | 3 | 2 | 2 | 6746.0 | 1750 | 4996.0 | 0.962 | 2962 | 54 | 0.862 | 0.259 | 5/10/2019 |
| 719647383 | Existing Customer | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 4408.0 | 1463 | 2945.0 | 0.728 | 2001 | 49 | 0.485 | 0.332 | 8/5/2022 |
| 714909108 | Existing Customer | 33 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 4838.0 | 1338 | 3500.0 | 0.707 | 2641 | 67 | 0.595 | 0.277 | 7/22/2022 |
| 793678608 | Existing Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Silver | 40 | 5 | 1 | 4 | 34516.0 | 0 | 34516.0 | 0.938 | 3568 | 57 | 0.676 | 0.000 | 3/9/2021 |
| 720854358 | Existing Customer | 27 | M | 0 | Unknown | Married | $40K - $60K | Blue | 14 | 4 | 1 | 4 | 3823.0 | 2130 | 1693.0 | 0.371 | 2026 | 49 | 0.441 | 0.557 | 10/16/2021 |
| 709126833 | Existing Customer | 42 | M | 3 | College | Unknown | $120K + | Blue | 36 | 3 | 2 | 1 | 21670.0 | 2183 | 19487.0 | 0.995 | 4121 | 81 | 0.761 | 0.101 | 1/19/2020 |
| 788896983 | Existing Customer | 53 | M | 2 | Graduate | Married | $60K - $80K | Blue | 38 | 6 | 3 | 2 | 7928.0 | 1228 | 6700.0 | 0.632 | 1537 | 37 | 0.682 | 0.155 | 9/6/2021 |
| 715731033 | Existing Customer | 50 | M | 3 | Graduate | Single | $120K + | Blue | 42 | 3 | 1 | 3 | 33996.0 | 949 | 33047.0 | 0.846 | 3569 | 77 | 0.571 | 0.028 | 6/1/2020 |
| 717636933 | Existing Customer | 48 | F | 5 | College | Divorced | $40K - $60K | Blue | 40 | 3 | 1 | 1 | 4365.0 | 0 | 4365.0 | 0.598 | 3542 | 57 | 1.111 | 0.000 | 6/24/2021 |
| 772658658 | Existing Customer | 57 | M | 2 | High School | Single | $60K - $80K | Blue | 47 | 6 | 3 | 4 | 2248.0 | 0 | 2248.0 | 0.735 | 4439 | 77 | 0.540 | 0.000 | 10/2/2020 |
| 755943033 | Existing Customer | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 4 | 1 | 1 | 1901.0 | 1176 | 725.0 | 0.612 | 2450 | 52 | 0.857 | 0.619 | 10/12/2019 |
| 772399983 | Existing Customer | 55 | M | 2 | College | Single | $80K - $120K | Silver | 45 | 3 | 1 | 4 | 34516.0 | 1433 | 33083.0 | 0.728 | 1966 | 31 | 0.550 | 0.042 | 2/11/2020 |
| 826130133 | Existing Customer | 58 | M | 2 | Graduate | Married | $120K + | Blue | 54 | 6 | 2 | 4 | 31680.0 | 1812 | 29868.0 | 0.483 | 1121 | 25 | 0.562 | 0.057 | 4/11/2022 |
| 719238183 | Existing Customer | 55 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 2 | 3 | 1872.0 | 1167 | 705.0 | 0.517 | 2238 | 45 | 0.607 | 0.623 | 6/14/2022 |
| 802666083 | Existing Customer | 48 | F | 2 | Uneducated | Unknown | Less than $40K | Blue | 42 | 3 | 2 | 2 | 2055.0 | 0 | 2055.0 | 1.064 | 3656 | 63 | 0.750 | 0.000 | 8/20/2021 |
| 713682708 | Existing Customer | 45 | M | 2 | College | Divorced | $40K - $60K | Blue | 37 | 5 | 1 | 2 | 10991.0 | 1328 | 9663.0 | 1.027 | 3692 | 60 | 0.714 | 0.121 | 1/27/2019 |
| 712774008 | Existing Customer | 59 | M | 0 | Uneducated | Married | Less than $40K | Blue | 46 | 6 | 1 | 2 | 3939.0 | 2517 | 1422.0 | 0.376 | 1489 | 34 | 0.545 | 0.639 | 12/30/2022 |
| 717627333 | Existing Customer | 53 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 40 | 5 | 1 | 4 | 2127.0 | 1995 | 132.0 | 0.374 | 1363 | 37 | 0.370 | 0.938 | 10/13/2019 |
| 779542608 | Existing Customer | 47 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 3 | 3 | 2 | 34010.0 | 1340 | 32670.0 | 0.744 | 1739 | 39 | 0.500 | 0.039 | 5/26/2020 |
| 715322958 | Existing Customer | 43 | F | 3 | Unknown | Married | Unknown | Blue | 36 | 4 | 2 | 1 | 6971.0 | 1506 | 5465.0 | 0.570 | 3575 | 67 | 0.675 | 0.216 | 1/9/2019 |
| 779100408 | Existing Customer | 33 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 15 | 6 | 2 | 0 | 1741.0 | 1328 | 413.0 | 0.690 | 2629 | 61 | 0.649 | 0.763 | 8/11/2022 |
| 715352883 | Existing Customer | 49 | F | 2 | Post-Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 2 | 24904.0 | 0 | 24904.0 | 0.636 | 5176 | 71 | 0.479 | 0.000 | 9/11/2022 |
| 789963033 | Attrited Customer | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 5 | 5 | 1438.3 | 0 | 1438.3 | 0.647 | 1603 | 39 | 0.444 | 0.000 | 4/17/2019 |
| 710687508 | Existing Customer | 65 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 6 | 3 | 1 | 2621.0 | 1858 | 763.0 | 0.987 | 2148 | 47 | 1.043 | 0.709 | 5/30/2020 |
| 789656358 | Existing Customer | 49 | F | 5 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 2 | 1 | 11115.0 | 1292 | 9823.0 | 0.797 | 3956 | 74 | 0.609 | 0.116 | 5/10/2021 |
| 715720083 | Existing Customer | 47 | M | 5 | Unknown | Single | $80K - $120K | Blue | 39 | 6 | 2 | 3 | 13241.0 | 0 | 13241.0 | 1.002 | 3157 | 76 | 0.551 | 0.000 | 7/11/2021 |
| 716584158 | Existing Customer | 51 | M | 4 | High School | Married | $80K - $120K | Blue | 42 | 6 | 1 | 2 | 14438.0 | 2517 | 11921.0 | 0.853 | 2090 | 47 | 0.880 | 0.174 | 12/27/2022 |
| 815727183 | Existing Customer | 36 | M | 3 | High School | Single | $80K - $120K | Blue | 31 | 6 | 1 | 1 | 5228.0 | 1443 | 3785.0 | 0.934 | 2683 | 62 | 0.938 | 0.276 | 8/31/2021 |
| 717066408 | Existing Customer | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 4 | 5550.0 | 1518 | 4032.0 | 1.182 | 2540 | 62 | 0.771 | 0.274 | 5/22/2021 |
| 708104658 | Existing Customer | 46 | M | 1 | Graduate | Unknown | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1438.3 | 890 | 548.3 | 1.143 | 2928 | 48 | 1.400 | 0.619 | 5/12/2022 |
| 718016808 | Existing Customer | 62 | F | 0 | Unknown | Married | Less than $40K | Blue | 55 | 3 | 1 | 0 | 2064.0 | 1282 | 782.0 | 0.455 | 1475 | 27 | 0.929 | 0.621 | 12/5/2022 |
| 814571058 | Existing Customer | 30 | F | 1 | College | Single | Less than $40K | Blue | 24 | 4 | 3 | 0 | 3450.0 | 2517 | 933.0 | 0.652 | 2545 | 64 | 0.778 | 0.730 | 12/23/2019 |
| 714757908 | Existing Customer | 46 | M | 4 | Graduate | Married | $120K + | Silver | 36 | 4 | 1 | 3 | 34516.0 | 1380 | 33136.0 | 0.660 | 2163 | 56 | 0.400 | 0.040 | 6/20/2020 |
| 710345808 | Existing Customer | 41 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 30030.0 | 2028 | 28002.0 | 0.601 | 1828 | 38 | 1.111 | 0.068 | 2/17/2022 |
| 814752558 | Existing Customer | 50 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 45 | 5 | 3 | 3 | 2151.0 | 1163 | 988.0 | 0.849 | 2513 | 62 | 0.590 | 0.541 | 4/25/2019 |
| 721284258 | Existing Customer | 53 | M | 2 | Unknown | Married | $80K - $120K | Blue | 44 | 4 | 1 | 3 | 7181.0 | 2517 | 4664.0 | 0.545 | 1636 | 39 | 0.560 | 0.351 | 8/28/2020 |
| 719336583 | Existing Customer | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 44 | 3 | 3 | 3 | 27745.0 | 1300 | 26445.0 | 0.482 | 1525 | 21 | 0.500 | 0.047 | 2/11/2022 |
| 797638383 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 4852.0 | 2016 | 2836.0 | 0.576 | 3561 | 73 | 0.622 | 0.415 | 3/22/2019 |
| 708434733 | Existing Customer | 56 | M | 1 | Graduate | Married | $60K - $80K | Blue | 50 | 6 | 3 | 3 | 6735.0 | 2289 | 4446.0 | 0.661 | 1249 | 28 | 0.750 | 0.340 | 12/26/2020 |
| 711802758 | Existing Customer | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 4 | 1 | 2 | 6128.0 | 1895 | 4233.0 | 0.583 | 1700 | 42 | 0.355 | 0.309 | 5/13/2021 |
| 720620058 | Existing Customer | 41 | M | 4 | High School | Unknown | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 23124.0 | 1746 | 21378.0 | 0.807 | 1959 | 50 | 0.724 | 0.076 | 1/16/2021 |
| 819169683 | Existing Customer | 34 | M | 2 | Unknown | Married | $40K - $60K | Blue | 29 | 3 | 2 | 2 | 3436.0 | 1650 | 1786.0 | 0.788 | 1972 | 37 | 0.947 | 0.480 | 8/24/2020 |
| 709757583 | Existing Customer | 35 | M | 0 | Unknown | Married | $120K + | Blue | 36 | 5 | 2 | 1 | 3176.0 | 1510 | 1666.0 | 0.885 | 2074 | 48 | 0.920 | 0.475 | 6/13/2021 |
| 789307833 | Existing Customer | 44 | M | 4 | College | Unknown | $120K + | Blue | 34 | 5 | 3 | 3 | 8874.0 | 1590 | 7284.0 | 0.698 | 1849 | 56 | 0.647 | 0.179 | 3/30/2022 |
| 823912308 | Existing Customer | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 1 | 0 | 3402.0 | 1813 | 1589.0 | 0.653 | 1767 | 28 | 0.647 | 0.533 | 11/16/2022 |
| 720746208 | Existing Customer | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 43 | 6 | 1 | 1 | 2689.0 | 2077 | 612.0 | 0.378 | 1356 | 33 | 0.435 | 0.772 | 5/23/2021 |
| 709121283 | Existing Customer | 54 | M | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1556.0 | 1278 | 278.0 | 0.460 | 1615 | 35 | 0.591 | 0.821 | 1/14/2019 |
| 714093108 | Existing Customer | 58 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 7372.0 | 1210 | 6162.0 | 0.946 | 1707 | 56 | 0.514 | 0.164 | 11/21/2022 |
| 718368333 | Existing Customer | 26 | M | 0 | College | Unknown | Less than $40K | Blue | 13 | 6 | 1 | 2 | 5713.0 | 789 | 4924.0 | 0.678 | 3323 | 61 | 0.525 | 0.138 | 3/16/2022 |
| 806752533 | Existing Customer | 27 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 22 | 4 | 1 | 3 | 2965.0 | 1635 | 1330.0 | 0.700 | 2553 | 59 | 0.553 | 0.551 | 5/5/2022 |
| 758521983 | Existing Customer | 33 | M | 1 | Unknown | Married | $80K - $120K | Blue | 26 | 3 | 2 | 2 | 9819.0 | 1200 | 8619.0 | 0.602 | 2198 | 40 | 0.538 | 0.122 | 8/28/2020 |
| 779473308 | Existing Customer | 32 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 14 | 4 | 3 | 3 | 8186.0 | 0 | 8186.0 | 0.737 | 2411 | 67 | 0.426 | 0.000 | 12/8/2019 |
| 709376508 | Existing Customer | 58 | F | 1 | College | Married | Less than $40K | Blue | 49 | 3 | 3 | 2 | 3846.0 | 1285 | 2561.0 | 0.608 | 1815 | 47 | 0.621 | 0.334 | 12/22/2020 |
| 712589658 | Existing Customer | 45 | F | 4 | Uneducated | Unknown | Less than $40K | Silver | 30 | 5 | 2 | 2 | 13131.0 | 1965 | 11166.0 | 0.695 | 1795 | 37 | 0.480 | 0.150 | 5/20/2020 |
| 712141683 | Existing Customer | 48 | F | 3 | High School | Single | Less than $40K | Blue | 28 | 4 | 2 | 1 | 2944.0 | 753 | 2191.0 | 0.707 | 3457 | 61 | 0.848 | 0.256 | 12/16/2021 |
| 712494108 | Existing Customer | 38 | M | 2 | Post-Graduate | Single | $60K - $80K | Silver | 36 | 3 | 3 | 4 | 34516.0 | 1954 | 32562.0 | 0.436 | 1872 | 52 | 0.486 | 0.057 | 1/1/2020 |
| 721350783 | Existing Customer | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 6 | 3 | 4 | 5660.0 | 2006 | 3654.0 | 0.779 | 1569 | 39 | 0.773 | 0.354 | 1/14/2021 |
| 710133858 | Existing Customer | 40 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 30 | 5 | 1 | 1 | 7554.0 | 1848 | 5706.0 | 0.767 | 4150 | 64 | 0.524 | 0.245 | 8/24/2019 |
| 719152383 | Existing Customer | 35 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 4 | 2494.0 | 1316 | 1178.0 | 1.486 | 2946 | 57 | 1.036 | 0.528 | 6/7/2021 |
| 715174158 | Existing Customer | 31 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 25215.0 | 1445 | 23770.0 | 1.033 | 2588 | 48 | 1.000 | 0.057 | 9/24/2019 |
| 780040758 | Existing Customer | 40 | F | 4 | College | Married | $40K - $60K | Blue | 24 | 5 | 3 | 2 | 2606.0 | 1818 | 788.0 | 0.703 | 1999 | 50 | 1.174 | 0.698 | 2/18/2021 |
| 719525358 | Existing Customer | 52 | M | 0 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 3 | 3 | 8133.0 | 1942 | 6191.0 | 0.572 | 3310 | 76 | 0.583 | 0.239 | 6/26/2020 |
| 710892408 | Existing Customer | 57 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 3101.0 | 1257 | 1844.0 | 0.416 | 1681 | 32 | 0.524 | 0.405 | 5/22/2021 |
| 713295183 | Existing Customer | 48 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 29 | 6 | 2 | 3 | 24446.0 | 1854 | 22592.0 | 0.782 | 3897 | 75 | 0.786 | 0.076 | 7/12/2021 |
| 789871233 | Existing Customer | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 39 | 5 | 3 | 2 | 2361.0 | 1342 | 1019.0 | 0.600 | 4316 | 78 | 0.529 | 0.568 | 12/3/2020 |
| 712663533 | Existing Customer | 40 | M | 4 | High School | Single | $40K - $60K | Blue | 32 | 6 | 4 | 2 | 2441.0 | 1656 | 785.0 | 0.762 | 3903 | 62 | 0.824 | 0.678 | 12/20/2021 |
| 820906233 | Existing Customer | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 2 | 8532.0 | 2165 | 6367.0 | 0.707 | 3242 | 63 | 0.750 | 0.254 | 8/27/2021 |
| 821163408 | Existing Customer | 41 | M | 3 | Unknown | Married | $80K - $120K | Blue | 37 | 5 | 3 | 3 | 16954.0 | 1588 | 15366.0 | 0.878 | 3411 | 60 | 0.875 | 0.094 | 8/25/2020 |
| 708947208 | Existing Customer | 36 | M | 2 | Graduate | Single | $80K - $120K | Blue | 17 | 4 | 3 | 1 | 2900.0 | 2029 | 871.0 | 0.846 | 2631 | 72 | 0.600 | 0.700 | 8/15/2019 |
| 715261458 | Existing Customer | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 6827.0 | 0 | 6827.0 | 0.754 | 2621 | 49 | 0.815 | 0.000 | 1/29/2022 |
| 789310833 | Existing Customer | 44 | F | 3 | College | Divorced | $40K - $60K | Blue | 34 | 5 | 2 | 5 | 4513.0 | 1950 | 2563.0 | 0.830 | 3164 | 62 | 0.590 | 0.432 | 3/25/2019 |
| 818294958 | Existing Customer | 52 | M | 2 | College | Married | $120K + | Blue | 47 | 3 | 3 | 2 | 27347.0 | 719 | 26628.0 | 0.695 | 4040 | 77 | 0.674 | 0.026 | 2/16/2020 |
| 713902983 | Existing Customer | 42 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1676.0 | 1372 | 304.0 | 0.522 | 4381 | 77 | 0.571 | 0.819 | 6/6/2020 |
| 771693933 | Existing Customer | 62 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 6 | 6 | 4 | 2802.0 | 1977 | 825.0 | 0.431 | 1757 | 33 | 0.833 | 0.706 | 11/23/2021 |
| 827984658 | Attrited Customer | 49 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 3 | 0 | 4 | 23870.0 | 0 | 23870.0 | 0.604 | 1885 | 39 | 0.345 | 0.000 | 9/7/2022 |
| 789012633 | Existing Customer | 30 | F | 0 | Graduate | Single | Less than $40K | Blue | 17 | 3 | 2 | 1 | 4868.0 | 1090 | 3778.0 | 0.679 | 2907 | 69 | 0.816 | 0.224 | 3/24/2021 |
| 807237783 | Existing Customer | 50 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 45 | 5 | 3 | 5 | 20437.0 | 1020 | 19417.0 | 0.563 | 4166 | 66 | 0.737 | 0.050 | 9/27/2019 |
| 803408733 | Existing Customer | 32 | M | 2 | High School | Divorced | $60K - $80K | Blue | 26 | 6 | 1 | 4 | 2239.0 | 1338 | 901.0 | 0.567 | 2466 | 60 | 0.579 | 0.598 | 9/6/2021 |
| 824667708 | Existing Customer | 32 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 3 | 3 | 2428.0 | 1027 | 1401.0 | 0.824 | 3007 | 84 | 0.867 | 0.423 | 9/25/2020 |
| 807165033 | Existing Customer | 49 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 44 | 3 | 1 | 5 | 15027.0 | 0 | 15027.0 | 0.811 | 3533 | 59 | 0.788 | 0.000 | 12/24/2022 |
| 809984133 | Existing Customer | 37 | M | 2 | Doctorate | Single | $120K + | Blue | 32 | 3 | 3 | 5 | 32056.0 | 1887 | 30169.0 | 0.831 | 2730 | 68 | 0.700 | 0.059 | 12/27/2020 |
| 718949433 | Existing Customer | 42 | F | 3 | College | Single | Unknown | Silver | 31 | 3 | 2 | 2 | 34516.0 | 919 | 33597.0 | 0.919 | 3415 | 79 | 0.756 | 0.027 | 7/11/2021 |
| 751227183 | Existing Customer | 36 | M | 2 | Unknown | Single | $80K - $120K | Blue | 29 | 3 | 3 | 5 | 5346.0 | 1539 | 3807.0 | 0.777 | 2283 | 51 | 0.889 | 0.288 | 7/19/2019 |
| 716331408 | Attrited Customer | 52 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 4 | 5 | 2143.0 | 0 | 2143.0 | 0.853 | 1353 | 36 | 0.333 | 0.000 | 7/20/2020 |
| 714199983 | Existing Customer | 48 | M | 3 | Uneducated | Single | $60K - $80K | Gold | 40 | 5 | 2 | 5 | 34516.0 | 2317 | 32199.0 | 0.699 | 3927 | 68 | 0.700 | 0.067 | 4/19/2019 |
| 774172158 | Existing Customer | 29 | M | 1 | Unknown | Single | $60K - $80K | Blue | 19 | 3 | 1 | 2 | 23507.0 | 1990 | 21517.0 | 0.631 | 2650 | 65 | 0.912 | 0.085 | 2/9/2020 |
| 708171858 | Existing Customer | 33 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 1864.0 | 1081 | 783.0 | 1.416 | 2607 | 44 | 1.750 | 0.580 | 6/13/2020 |
| 709074108 | Existing Customer | 36 | M | 2 | College | Single | $60K - $80K | Blue | 24 | 5 | 2 | 5 | 23032.0 | 840 | 22192.0 | 0.739 | 2787 | 73 | 0.698 | 0.036 | 7/3/2019 |
| 721304133 | Existing Customer | 36 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 4277.0 | 1578 | 2699.0 | 0.840 | 1855 | 49 | 1.042 | 0.369 | 2/17/2020 |
| 787430733 | Existing Customer | 56 | F | 2 | High School | Married | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 2771.0 | 1446 | 1325.0 | 0.686 | 1706 | 27 | 0.227 | 0.522 | 1/7/2021 |
| 711225933 | Existing Customer | 28 | M | 1 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2265.0 | 1935 | 330.0 | 0.653 | 2306 | 61 | 0.525 | 0.854 | 10/1/2021 |
| 717478983 | Existing Customer | 31 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 19 | 6 | 2 | 0 | 2853.0 | 1961 | 892.0 | 0.866 | 2697 | 68 | 0.789 | 0.687 | 11/24/2021 |
| 720949083 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 5 | 3 | 5 | 3075.0 | 2517 | 558.0 | 0.922 | 3534 | 53 | 0.710 | 0.819 | 2/2/2020 |
| 712851108 | Existing Customer | 51 | F | 3 | High School | Married | Unknown | Blue | 31 | 5 | 1 | 5 | 15340.0 | 2331 | 13009.0 | 0.565 | 2965 | 51 | 0.594 | 0.152 | 3/15/2019 |
| 713151258 | Existing Customer | 55 | M | 3 | Graduate | Single | $40K - $60K | Blue | 35 | 4 | 1 | 4 | 3065.0 | 0 | 3065.0 | 0.716 | 3524 | 69 | 0.605 | 0.000 | 11/20/2020 |
| 799731033 | Existing Customer | 34 | F | 2 | Doctorate | Single | Less than $40K | Blue | 28 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.892 | 3044 | 91 | 0.896 | 0.000 | 8/10/2020 |
| 822138333 | Existing Customer | 61 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 4 | 3 | 5 | 7118.0 | 813 | 6305.0 | 0.475 | 3964 | 66 | 0.650 | 0.114 | 9/29/2021 |
| 708532308 | Existing Customer | 37 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 11419.0 | 2517 | 8902.0 | 1.211 | 3000 | 70 | 1.059 | 0.220 | 2/2/2019 |
| 713718558 | Existing Customer | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 6 | 2 | 5 | 2403.0 | 0 | 2403.0 | 0.727 | 3393 | 64 | 0.882 | 0.000 | 9/5/2019 |
| 778939683 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 32 | 4 | 3 | 2 | 2821.0 | 951 | 1870.0 | 0.577 | 1452 | 38 | 1.923 | 0.337 | 9/25/2019 |
| 713322633 | Existing Customer | 54 | M | 1 | Graduate | Married | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 2706.0 | 2517 | 189.0 | 0.506 | 1682 | 39 | 0.625 | 0.930 | 12/7/2021 |
| 754671558 | Existing Customer | 50 | F | 3 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 1 | 4 | 2999.0 | 1958 | 1041.0 | 0.611 | 2073 | 48 | 0.714 | 0.653 | 5/25/2021 |
| 719291283 | Existing Customer | 36 | F | 4 | High School | Single | Less than $40K | Blue | 28 | 5 | 1 | 2 | 2226.0 | 1607 | 619.0 | 0.656 | 2660 | 62 | 1.000 | 0.722 | 2/17/2021 |
| 720659283 | Existing Customer | 37 | M | 5 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 3 | 4 | 3351.0 | 1847 | 1504.0 | 0.670 | 1910 | 43 | 0.593 | 0.551 | 1/5/2021 |
| 719535558 | Existing Customer | 47 | M | 4 | College | Divorced | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 5570.0 | 1858 | 3712.0 | 0.783 | 4129 | 72 | 0.636 | 0.334 | 6/30/2020 |
| 771032658 | Existing Customer | 54 | M | 3 | Unknown | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 10448.0 | 1569 | 8879.0 | 0.482 | 1604 | 39 | 0.444 | 0.150 | 8/11/2019 |
| 709468683 | Existing Customer | 64 | F | 0 | High School | Married | Less than $40K | Blue | 56 | 6 | 2 | 2 | 2174.0 | 1397 | 777.0 | 0.620 | 1755 | 39 | 0.500 | 0.643 | 12/8/2022 |
| 719455908 | Existing Customer | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 31501.0 | 0 | 31501.0 | 0.698 | 3742 | 75 | 0.786 | 0.000 | 3/13/2022 |
| 816890883 | Existing Customer | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 21695.0 | 1257 | 20438.0 | 0.793 | 2266 | 74 | 0.480 | 0.058 | 8/16/2022 |
| 709826058 | Existing Customer | 49 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 3 | 1 | 1 | 34516.0 | 2435 | 32081.0 | 0.732 | 1805 | 34 | 0.619 | 0.071 | 6/28/2020 |
| 735008958 | Existing Customer | 42 | M | 5 | Unknown | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 13650.0 | 1253 | 12397.0 | 0.743 | 1703 | 53 | 0.710 | 0.092 | 2/22/2020 |
| 713766183 | Existing Customer | 49 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 16156.0 | 2517 | 13639.0 | 0.804 | 4160 | 81 | 0.653 | 0.156 | 5/3/2020 |
| 719148633 | Existing Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 2 | 4 | 2413.0 | 2015 | 398.0 | 0.470 | 1398 | 24 | 0.714 | 0.835 | 3/25/2022 |
| 789266208 | Existing Customer | 56 | M | 2 | High School | Married | $80K - $120K | Blue | 45 | 3 | 2 | 3 | 5920.0 | 1589 | 4331.0 | 0.512 | 1408 | 28 | 0.273 | 0.268 | 8/14/2019 |
| 718373658 | Existing Customer | 41 | M | 3 | College | Single | $60K - $80K | Blue | 28 | 6 | 3 | 0 | 5841.0 | 2463 | 3378.0 | 1.047 | 3817 | 81 | 0.761 | 0.422 | 6/13/2020 |
| 712255458 | Existing Customer | 37 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 3 | 1 | 5 | 8418.0 | 2051 | 6367.0 | 0.847 | 2879 | 63 | 0.703 | 0.244 | 5/13/2019 |
| 789494133 | Existing Customer | 30 | M | 0 | High School | Married | Less than $40K | Blue | 21 | 5 | 4 | 3 | 2490.0 | 1259 | 1231.0 | 1.079 | 2441 | 53 | 0.514 | 0.506 | 1/25/2020 |
| 714178458 | Existing Customer | 45 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 35 | 3 | 3 | 2 | 20640.0 | 1603 | 19037.0 | 0.532 | 1792 | 53 | 0.395 | 0.078 | 2/26/2021 |
| 717595908 | Existing Customer | 54 | M | 1 | High School | Married | $60K - $80K | Blue | 37 | 5 | 1 | 1 | 9453.0 | 2188 | 7265.0 | 0.572 | 1688 | 45 | 0.452 | 0.231 | 12/14/2019 |
| 798114033 | Existing Customer | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 4 | 2 | 4 | 7949.0 | 1514 | 6435.0 | 0.857 | 3355 | 58 | 0.657 | 0.190 | 5/1/2020 |
| 709479558 | Existing Customer | 36 | F | 4 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2758.0 | 2168 | 590.0 | 1.046 | 3073 | 86 | 0.792 | 0.786 | 5/10/2021 |
| 778148283 | Existing Customer | 48 | M | 2 | Doctorate | Single | $120K + | Blue | 41 | 5 | 2 | 1 | 20148.0 | 1084 | 19064.0 | 0.790 | 3921 | 74 | 0.542 | 0.054 | 10/27/2019 |
| 719363283 | Existing Customer | 59 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.691 | 1904 | 47 | 0.382 | 0.000 | 7/31/2019 |
| 716225433 | Existing Customer | 60 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 51 | 6 | 3 | 4 | 26566.0 | 2517 | 24049.0 | 0.985 | 3103 | 65 | 0.625 | 0.095 | 12/27/2019 |
| 719882583 | Existing Customer | 44 | M | 5 | Graduate | Single | $60K - $80K | Blue | 34 | 3 | 3 | 5 | 13477.0 | 2057 | 11420.0 | 0.684 | 3866 | 67 | 0.634 | 0.153 | 10/19/2020 |
| 711076533 | Existing Customer | 65 | M | 0 | College | Divorced | Less than $40K | Blue | 42 | 5 | 3 | 2 | 9706.0 | 1968 | 7738.0 | 1.022 | 3435 | 58 | 0.706 | 0.203 | 8/18/2022 |
| 820651908 | Existing Customer | 46 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 2 | 4 | 7457.0 | 0 | 7457.0 | 0.717 | 3162 | 64 | 0.730 | 0.000 | 3/30/2020 |
| 710884683 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Silver | 40 | 6 | 2 | 5 | 34516.0 | 807 | 33709.0 | 0.967 | 3937 | 80 | 1.051 | 0.023 | 6/9/2020 |
| 797468658 | Existing Customer | 53 | M | 3 | High School | Married | $120K + | Blue | 47 | 5 | 1 | 3 | 19081.0 | 2431 | 16650.0 | 0.370 | 1536 | 31 | 0.476 | 0.127 | 2/16/2019 |
| 716375883 | Existing Customer | 53 | F | 3 | Uneducated | Married | Unknown | Blue | 36 | 6 | 2 | 2 | 2447.0 | 1558 | 889.0 | 0.511 | 1716 | 38 | 0.462 | 0.637 | 2/10/2020 |
| 711534183 | Existing Customer | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 28830.0 | 0 | 28830.0 | 0.786 | 3533 | 57 | 0.966 | 0.000 | 2/11/2022 |
| 721083258 | Existing Customer | 37 | F | 4 | High School | Divorced | $40K - $60K | Blue | 22 | 5 | 1 | 3 | 2563.0 | 1638 | 925.0 | 0.681 | 2064 | 46 | 0.917 | 0.639 | 10/25/2021 |
| 717986058 | Existing Customer | 29 | F | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 3 | 5 | 5240.0 | 1608 | 3632.0 | 1.243 | 2712 | 64 | 0.778 | 0.307 | 7/9/2021 |
| 804610908 | Existing Customer | 49 | F | 2 | Doctorate | Married | Less than $40K | Blue | 44 | 4 | 3 | 0 | 3397.0 | 1962 | 1435.0 | 0.483 | 3295 | 66 | 0.610 | 0.578 | 9/30/2022 |
| 717602733 | Existing Customer | 47 | M | 3 | Doctorate | Single | Less than $40K | Blue | 35 | 4 | 3 | 2 | 1842.0 | 0 | 1842.0 | 0.726 | 4165 | 67 | 0.634 | 0.000 | 3/11/2022 |
| 770952933 | Existing Customer | 53 | F | 1 | Unknown | Married | Less than $40K | Blue | 40 | 4 | 2 | 4 | 2383.0 | 1938 | 445.0 | 0.597 | 1616 | 37 | 0.682 | 0.813 | 2/25/2019 |
| 713233908 | Existing Customer | 33 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 21 | 5 | 3 | 3 | 20791.0 | 0 | 20791.0 | 0.744 | 2883 | 93 | 0.755 | 0.000 | 4/14/2020 |
| 755365233 | Existing Customer | 34 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 27 | 5 | 2 | 4 | 19900.0 | 1581 | 18319.0 | 0.838 | 3948 | 96 | 0.846 | 0.079 | 2/27/2020 |
| 715105908 | Existing Customer | 28 | F | 0 | Graduate | Single | Unknown | Silver | 15 | 3 | 3 | 3 | 32024.0 | 1232 | 30792.0 | 1.040 | 2507 | 64 | 0.882 | 0.038 | 9/18/2022 |
| 712658283 | Existing Customer | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 2 | 3 | 3701.0 | 969 | 2732.0 | 1.079 | 3222 | 86 | 0.623 | 0.262 | 12/3/2022 |
| 708796458 | Existing Customer | 30 | F | 2 | Graduate | Single | Less than $40K | Blue | 18 | 3 | 1 | 4 | 4199.0 | 1903 | 2296.0 | 1.059 | 3016 | 67 | 0.763 | 0.453 | 5/29/2019 |
| 713557533 | Existing Customer | 34 | M | 3 | High School | Single | $40K - $60K | Blue | 21 | 4 | 1 | 3 | 4353.0 | 1655 | 2698.0 | 0.806 | 2664 | 81 | 0.884 | 0.380 | 1/17/2020 |
| 710524533 | Attrited Customer | 38 | F | 4 | College | Married | $40K - $60K | Blue | 36 | 4 | 4 | 4 | 4913.0 | 2517 | 2396.0 | 0.348 | 899 | 28 | 0.273 | 0.512 | 12/13/2022 |
| 713412558 | Existing Customer | 39 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 22 | 3 | 3 | 1 | 5454.0 | 1108 | 4346.0 | 1.021 | 2674 | 67 | 0.675 | 0.203 | 10/30/2022 |
| 720000708 | Existing Customer | 32 | F | 0 | Graduate | Married | Unknown | Blue | 26 | 3 | 3 | 2 | 2172.0 | 1381 | 791.0 | 1.145 | 2945 | 69 | 0.408 | 0.636 | 8/1/2022 |
| 718934058 | Existing Customer | 36 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 26 | 4 | 3 | 2 | 2845.0 | 2517 | 328.0 | 0.686 | 2396 | 51 | 0.500 | 0.885 | 2/19/2020 |
| 710607408 | Existing Customer | 37 | F | 3 | High School | Single | Unknown | Blue | 28 | 3 | 1 | 4 | 18570.0 | 1524 | 17046.0 | 1.385 | 3999 | 96 | 0.846 | 0.082 | 11/22/2020 |
| 717613233 | Existing Customer | 45 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 33 | 5 | 2 | 4 | 25907.0 | 745 | 25162.0 | 0.607 | 2058 | 56 | 0.806 | 0.029 | 2/13/2019 |
| 821710308 | Existing Customer | 38 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 5 | 3 | 2 | 2206.0 | 2018 | 188.0 | 0.648 | 1739 | 35 | 0.667 | 0.915 | 5/4/2019 |
| 716089983 | Existing Customer | 31 | M | 0 | Graduate | Single | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 12050.0 | 1732 | 10318.0 | 0.804 | 2015 | 46 | 0.704 | 0.144 | 11/20/2022 |
| 720430083 | Existing Customer | 65 | M | 0 | High School | Unknown | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2107.0 | 1008 | 1099.0 | 0.953 | 3913 | 67 | 0.523 | 0.478 | 1/11/2022 |
| 712071708 | Existing Customer | 63 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2107.0 | 1351 | 756.0 | 0.521 | 1320 | 35 | 0.522 | 0.641 | 10/28/2021 |
| 770721858 | Existing Customer | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 56 | 3 | 2 | 5 | 3539.0 | 2517 | 1022.0 | 0.346 | 1463 | 31 | 0.632 | 0.711 | 12/14/2021 |
| 751381458 | Existing Customer | 43 | F | 3 | College | Married | Unknown | Blue | 36 | 3 | 3 | 4 | 27175.0 | 775 | 26400.0 | 0.543 | 3814 | 72 | 0.800 | 0.029 | 11/12/2021 |
| 715629783 | Existing Customer | 51 | M | 1 | Graduate | Married | $40K - $60K | Silver | 36 | 6 | 2 | 2 | 17905.0 | 980 | 16925.0 | 0.731 | 4399 | 64 | 0.778 | 0.055 | 3/26/2021 |
| 768886533 | Existing Customer | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 3 | 1 | 3 | 4940.0 | 1199 | 3741.0 | 1.570 | 3246 | 57 | 0.900 | 0.243 | 10/15/2019 |
| 711023508 | Existing Customer | 55 | F | 1 | Graduate | Married | Unknown | Blue | 43 | 5 | 4 | 2 | 3161.0 | 1389 | 1772.0 | 0.307 | 1547 | 30 | 0.429 | 0.439 | 5/19/2021 |
| 711291558 | Existing Customer | 27 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 2464.0 | 0 | 2464.0 | 0.502 | 2636 | 50 | 0.429 | 0.000 | 9/14/2020 |
| 714929283 | Existing Customer | 34 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3203.0 | 2229 | 974.0 | 1.146 | 2625 | 52 | 0.625 | 0.696 | 7/9/2020 |
| 716285358 | Existing Customer | 32 | F | 1 | College | Divorced | Less than $40K | Blue | 36 | 3 | 5 | 4 | 1835.0 | 1017 | 818.0 | 0.820 | 2801 | 79 | 0.519 | 0.554 | 1/19/2019 |
| 710958033 | Existing Customer | 49 | F | 5 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 1993.0 | 0 | 1993.0 | 0.539 | 4075 | 76 | 0.689 | 0.000 | 5/3/2020 |
| 711368283 | Existing Customer | 39 | M | 2 | Unknown | Married | $80K - $120K | Blue | 27 | 3 | 3 | 2 | 34516.0 | 1629 | 32887.0 | 1.078 | 3448 | 53 | 1.038 | 0.047 | 6/14/2022 |
| 807275733 | Existing Customer | 27 | M | 0 | Post-Graduate | Single | Unknown | Blue | 22 | 5 | 2 | 2 | 7130.0 | 873 | 6257.0 | 0.530 | 2498 | 37 | 0.321 | 0.122 | 1/8/2020 |
| 708231183 | Existing Customer | 30 | M | 1 | Uneducated | Divorced | Unknown | Blue | 22 | 5 | 3 | 4 | 12539.0 | 910 | 11629.0 | 0.856 | 2643 | 72 | 0.674 | 0.073 | 6/7/2021 |
| 789690483 | Existing Customer | 39 | M | 4 | High School | Married | $80K - $120K | Blue | 25 | 6 | 2 | 3 | 8208.0 | 0 | 8208.0 | 1.568 | 3135 | 39 | 1.167 | 0.000 | 12/12/2022 |
| 789338583 | Existing Customer | 42 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 32 | 4 | 2 | 2 | 26222.0 | 1073 | 25149.0 | 1.288 | 1988 | 30 | 0.579 | 0.041 | 5/22/2019 |
| 717411483 | Existing Customer | 55 | M | 4 | College | Divorced | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 34173.0 | 1194 | 32979.0 | 1.056 | 3731 | 69 | 0.816 | 0.035 | 1/10/2020 |
| 720799608 | Existing Customer | 57 | F | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 5 | 1 | 2 | 3377.0 | 1720 | 1657.0 | 0.491 | 1621 | 32 | 0.391 | 0.509 | 10/5/2019 |
| 714112383 | Existing Customer | 53 | M | 2 | Graduate | Married | $120K + | Blue | 43 | 6 | 3 | 2 | 5882.0 | 2335 | 3547.0 | 0.579 | 1380 | 30 | 0.667 | 0.397 | 1/9/2021 |
| 717994608 | Existing Customer | 51 | M | 0 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 3 | 2 | 7158.0 | 0 | 7158.0 | 0.904 | 2113 | 60 | 0.875 | 0.000 | 8/22/2022 |
| 798558783 | Existing Customer | 47 | M | 3 | Graduate | Married | Less than $40K | Blue | 41 | 6 | 1 | 4 | 5833.0 | 1747 | 4086.0 | 0.551 | 3732 | 75 | 0.531 | 0.300 | 1/2/2019 |
| 716875083 | Existing Customer | 26 | F | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 4 | 4152.0 | 0 | 4152.0 | 0.804 | 2351 | 42 | 0.312 | 0.000 | 6/11/2020 |
| 714603558 | Existing Customer | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 11699.0 | 1758 | 9941.0 | 0.869 | 2007 | 46 | 1.000 | 0.150 | 9/27/2020 |
| 789903708 | Existing Customer | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 6 | 3 | 2 | 4505.0 | 1562 | 2943.0 | 0.604 | 3968 | 68 | 0.619 | 0.347 | 9/9/2020 |
| 801989733 | Existing Customer | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 48 | 6 | 3 | 2 | 7667.0 | 1193 | 6474.0 | 1.101 | 3915 | 76 | 0.617 | 0.156 | 11/23/2020 |
| 789504183 | Existing Customer | 37 | M | 4 | Graduate | Single | $120K + | Blue | 28 | 3 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.572 | 2574 | 62 | 0.771 | 0.000 | 3/22/2022 |
| 714574083 | Existing Customer | 36 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 2 | 3 | 2937.0 | 2159 | 778.0 | 0.670 | 2511 | 51 | 0.700 | 0.735 | 6/10/2019 |
| 717978033 | Existing Customer | 36 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5257.0 | 1572 | 3685.0 | 0.732 | 2822 | 73 | 0.659 | 0.299 | 10/1/2021 |
| 711256908 | Existing Customer | 39 | M | 2 | High School | Single | $60K - $80K | Blue | 28 | 6 | 3 | 3 | 10331.0 | 957 | 9374.0 | 0.699 | 3695 | 81 | 0.653 | 0.093 | 8/28/2020 |
| 721023708 | Existing Customer | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 17557.0 | 0 | 17557.0 | 0.667 | 2142 | 62 | 0.378 | 0.000 | 3/25/2022 |
| 714522258 | Existing Customer | 56 | F | 2 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 3 | 2 | 4366.0 | 1590 | 2776.0 | 0.475 | 1596 | 37 | 0.423 | 0.364 | 8/4/2021 |
| 714247458 | Existing Customer | 56 | F | 4 | Uneducated | Single | Unknown | Blue | 46 | 6 | 2 | 2 | 8037.0 | 2276 | 5761.0 | 0.406 | 3271 | 71 | 0.543 | 0.283 | 1/9/2020 |
| 780416433 | Existing Customer | 38 | M | 2 | Unknown | Married | Less than $40K | Blue | 25 | 4 | 1 | 3 | 8740.0 | 734 | 8006.0 | 1.072 | 2169 | 38 | 0.652 | 0.084 | 11/13/2022 |
| 713644758 | Existing Customer | 49 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 3 | 8514.0 | 2013 | 6501.0 | 0.664 | 4098 | 74 | 0.542 | 0.236 | 6/2/2020 |
| 712700358 | Existing Customer | 36 | F | 4 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 3 | 2 | 2002.0 | 1377 | 625.0 | 0.671 | 2411 | 60 | 0.714 | 0.688 | 6/6/2019 |
| 779873508 | Existing Customer | 51 | F | 0 | High School | Married | Less than $40K | Blue | 35 | 5 | 3 | 4 | 3132.0 | 1815 | 1317.0 | 1.018 | 3607 | 60 | 0.935 | 0.580 | 3/6/2022 |
| 779342958 | Existing Customer | 26 | F | 0 | College | Married | $40K - $60K | Blue | 13 | 2 | 3 | 3 | 2010.0 | 1070 | 940.0 | 0.906 | 3625 | 85 | 0.635 | 0.532 | 7/11/2019 |
| 711738333 | Existing Customer | 34 | M | 2 | Graduate | Married | $80K - $120K | Blue | 23 | 6 | 2 | 3 | 7567.0 | 1776 | 5791.0 | 1.275 | 2361 | 45 | 0.875 | 0.235 | 9/21/2020 |
| 709413933 | Attrited Customer | 56 | M | 2 | High School | Single | $40K - $60K | Blue | 40 | 2 | 6 | 4 | 2381.0 | 651 | 1730.0 | 0.592 | 1920 | 46 | 0.586 | 0.273 | 10/2/2021 |
| 720323208 | Existing Customer | 43 | M | 2 | Graduate | Married | $120K + | Silver | 31 | 6 | 2 | 4 | 34516.0 | 2398 | 32118.0 | 0.917 | 4976 | 88 | 0.692 | 0.069 | 7/15/2022 |
| 708132783 | Existing Customer | 47 | F | 3 | Uneducated | Single | Unknown | Blue | 42 | 6 | 2 | 2 | 16411.0 | 1179 | 15232.0 | 0.849 | 3929 | 71 | 0.732 | 0.072 | 9/25/2019 |
| 713372583 | Existing Customer | 42 | F | 4 | High School | Single | Less than $40K | Blue | 19 | 3 | 2 | 0 | 1438.3 | 0 | 1438.3 | 0.676 | 3786 | 67 | 0.523 | 0.000 | 12/27/2022 |
| 710092683 | Existing Customer | 38 | M | 2 | College | Married | $80K - $120K | Blue | 30 | 2 | 3 | 2 | 3735.0 | 1421 | 2314.0 | 0.570 | 1837 | 47 | 0.741 | 0.380 | 8/18/2020 |
| 779284833 | Existing Customer | 55 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 37 | 3 | 3 | 1 | 22127.0 | 1799 | 20328.0 | 0.758 | 3591 | 63 | 0.750 | 0.081 | 1/26/2021 |
| 713426358 | Existing Customer | 28 | F | 0 | College | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 5685.0 | 0 | 5685.0 | 1.334 | 2395 | 62 | 1.000 | 0.000 | 2/2/2019 |
| 717132633 | Existing Customer | 62 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 50 | 3 | 2 | 2 | 7348.0 | 1466 | 5882.0 | 1.236 | 3066 | 61 | 0.694 | 0.200 | 2/16/2021 |
| 714967233 | Attrited Customer | 52 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 3 | 2 | 3 | 11188.0 | 0 | 11188.0 | 0.658 | 2109 | 47 | 0.621 | 0.000 | 2/24/2022 |
| 767587833 | Existing Customer | 44 | M | 3 | Unknown | Single | $120K + | Blue | 37 | 3 | 1 | 5 | 3650.0 | 2512 | 1138.0 | 0.739 | 4599 | 75 | 0.471 | 0.688 | 6/14/2021 |
| 714954033 | Existing Customer | 29 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5076.0 | 1223 | 3853.0 | 0.830 | 2675 | 57 | 0.629 | 0.241 | 11/21/2020 |
| 716154258 | Existing Customer | 48 | M | 4 | Doctorate | Unknown | $60K - $80K | Silver | 38 | 3 | 2 | 2 | 32658.0 | 1482 | 31176.0 | 0.941 | 2023 | 37 | 0.542 | 0.045 | 7/27/2020 |
| 755399433 | Existing Customer | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 28634.0 | 926 | 27708.0 | 0.622 | 4549 | 68 | 0.659 | 0.032 | 5/8/2019 |
| 709876008 | Existing Customer | 49 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3414.0 | 1473 | 1941.0 | 0.597 | 1803 | 49 | 1.130 | 0.431 | 12/11/2021 |
| 709918158 | Existing Customer | 43 | M | 3 | High School | Married | $80K - $120K | Blue | 23 | 5 | 6 | 1 | 12315.0 | 0 | 12315.0 | 0.895 | 2028 | 51 | 0.545 | 0.000 | 7/7/2019 |
| 713350908 | Existing Customer | 41 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2690.0 | 1912 | 778.0 | 0.692 | 3636 | 68 | 0.700 | 0.711 | 4/12/2020 |
| 715759458 | Existing Customer | 43 | M | 3 | Graduate | Single | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 12165.0 | 0 | 12165.0 | 1.160 | 4066 | 74 | 0.682 | 0.000 | 12/13/2019 |
| 713976258 | Existing Customer | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 3 | 1792.0 | 989 | 803.0 | 1.202 | 3102 | 63 | 0.703 | 0.552 | 12/17/2021 |
| 790174608 | Existing Customer | 37 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 30 | 6 | 3 | 2 | 19300.0 | 1181 | 18119.0 | 0.764 | 2660 | 70 | 0.795 | 0.061 | 12/1/2020 |
| 771335358 | Existing Customer | 37 | M | 2 | College | Divorced | $40K - $60K | Blue | 24 | 3 | 3 | 4 | 8120.0 | 2098 | 6022.0 | 0.826 | 3161 | 54 | 0.688 | 0.258 | 3/18/2019 |
| 708382083 | Existing Customer | 49 | M | 5 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 2292.0 | 0 | 2292.0 | 0.976 | 2584 | 60 | 0.500 | 0.000 | 9/9/2022 |
| 771829758 | Existing Customer | 36 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 3 | 3 | 21434.0 | 1345 | 20089.0 | 0.603 | 2143 | 46 | 0.586 | 0.063 | 8/19/2021 |
| 767333808 | Existing Customer | 50 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 43 | 5 | 3 | 4 | 3424.0 | 0 | 3424.0 | 0.765 | 4929 | 74 | 0.574 | 0.000 | 10/20/2019 |
| 721385433 | Existing Customer | 64 | M | 0 | Unknown | Married | Less than $40K | Blue | 51 | 3 | 3 | 4 | 2787.0 | 1201 | 1586.0 | 0.372 | 1662 | 39 | 0.625 | 0.431 | 12/22/2021 |
| 794293908 | Existing Customer | 36 | F | 3 | College | Single | Unknown | Blue | 30 | 3 | 2 | 3 | 8696.0 | 1482 | 7214.0 | 1.002 | 2847 | 67 | 0.971 | 0.170 | 4/20/2021 |
| 720409608 | Existing Customer | 45 | M | 3 | High School | Married | $120K + | Blue | 35 | 6 | 2 | 3 | 32446.0 | 1974 | 30472.0 | 0.621 | 1717 | 39 | 0.696 | 0.061 | 10/24/2020 |
| 717830583 | Existing Customer | 41 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 9133.0 | 2140 | 6993.0 | 0.649 | 4101 | 88 | 0.630 | 0.234 | 10/21/2021 |
| 715455708 | Existing Customer | 47 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 2 | 5116.0 | 1468 | 3648.0 | 0.910 | 2361 | 49 | 0.633 | 0.287 | 11/23/2021 |
| 719108358 | Existing Customer | 39 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 31 | 5 | 2 | 1 | 18974.0 | 2517 | 16457.0 | 1.369 | 2783 | 56 | 1.000 | 0.133 | 5/31/2019 |
| 769323183 | Existing Customer | 51 | M | 4 | Uneducated | Single | $120K + | Blue | 45 | 6 | 2 | 3 | 12101.0 | 2517 | 9584.0 | 0.733 | 2086 | 44 | 0.760 | 0.208 | 7/31/2020 |
| 820020258 | Existing Customer | 55 | F | 1 | High School | Single | $40K - $60K | Blue | 46 | 5 | 3 | 4 | 5379.0 | 962 | 4417.0 | 0.827 | 1778 | 40 | 0.290 | 0.179 | 3/4/2019 |
| 719234883 | Existing Customer | 57 | M | 3 | Graduate | Single | $120K + | Blue | 49 | 5 | 3 | 3 | 32676.0 | 2134 | 30542.0 | 0.797 | 3990 | 88 | 0.760 | 0.065 | 5/25/2022 |
| 807349158 | Existing Customer | 36 | M | 4 | Doctorate | Divorced | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.0 | 1491 | 33025.0 | 0.930 | 2243 | 60 | 0.935 | 0.043 | 11/19/2019 |
| 710799783 | Existing Customer | 35 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 15202.0 | 1779 | 13423.0 | 1.392 | 3143 | 60 | 0.579 | 0.117 | 1/25/2020 |
| 778456983 | Existing Customer | 38 | F | 2 | Unknown | Single | Less than $40K | Blue | 23 | 5 | 3 | 3 | 2222.0 | 1205 | 1017.0 | 0.395 | 1823 | 49 | 0.361 | 0.542 | 12/8/2021 |
| 708644208 | Existing Customer | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 5 | 2 | 4 | 5858.0 | 0 | 5858.0 | 0.853 | 3355 | 77 | 0.604 | 0.000 | 5/23/2021 |
| 711659958 | Existing Customer | 65 | F | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 1 | 2692.0 | 1869 | 823.0 | 0.744 | 1594 | 36 | 0.895 | 0.694 | 2/21/2020 |
| 798988983 | Existing Customer | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 6 | 3 | 2 | 7165.0 | 2037 | 5128.0 | 0.830 | 3553 | 78 | 0.902 | 0.284 | 12/4/2021 |
| 710760258 | Existing Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 1.084 | 4740 | 81 | 0.653 | 0.000 | 2/6/2021 |
| 799700208 | Existing Customer | 38 | M | 2 | Graduate | Single | $60K - $80K | Silver | 32 | 5 | 1 | 1 | 26988.0 | 1587 | 25401.0 | 0.968 | 3732 | 70 | 0.795 | 0.059 | 6/7/2022 |
| 772401933 | Existing Customer | 36 | F | 1 | Unknown | Single | Less than $40K | Blue | 26 | 3 | 3 | 2 | 2517.0 | 0 | 2517.0 | 0.946 | 3569 | 62 | 0.771 | 0.000 | 3/18/2021 |
| 787460883 | Attrited Customer | 41 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 11091.0 | 0 | 11091.0 | 0.522 | 1234 | 34 | 0.308 | 0.000 | 6/3/2022 |
| 770937183 | Existing Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Silver | 27 | 3 | 1 | 2 | 10745.0 | 2084 | 8661.0 | 0.847 | 3502 | 87 | 0.933 | 0.194 | 3/21/2019 |
| 715468083 | Existing Customer | 40 | F | 2 | Doctorate | Married | Unknown | Silver | 36 | 3 | 2 | 4 | 34516.0 | 1686 | 32830.0 | 0.562 | 3146 | 66 | 0.650 | 0.049 | 1/13/2020 |
| 807161508 | Existing Customer | 26 | M | 1 | Unknown | Single | Less than $40K | Blue | 20 | 6 | 3 | 2 | 2590.0 | 1748 | 842.0 | 0.626 | 2804 | 52 | 0.486 | 0.675 | 2/5/2022 |
| 772268058 | Existing Customer | 46 | F | 4 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 2722.0 | 1473 | 1249.0 | 0.737 | 3129 | 69 | 0.683 | 0.541 | 9/4/2021 |
| 710166783 | Existing Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 0 | 8228.0 | 0 | 8228.0 | 0.942 | 4277 | 80 | 0.702 | 0.000 | 8/24/2021 |
| 804820233 | Existing Customer | 38 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 33 | 6 | 3 | 2 | 11777.0 | 1781 | 9996.0 | 0.565 | 2763 | 62 | 0.879 | 0.151 | 9/21/2019 |
| 708758658 | Existing Customer | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 5 | 1 | 1 | 34516.0 | 543 | 33973.0 | 0.745 | 3951 | 76 | 0.900 | 0.016 | 4/9/2022 |
| 714011358 | Existing Customer | 38 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 24 | 5 | 1 | 3 | 14821.0 | 0 | 14821.0 | 0.661 | 2876 | 60 | 0.622 | 0.000 | 11/7/2021 |
| 712401033 | Existing Customer | 36 | M | 1 | Unknown | Single | Less than $40K | Blue | 23 | 4 | 3 | 1 | 1438.3 | 928 | 510.3 | 0.851 | 2186 | 59 | 0.686 | 0.645 | 8/13/2020 |
| 771212508 | Existing Customer | 34 | F | 2 | Unknown | Single | Less than $40K | Blue | 21 | 6 | 3 | 4 | 6131.0 | 1270 | 4861.0 | 0.913 | 2825 | 93 | 0.824 | 0.207 | 4/27/2019 |
| 821150958 | Existing Customer | 52 | M | 5 | Graduate | Single | $80K - $120K | Blue | 47 | 3 | 1 | 1 | 2047.0 | 665 | 1382.0 | 0.605 | 3452 | 66 | 0.692 | 0.325 | 3/5/2022 |
| 792272658 | Existing Customer | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 3 | 3 | 4 | 22380.0 | 1220 | 21160.0 | 0.884 | 3756 | 73 | 0.780 | 0.055 | 4/21/2022 |
| 809818008 | Existing Customer | 36 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 3 | 3 | 5 | 12893.0 | 1620 | 11273.0 | 0.576 | 2300 | 60 | 0.463 | 0.126 | 4/24/2022 |
| 803231058 | Existing Customer | 53 | M | 3 | High School | Single | Less than $40K | Blue | 47 | 5 | 1 | 1 | 3351.0 | 1474 | 1877.0 | 0.393 | 4294 | 66 | 0.737 | 0.440 | 1/19/2020 |
| 715698633 | Existing Customer | 40 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 5093.0 | 2376 | 2717.0 | 0.822 | 2341 | 57 | 0.541 | 0.467 | 6/11/2020 |
| 720450108 | Existing Customer | 54 | M | 1 | Graduate | Married | $40K - $60K | Blue | 44 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.576 | 1585 | 37 | 0.609 | 0.000 | 1/8/2020 |
| 719076858 | Existing Customer | 34 | M | 4 | College | Single | $60K - $80K | Blue | 20 | 5 | 1 | 2 | 2165.0 | 1952 | 213.0 | 0.822 | 2651 | 81 | 0.841 | 0.902 | 12/8/2019 |
| 720016308 | Existing Customer | 62 | F | 1 | Unknown | Single | Less than $40K | Blue | 54 | 4 | 2 | 2 | 1927.0 | 1319 | 608.0 | 0.672 | 4199 | 77 | 0.750 | 0.684 | 1/23/2019 |
| 712443558 | Existing Customer | 39 | F | 1 | College | Single | Unknown | Blue | 36 | 6 | 1 | 1 | 22125.0 | 0 | 22125.0 | 0.645 | 1994 | 57 | 0.727 | 0.000 | 11/10/2022 |
| 711835758 | Existing Customer | 50 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 4 | 5 | 3 | 34516.0 | 2099 | 32417.0 | 0.449 | 1756 | 35 | 0.250 | 0.061 | 1/3/2019 |
| 709284333 | Existing Customer | 36 | M | 1 | Uneducated | Divorced | $120K + | Blue | 28 | 6 | 3 | 2 | 5260.0 | 1116 | 4144.0 | 0.664 | 2546 | 62 | 0.879 | 0.212 | 12/1/2021 |
| 788122533 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.706 | 1336 | 32 | 0.882 | 0.000 | 2/23/2021 |
| 709206333 | Attrited Customer | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 30 | 3 | 4 | 4 | 4333.0 | 0 | 4333.0 | 0.463 | 1558 | 40 | 0.538 | 0.000 | 8/14/2020 |
| 713039808 | Existing Customer | 45 | M | 4 | College | Married | Less than $40K | Blue | 32 | 3 | 2 | 1 | 6637.0 | 0 | 6637.0 | 0.675 | 1801 | 48 | 0.600 | 0.000 | 11/3/2019 |
| 801700233 | Existing Customer | 36 | M | 2 | Graduate | Single | $120K + | Blue | 28 | 4 | 3 | 0 | 3174.0 | 2462 | 712.0 | 0.772 | 3140 | 74 | 0.721 | 0.776 | 10/14/2020 |
| 716815308 | Existing Customer | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 5 | 4396.0 | 1489 | 2907.0 | 1.258 | 3942 | 69 | 0.816 | 0.339 | 12/12/2019 |
| 821149008 | Attrited Customer | 52 | M | 2 | Graduate | Single | $80K - $120K | Blue | 48 | 6 | 2 | 4 | 34516.0 | 0 | 34516.0 | 0.539 | 1661 | 40 | 0.600 | 0.000 | 11/4/2021 |
| 720580383 | Existing Customer | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.868 | 3637 | 80 | 0.860 | 0.000 | 2/8/2021 |
| 780202908 | Existing Customer | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 3 | 4 | 6853.0 | 1480 | 5373.0 | 0.513 | 2833 | 70 | 0.556 | 0.216 | 10/5/2022 |
| 787504158 | Existing Customer | 36 | F | 0 | Unknown | Married | Less than $40K | Blue | 24 | 4 | 3 | 2 | 2570.0 | 2230 | 340.0 | 0.686 | 1755 | 42 | 0.448 | 0.868 | 6/6/2020 |
| 716183283 | Existing Customer | 27 | F | 1 | College | Divorced | Less than $40K | Blue | 15 | 5 | 3 | 2 | 2166.0 | 890 | 1276.0 | 1.024 | 3563 | 70 | 0.892 | 0.411 | 2/1/2020 |
| 824168808 | Existing Customer | 31 | F | 1 | College | Divorced | Unknown | Blue | 27 | 4 | 6 | 3 | 3647.0 | 1480 | 2167.0 | 0.760 | 2271 | 60 | 0.364 | 0.406 | 7/12/2020 |
| 712936908 | Existing Customer | 36 | M | 3 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 1 | 11684.0 | 1786 | 9898.0 | 0.806 | 2969 | 88 | 0.796 | 0.153 | 2/20/2021 |
| 719855958 | Existing Customer | 41 | M | 4 | High School | Single | $60K - $80K | Blue | 28 | 6 | 1 | 4 | 4475.0 | 0 | 4475.0 | 0.706 | 3367 | 66 | 0.737 | 0.000 | 7/22/2019 |
| 710112933 | Existing Customer | 28 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 18 | 6 | 3 | 2 | 16604.0 | 1716 | 14888.0 | 1.025 | 2580 | 61 | 0.649 | 0.103 | 7/6/2019 |
| 768364233 | Existing Customer | 59 | M | 1 | High School | Married | $40K - $60K | Blue | 53 | 6 | 2 | 5 | 5446.0 | 1885 | 3561.0 | 0.643 | 1505 | 33 | 0.320 | 0.346 | 9/26/2022 |
| 771725808 | Existing Customer | 43 | M | 3 | Uneducated | Unknown | $80K - $120K | Blue | 31 | 5 | 1 | 4 | 28700.0 | 769 | 27931.0 | 0.901 | 3395 | 71 | 0.578 | 0.027 | 7/29/2021 |
| 780686358 | Existing Customer | 41 | M | 3 | Unknown | Married | $60K - $80K | Blue | 30 | 3 | 1 | 1 | 2888.0 | 1676 | 1212.0 | 0.534 | 3798 | 58 | 0.812 | 0.580 | 1/27/2021 |
| 712762758 | Existing Customer | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 34 | 4 | 2 | 0 | 9451.0 | 1280 | 8171.0 | 0.681 | 3179 | 79 | 0.975 | 0.135 | 1/15/2019 |
| 714392808 | Existing Customer | 51 | M | 3 | Unknown | Married | $80K - $120K | Blue | 43 | 3 | 4 | 5 | 13933.0 | 1019 | 12914.0 | 0.875 | 3504 | 62 | 0.771 | 0.073 | 8/4/2021 |
| 713089458 | Existing Customer | 44 | M | 1 | High School | Married | Less than $40K | Blue | 33 | 5 | 2 | 2 | 6130.0 | 808 | 5322.0 | 0.747 | 3411 | 78 | 0.592 | 0.132 | 1/3/2019 |
| 826780683 | Existing Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 15008.0 | 0 | 15008.0 | 0.784 | 3943 | 85 | 0.771 | 0.000 | 3/5/2022 |
| 780251658 | Existing Customer | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 18 | 4 | 1 | 4 | 4583.0 | 1586 | 2997.0 | 0.828 | 2395 | 57 | 0.781 | 0.346 | 10/16/2021 |
| 772273983 | Attrited Customer | 48 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 37 | 1 | 3 | 4 | 5268.0 | 2191 | 3077.0 | 0.622 | 2138 | 40 | 0.429 | 0.416 | 8/17/2020 |
| 737944908 | Existing Customer | 58 | M | 2 | Unknown | Married | $60K - $80K | Blue | 51 | 4 | 2 | 2 | 14976.0 | 1463 | 13513.0 | 0.635 | 1599 | 36 | 0.565 | 0.098 | 3/2/2020 |
| 720688158 | Existing Customer | 37 | F | 3 | High School | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 2282.0 | 0 | 2282.0 | 0.741 | 2751 | 68 | 0.659 | 0.000 | 12/3/2021 |
| 719902908 | Attrited Customer | 51 | M | 3 | Unknown | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 5130.0 | 0 | 5130.0 | 0.407 | 1434 | 31 | 0.292 | 0.000 | 1/19/2022 |
| 771682533 | Existing Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 5702.0 | 0 | 5702.0 | 0.773 | 3928 | 75 | 0.744 | 0.000 | 10/26/2019 |
| 708193008 | Existing Customer | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 3 | 4 | 14480.0 | 0 | 14480.0 | 0.703 | 1616 | 43 | 0.654 | 0.000 | 9/30/2021 |
| 772449858 | Existing Customer | 51 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 41 | 5 | 3 | 4 | 7570.0 | 1388 | 6182.0 | 0.909 | 3849 | 70 | 0.591 | 0.183 | 2/1/2021 |
| 715992558 | Existing Customer | 52 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 4 | 2 | 2 | 12878.0 | 1628 | 11250.0 | 0.542 | 1968 | 59 | 0.735 | 0.126 | 10/3/2019 |
| 708502908 | Existing Customer | 61 | M | 2 | High School | Single | $60K - $80K | Silver | 48 | 5 | 2 | 3 | 26218.0 | 0 | 26218.0 | 0.740 | 3925 | 88 | 0.833 | 0.000 | 5/4/2020 |
| 720132258 | Existing Customer | 49 | M | 3 | Post-Graduate | Single | $120K + | Silver | 36 | 6 | 1 | 5 | 34516.0 | 1323 | 33193.0 | 0.934 | 3422 | 78 | 0.529 | 0.038 | 9/6/2020 |
| 708704433 | Existing Customer | 36 | F | 3 | High School | Single | Unknown | Blue | 23 | 6 | 3 | 4 | 2804.0 | 2090 | 714.0 | 1.248 | 2812 | 77 | 1.081 | 0.745 | 11/12/2019 |
| 720906033 | Existing Customer | 35 | M | 1 | Graduate | Married | $40K - $60K | Blue | 25 | 5 | 4 | 4 | 5801.0 | 1176 | 4625.0 | 1.120 | 2987 | 52 | 0.857 | 0.203 | 6/30/2022 |
| 719961183 | Existing Customer | 63 | F | 0 | High School | Married | Less than $40K | Blue | 53 | 5 | 3 | 2 | 2271.0 | 1278 | 993.0 | 0.375 | 1550 | 33 | 0.650 | 0.563 | 7/11/2021 |
| 718838808 | Existing Customer | 36 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 23 | 6 | 3 | 3 | 3107.0 | 2354 | 753.0 | 1.248 | 2720 | 48 | 1.182 | 0.758 | 2/8/2020 |
| 710268858 | Existing Customer | 33 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 5 | 1 | 2 | 2001.0 | 1217 | 784.0 | 0.775 | 3162 | 99 | 0.707 | 0.608 | 11/25/2019 |
| 788360283 | Existing Customer | 33 | M | 1 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 1 | 0 | 1438.3 | 0 | 1438.3 | 0.865 | 2557 | 55 | 0.618 | 0.000 | 11/14/2019 |
| 717914808 | Existing Customer | 65 | M | 1 | High School | Single | Unknown | Blue | 36 | 4 | 3 | 5 | 4465.0 | 703 | 3762.0 | 1.026 | 4044 | 66 | 0.650 | 0.157 | 4/13/2021 |
| 802884933 | Existing Customer | 61 | M | 1 | Graduate | Married | $60K - $80K | Blue | 55 | 6 | 2 | 3 | 3264.0 | 1348 | 1916.0 | 0.756 | 1665 | 32 | 0.524 | 0.413 | 8/26/2021 |
| 714436383 | Existing Customer | 44 | M | 4 | Graduate | Unknown | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 26856.0 | 0 | 26856.0 | 0.581 | 4222 | 75 | 0.471 | 0.000 | 3/30/2019 |
| 718785483 | Existing Customer | 38 | M | 1 | Doctorate | Single | $80K - $120K | Silver | 29 | 6 | 3 | 3 | 34516.0 | 1435 | 33081.0 | 1.130 | 4238 | 85 | 0.809 | 0.042 | 3/9/2020 |
| 708816408 | Existing Customer | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 6 | 3 | 21756.0 | 0 | 21756.0 | 0.817 | 3063 | 71 | 0.511 | 0.000 | 12/13/2021 |
| 715363908 | Existing Customer | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 4 | 1 | 2 | 4726.0 | 1551 | 3175.0 | 0.544 | 3658 | 70 | 0.628 | 0.328 | 12/11/2019 |
| 709163358 | Attrited Customer | 41 | M | 5 | Unknown | Single | $60K - $80K | Gold | 32 | 2 | 3 | 4 | 34516.0 | 2517 | 31999.0 | 0.465 | 1727 | 35 | 0.458 | 0.073 | 12/18/2019 |
| 827643858 | Existing Customer | 45 | F | 2 | Unknown | Single | Less than $40K | Blue | 41 | 6 | 2 | 2 | 5596.0 | 0 | 5596.0 | 0.833 | 3212 | 64 | 0.422 | 0.000 | 8/11/2020 |
| 711251133 | Existing Customer | 37 | M | 0 | Post-Graduate | Single | $80K - $120K | Blue | 27 | 5 | 2 | 3 | 15326.0 | 0 | 15326.0 | 1.159 | 2990 | 55 | 0.964 | 0.000 | 6/28/2019 |
| 716896833 | Existing Customer | 51 | M | 1 | Unknown | Single | $80K - $120K | Blue | 38 | 3 | 1 | 4 | 11373.0 | 1319 | 10054.0 | 0.693 | 1976 | 35 | 0.750 | 0.116 | 4/30/2020 |
| 789193383 | Existing Customer | 65 | M | 0 | Uneducated | Single | Less than $40K | Blue | 54 | 3 | 1 | 5 | 2644.0 | 1691 | 953.0 | 0.755 | 3495 | 70 | 0.628 | 0.640 | 3/3/2019 |
| 712801758 | Existing Customer | 37 | F | 1 | Graduate | Single | $40K - $60K | Blue | 27 | 6 | 1 | 2 | 2673.0 | 2517 | 156.0 | 0.714 | 3052 | 63 | 0.750 | 0.942 | 6/2/2021 |
| 719836083 | Existing Customer | 54 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 4 | 2 | 7477.0 | 1752 | 5725.0 | 0.294 | 1543 | 34 | 0.172 | 0.234 | 9/13/2022 |
| 718291233 | Existing Customer | 46 | M | 4 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 1 | 3 | 16227.0 | 917 | 15310.0 | 0.479 | 4314 | 67 | 0.634 | 0.057 | 2/2/2022 |
| 718682883 | Existing Customer | 41 | M | 2 | Unknown | Single | $80K - $120K | Blue | 34 | 3 | 3 | 1 | 19110.0 | 2449 | 16661.0 | 1.000 | 4478 | 76 | 0.727 | 0.128 | 4/11/2020 |
| 771503958 | Existing Customer | 49 | M | 2 | Unknown | Single | $40K - $60K | Blue | 37 | 5 | 1 | 3 | 2993.0 | 1265 | 1728.0 | 0.579 | 4089 | 72 | 0.674 | 0.423 | 5/19/2020 |
| 771960708 | Existing Customer | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 2 | 4 | 3290.0 | 2461 | 829.0 | 0.797 | 3591 | 80 | 0.739 | 0.748 | 10/13/2020 |
| 717427983 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Silver | 39 | 4 | 3 | 4 | 11176.0 | 2422 | 8754.0 | 1.003 | 2682 | 64 | 0.641 | 0.217 | 6/10/2022 |
| 712737108 | Existing Customer | 48 | F | 4 | High School | Married | Unknown | Blue | 36 | 4 | 1 | 2 | 21416.0 | 0 | 21416.0 | 0.702 | 4221 | 75 | 0.923 | 0.000 | 12/1/2021 |
| 771599283 | Existing Customer | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 2 | 5 | 2492.0 | 1668 | 824.0 | 0.651 | 1606 | 32 | 0.882 | 0.669 | 5/14/2020 |
| 717237708 | Existing Customer | 54 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 38 | 3 | 3 | 5 | 14265.0 | 1878 | 12387.0 | 0.847 | 3982 | 58 | 0.871 | 0.132 | 12/9/2019 |
| 710703708 | Existing Customer | 46 | F | 4 | Unknown | Single | $40K - $60K | Silver | 35 | 6 | 3 | 2 | 16985.0 | 968 | 16017.0 | 0.455 | 2961 | 56 | 0.647 | 0.057 | 2/25/2022 |
| 712513458 | Existing Customer | 47 | F | 4 | High School | Single | Less than $40K | Blue | 38 | 4 | 1 | 4 | 7469.0 | 1899 | 5570.0 | 0.999 | 3150 | 70 | 0.489 | 0.254 | 3/17/2022 |
| 709690158 | Existing Customer | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 4592.0 | 2517 | 2075.0 | 0.572 | 1470 | 33 | 0.737 | 0.548 | 8/4/2021 |
| 709959858 | Existing Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 4 | 4341.0 | 0 | 4341.0 | 0.613 | 3825 | 63 | 0.537 | 0.000 | 5/16/2020 |
| 720683958 | Existing Customer | 41 | M | 4 | Uneducated | Divorced | $80K - $120K | Gold | 36 | 6 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.742 | 4077 | 67 | 0.763 | 0.000 | 2/20/2021 |
| 780704358 | Existing Customer | 34 | M | 3 | Post-Graduate | Unknown | $60K - $80K | Silver | 23 | 4 | 3 | 0 | 27710.0 | 0 | 27710.0 | 0.777 | 4014 | 73 | 0.659 | 0.000 | 4/20/2021 |
| 717843783 | Existing Customer | 33 | F | 1 | College | Single | Less than $40K | Silver | 17 | 4 | 3 | 2 | 13431.0 | 1583 | 11848.0 | 0.621 | 2338 | 71 | 0.690 | 0.118 | 10/28/2019 |
| 718318383 | Existing Customer | 49 | M | 1 | High School | Unknown | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2645.0 | 1499 | 1146.0 | 0.670 | 4251 | 69 | 0.533 | 0.567 | 2/3/2020 |
| 708849858 | Existing Customer | 44 | M | 3 | Doctorate | Single | $120K + | Blue | 35 | 4 | 1 | 5 | 14028.0 | 1435 | 12593.0 | 0.570 | 3683 | 73 | 0.738 | 0.102 | 4/15/2021 |
| 712652283 | Existing Customer | 36 | M | 1 | Uneducated | Divorced | $80K - $120K | Blue | 28 | 4 | 1 | 3 | 34516.0 | 774 | 33742.0 | 0.989 | 3030 | 74 | 0.805 | 0.022 | 4/8/2019 |
| 793461933 | Existing Customer | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 31 | 4 | 2 | 4 | 5699.0 | 1006 | 4693.0 | 0.734 | 2835 | 57 | 0.900 | 0.177 | 8/16/2019 |
| 720084183 | Existing Customer | 46 | M | 3 | Unknown | Divorced | $120K + | Blue | 34 | 5 | 2 | 4 | 16284.0 | 0 | 16284.0 | 0.889 | 3018 | 75 | 0.500 | 0.000 | 12/27/2022 |
| 767114958 | Existing Customer | 65 | M | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 4 | 2 | 2 | 3226.0 | 2073 | 1153.0 | 1.035 | 3250 | 70 | 0.591 | 0.643 | 1/16/2020 |
| 709216533 | Existing Customer | 52 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 2803.0 | 778 | 2025.0 | 0.550 | 3142 | 64 | 0.561 | 0.278 | 10/6/2022 |
| 720897783 | Existing Customer | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 30 | 6 | 2 | 5 | 34516.0 | 2010 | 32506.0 | 0.594 | 2776 | 59 | 0.735 | 0.058 | 11/22/2019 |
| 773503308 | Existing Customer | 59 | M | 1 | Uneducated | Single | Less than $40K | Blue | 53 | 5 | 5 | 4 | 2192.0 | 1569 | 623.0 | 0.706 | 4010 | 79 | 0.717 | 0.716 | 12/27/2019 |
| 719963433 | Existing Customer | 37 | F | 3 | Unknown | Single | Unknown | Blue | 29 | 3 | 2 | 2 | 8318.0 | 1945 | 6373.0 | 1.487 | 3676 | 77 | 1.139 | 0.234 | 7/20/2021 |
| 708139833 | Attrited Customer | 40 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 6391.0 | 0 | 6391.0 | 0.632 | 2323 | 44 | 0.419 | 0.000 | 6/29/2022 |
| 710664558 | Existing Customer | 40 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 5 | 2 | 4 | 4736.0 | 945 | 3791.0 | 0.835 | 3927 | 73 | 0.659 | 0.200 | 1/21/2022 |
| 713687508 | Existing Customer | 59 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 49 | 5 | 2 | 4 | 9944.0 | 1606 | 8338.0 | 0.620 | 3159 | 69 | 0.568 | 0.162 | 11/9/2020 |
| 816312633 | Existing Customer | 52 | F | 3 | College | Married | $40K - $60K | Blue | 47 | 6 | 3 | 3 | 4717.0 | 0 | 4717.0 | 0.563 | 2349 | 66 | 0.347 | 0.000 | 7/5/2022 |
| 712019883 | Existing Customer | 43 | F | 4 | Unknown | Unknown | Unknown | Blue | 34 | 5 | 3 | 3 | 12778.0 | 1528 | 11250.0 | 0.777 | 3337 | 69 | 0.769 | 0.120 | 5/27/2021 |
| 718216008 | Existing Customer | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 2 | 3 | 16920.0 | 2157 | 14763.0 | 0.629 | 3275 | 60 | 0.500 | 0.127 | 1/23/2020 |
| 718345233 | Existing Customer | 45 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 35 | 6 | 3 | 3 | 3240.0 | 2517 | 723.0 | 0.636 | 1904 | 41 | 0.519 | 0.777 | 3/18/2019 |
| 771228183 | Existing Customer | 30 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 17 | 4 | 1 | 3 | 4704.0 | 0 | 4704.0 | 1.177 | 3294 | 87 | 0.891 | 0.000 | 5/16/2019 |
| 789430083 | Existing Customer | 41 | F | 5 | High School | Single | $40K - $60K | Blue | 32 | 6 | 1 | 2 | 14987.0 | 1425 | 13562.0 | 0.800 | 4470 | 83 | 0.844 | 0.095 | 8/4/2022 |
| 779524833 | Existing Customer | 51 | M | 1 | Unknown | Single | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 3554.0 | 1563 | 1991.0 | 0.893 | 3640 | 59 | 0.735 | 0.440 | 6/29/2020 |
| 823621083 | Existing Customer | 46 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 3 | 3 | 4 | 9227.0 | 938 | 8289.0 | 0.735 | 3948 | 74 | 0.721 | 0.102 | 10/13/2021 |
| 715563558 | Existing Customer | 50 | M | 1 | Unknown | Married | $120K + | Blue | 40 | 3 | 3 | 2 | 7522.0 | 1057 | 6465.0 | 1.197 | 2533 | 62 | 1.138 | 0.141 | 4/7/2020 |
| 715424283 | Existing Customer | 31 | F | 0 | College | Married | Less than $40K | Blue | 21 | 5 | 2 | 2 | 1677.0 | 0 | 1677.0 | 1.369 | 3059 | 50 | 0.613 | 0.000 | 6/20/2021 |
| 807209808 | Existing Customer | 48 | M | 1 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 2319.0 | 1630 | 689.0 | 0.846 | 3739 | 68 | 0.659 | 0.703 | 10/7/2019 |
| 716578158 | Existing Customer | 39 | F | 1 | Unknown | Married | Less than $40K | Blue | 29 | 6 | 2 | 5 | 2722.0 | 1592 | 1130.0 | 1.319 | 3205 | 49 | 0.633 | 0.585 | 5/27/2020 |
| 708911508 | Existing Customer | 50 | F | 2 | Unknown | Married | Less than $40K | Blue | 39 | 3 | 3 | 2 | 2046.0 | 0 | 2046.0 | 0.936 | 3446 | 71 | 0.578 | 0.000 | 3/23/2022 |
| 717332733 | Existing Customer | 47 | M | 4 | Unknown | Single | $80K - $120K | Silver | 37 | 5 | 2 | 4 | 34516.0 | 0 | 34516.0 | 1.060 | 2851 | 80 | 0.739 | 0.000 | 10/9/2020 |
| 710681808 | Existing Customer | 53 | M | 3 | High School | Single | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 18531.0 | 1548 | 16983.0 | 0.833 | 2484 | 52 | 0.857 | 0.084 | 6/2/2020 |
| 708740808 | Existing Customer | 45 | M | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 4112.0 | 0 | 4112.0 | 0.777 | 2949 | 54 | 1.250 | 0.000 | 3/13/2021 |
| 711728208 | Existing Customer | 46 | M | 4 | Graduate | Single | $120K + | Blue | 34 | 4 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.991 | 4143 | 68 | 0.659 | 0.000 | 8/27/2020 |
| 720562008 | Existing Customer | 34 | M | 2 | Graduate | Single | $80K - $120K | Silver | 22 | 4 | 3 | 3 | 34516.0 | 1263 | 33253.0 | 0.603 | 2759 | 65 | 0.806 | 0.037 | 6/28/2021 |
| 709012083 | Existing Customer | 39 | M | 1 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 3 | 4 | 4683.0 | 2514 | 2169.0 | 0.580 | 2010 | 45 | 0.731 | 0.537 | 3/6/2019 |
| 771073908 | Existing Customer | 62 | M | 0 | Unknown | Married | $40K - $60K | Blue | 48 | 4 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.425 | 1406 | 27 | 0.500 | 0.000 | 5/12/2020 |
| 718174908 | Existing Customer | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4224.0 | 2417 | 1807.0 | 0.522 | 1458 | 29 | 1.071 | 0.572 | 10/21/2020 |
| 709550958 | Existing Customer | 51 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 3 | 1 | 4 | 7133.0 | 0 | 7133.0 | 0.612 | 2689 | 62 | 0.590 | 0.000 | 4/30/2022 |
| 720411183 | Existing Customer | 34 | F | 1 | High School | Single | Unknown | Blue | 22 | 6 | 1 | 0 | 10253.0 | 1857 | 8396.0 | 1.193 | 3042 | 66 | 0.941 | 0.181 | 4/11/2021 |
| 720776508 | Existing Customer | 44 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 25 | 4 | 3 | 2 | 4210.0 | 0 | 4210.0 | 1.224 | 4248 | 65 | 0.857 | 0.000 | 6/14/2020 |
| 755615208 | Existing Customer | 49 | M | 3 | High School | Single | $120K + | Blue | 42 | 5 | 3 | 2 | 12630.0 | 1822 | 10808.0 | 0.947 | 4084 | 66 | 0.571 | 0.144 | 11/7/2020 |
| 708147108 | Existing Customer | 26 | M | 0 | Graduate | Divorced | Unknown | Blue | 36 | 6 | 1 | 3 | 21084.0 | 2517 | 18567.0 | 0.763 | 2309 | 71 | 0.543 | 0.119 | 4/4/2020 |
| 827476983 | Attrited Customer | 56 | F | 2 | College | Single | Less than $40K | Blue | 52 | 3 | 5 | 1 | 3639.0 | 2178 | 1461.0 | 0.451 | 1865 | 42 | 0.500 | 0.599 | 10/1/2019 |
| 716682258 | Existing Customer | 52 | M | 1 | High School | Divorced | $120K + | Blue | 36 | 4 | 3 | 5 | 31945.0 | 1591 | 30354.0 | 0.711 | 3650 | 62 | 0.676 | 0.050 | 9/19/2022 |
| 708563433 | Attrited Customer | 65 | F | 0 | High School | Single | Unknown | Blue | 56 | 3 | 6 | 3 | 5894.0 | 477 | 5417.0 | 1.015 | 1616 | 32 | 0.455 | 0.081 | 3/3/2020 |
| 772277508 | Existing Customer | 65 | F | 1 | Unknown | Single | Less than $40K | Blue | 54 | 4 | 2 | 2 | 2209.0 | 0 | 2209.0 | 1.299 | 3292 | 52 | 0.857 | 0.000 | 4/13/2019 |
| 712515558 | Existing Customer | 35 | M | 1 | College | Single | $60K - $80K | Blue | 26 | 3 | 2 | 3 | 23447.0 | 1515 | 21932.0 | 0.622 | 2834 | 77 | 0.638 | 0.065 | 9/2/2022 |
| 719342808 | Existing Customer | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 4 | 2 | 3 | 4180.0 | 688 | 3492.0 | 0.747 | 3750 | 76 | 0.727 | 0.165 | 7/10/2020 |
| 788957358 | Existing Customer | 53 | F | 1 | Graduate | Single | $40K - $60K | Blue | 39 | 3 | 3 | 2 | 4930.0 | 2227 | 2703.0 | 0.801 | 4224 | 77 | 0.791 | 0.452 | 12/6/2021 |
| 778386033 | Existing Customer | 38 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 18 | 6 | 3 | 4 | 3417.0 | 1749 | 1668.0 | 0.570 | 2068 | 34 | 0.619 | 0.512 | 12/21/2021 |
| 820060758 | Existing Customer | 50 | F | 1 | College | Single | Less than $40K | Blue | 45 | 4 | 2 | 4 | 4785.0 | 1965 | 2820.0 | 0.800 | 3651 | 59 | 0.553 | 0.411 | 12/25/2020 |
| 713271708 | Existing Customer | 46 | M | 3 | Uneducated | Married | Less than $40K | Silver | 33 | 5 | 2 | 2 | 12685.0 | 0 | 12685.0 | 0.674 | 4454 | 74 | 0.574 | 0.000 | 1/15/2021 |
| 720555483 | Existing Customer | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 3 | 3 | 3 | 21374.0 | 0 | 21374.0 | 0.631 | 4100 | 79 | 0.681 | 0.000 | 6/27/2019 |
| 709405758 | Existing Customer | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 4 | 3 | 2 | 1911.0 | 1217 | 694.0 | 0.363 | 1965 | 49 | 0.256 | 0.637 | 5/10/2022 |
| 769463433 | Existing Customer | 41 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 8666.0 | 0 | 8666.0 | 0.682 | 3593 | 71 | 0.578 | 0.000 | 9/25/2020 |
| 786087633 | Existing Customer | 60 | M | 0 | Unknown | Married | $60K - $80K | Blue | 54 | 4 | 1 | 0 | 2759.0 | 2501 | 258.0 | 0.505 | 1650 | 34 | 0.700 | 0.906 | 9/23/2021 |
| 738627708 | Attrited Customer | 49 | F | 2 | Unknown | Single | Unknown | Blue | 41 | 5 | 3 | 4 | 5984.0 | 0 | 5984.0 | 0.551 | 1838 | 42 | 0.556 | 0.000 | 6/27/2020 |
| 719527833 | Existing Customer | 45 | F | 4 | High School | Unknown | Unknown | Blue | 36 | 6 | 3 | 3 | 23000.0 | 1097 | 21903.0 | 1.095 | 3886 | 70 | 0.667 | 0.048 | 3/20/2019 |
| 715921758 | Existing Customer | 36 | M | 2 | College | Single | $60K - $80K | Blue | 25 | 5 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.579 | 2882 | 68 | 0.619 | 0.000 | 6/28/2020 |
| 717280158 | Existing Customer | 49 | M | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 5 | 2976.0 | 1817 | 1159.0 | 0.739 | 3332 | 60 | 0.667 | 0.611 | 12/7/2022 |
| 714179658 | Existing Customer | 43 | M | 3 | High School | Single | $120K + | Blue | 36 | 3 | 1 | 3 | 34516.0 | 0 | 34516.0 | 0.852 | 1996 | 48 | 0.548 | 0.000 | 4/10/2021 |
| 806637558 | Existing Customer | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 53 | 5 | 2 | 5 | 1438.3 | 0 | 1438.3 | 0.425 | 1539 | 40 | 0.600 | 0.000 | 10/30/2021 |
| 714828708 | Existing Customer | 46 | M | 0 | High School | Divorced | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 16099.0 | 0 | 16099.0 | 0.562 | 3656 | 88 | 0.760 | 0.000 | 3/12/2021 |
| 711989358 | Existing Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 19595.0 | 1187 | 18408.0 | 0.875 | 3811 | 62 | 0.824 | 0.061 | 5/6/2020 |
| 720188508 | Existing Customer | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 2 | 4 | 13193.0 | 1749 | 11444.0 | 0.671 | 4071 | 64 | 0.730 | 0.133 | 10/21/2019 |
| 719528958 | Existing Customer | 57 | F | 3 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 8184.0 | 1508 | 6676.0 | 0.789 | 4134 | 71 | 0.821 | 0.184 | 2/11/2021 |
| 713110908 | Existing Customer | 30 | M | 1 | Unknown | Married | Less than $40K | Blue | 13 | 3 | 6 | 5 | 2607.0 | 1966 | 641.0 | 0.650 | 1719 | 45 | 0.607 | 0.754 | 4/19/2022 |
| 721179708 | Existing Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 37 | 4 | 2 | 3 | 5758.0 | 0 | 5758.0 | 0.433 | 4422 | 76 | 0.407 | 0.000 | 11/21/2020 |
| 716363658 | Existing Customer | 51 | M | 2 | Doctorate | Single | $120K + | Blue | 36 | 4 | 2 | 5 | 25873.0 | 582 | 25291.0 | 0.769 | 3920 | 84 | 0.647 | 0.022 | 11/26/2021 |
| 711443808 | Existing Customer | 46 | M | 2 | Unknown | Divorced | $60K - $80K | Blue | 37 | 6 | 1 | 1 | 2695.0 | 1657 | 1038.0 | 0.813 | 4068 | 53 | 0.963 | 0.615 | 9/18/2022 |
| 778952058 | Existing Customer | 46 | M | 3 | College | Married | $80K - $120K | Blue | 32 | 4 | 2 | 5 | 20860.0 | 1496 | 19364.0 | 0.816 | 3435 | 56 | 0.697 | 0.072 | 1/3/2019 |
| 713642133 | Existing Customer | 45 | M | 4 | Unknown | Married | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 1892.0 | 1049 | 843.0 | 1.122 | 4558 | 60 | 1.609 | 0.554 | 1/28/2022 |
| 778908783 | Existing Customer | 52 | M | 3 | College | Married | $80K - $120K | Blue | 33 | 3 | 3 | 4 | 27751.0 | 1018 | 26733.0 | 0.426 | 1427 | 25 | 0.667 | 0.037 | 2/13/2021 |
| 778170633 | Existing Customer | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 34516.0 | 657 | 33859.0 | 0.723 | 3661 | 71 | 0.868 | 0.019 | 11/25/2020 |
| 714670533 | Existing Customer | 47 | M | 3 | Unknown | Single | $80K - $120K | Blue | 37 | 3 | 1 | 5 | 24580.0 | 2517 | 22063.0 | 0.509 | 3069 | 62 | 0.771 | 0.102 | 2/13/2022 |
| 771833433 | Attrited Customer | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 3 | 2 | 4 | 29893.0 | 0 | 29893.0 | 0.519 | 2063 | 48 | 0.846 | 0.000 | 12/3/2022 |
| 772758783 | Existing Customer | 43 | M | 1 | Unknown | Married | $80K - $120K | Blue | 33 | 5 | 1 | 5 | 21165.0 | 735 | 20430.0 | 0.624 | 3343 | 60 | 0.667 | 0.035 | 4/7/2021 |
| 788959758 | Existing Customer | 47 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 33 | 3 | 2 | 1 | 9148.0 | 561 | 8587.0 | 0.774 | 3451 | 59 | 0.967 | 0.061 | 2/1/2022 |
| 716878533 | Existing Customer | 55 | M | 2 | Unknown | Married | $80K - $120K | Blue | 46 | 4 | 1 | 1 | 10979.0 | 1889 | 9090.0 | 0.475 | 1425 | 33 | 0.500 | 0.172 | 3/8/2022 |
| 713267133 | Existing Customer | 41 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 33 | 3 | 1 | 2 | 6519.0 | 851 | 5668.0 | 0.679 | 3088 | 65 | 0.711 | 0.131 | 7/11/2019 |
| 716263533 | Existing Customer | 44 | M | 5 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 2509.0 | 1464 | 1045.0 | 1.250 | 3166 | 72 | 0.946 | 0.583 | 9/26/2021 |
| 719026383 | Existing Customer | 35 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 2664.0 | 0 | 2664.0 | 1.071 | 3135 | 59 | 0.903 | 0.000 | 8/3/2022 |
| 821755233 | Existing Customer | 40 | F | 2 | Unknown | Married | Unknown | Blue | 28 | 5 | 5 | 2 | 14999.0 | 1123 | 13876.0 | 0.539 | 3441 | 69 | 0.468 | 0.075 | 11/14/2021 |
| 709683633 | Existing Customer | 32 | F | 1 | High School | Single | Less than $40K | Silver | 13 | 4 | 1 | 2 | 10332.0 | 948 | 9384.0 | 0.843 | 2914 | 67 | 0.763 | 0.092 | 3/7/2021 |
| 714318033 | Existing Customer | 50 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 5 | 1 | 4 | 10226.0 | 1638 | 8588.0 | 1.053 | 3321 | 57 | 1.036 | 0.160 | 8/30/2021 |
| 828291858 | Attrited Customer | 38 | M | 3 | College | Single | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 12050.0 | 1821 | 10229.0 | 0.630 | 2381 | 40 | 0.481 | 0.151 | 8/15/2022 |
| 779647608 | Existing Customer | 39 | M | 2 | High School | Single | $120K + | Blue | 22 | 5 | 2 | 2 | 26124.0 | 0 | 26124.0 | 0.735 | 4199 | 92 | 0.586 | 0.000 | 8/28/2022 |
| 787605558 | Existing Customer | 48 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 31 | 6 | 2 | 2 | 9816.0 | 0 | 9816.0 | 0.673 | 3489 | 81 | 0.528 | 0.000 | 9/5/2021 |
| 771534408 | Existing Customer | 52 | F | 2 | College | Single | Less than $40K | Blue | 40 | 4 | 3 | 3 | 2783.0 | 2379 | 404.0 | 0.912 | 3897 | 74 | 1.000 | 0.855 | 1/9/2022 |
| 716219808 | Existing Customer | 49 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 15942.0 | 0 | 15942.0 | 0.723 | 1742 | 41 | 0.323 | 0.000 | 2/20/2021 |
| 715690908 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Silver | 39 | 4 | 3 | 2 | 12222.0 | 1260 | 10962.0 | 1.138 | 3418 | 78 | 0.733 | 0.103 | 7/24/2020 |
| 789125733 | Existing Customer | 38 | F | 4 | Doctorate | Married | Less than $40K | Blue | 26 | 4 | 2 | 4 | 4002.0 | 1402 | 2600.0 | 0.579 | 2114 | 53 | 0.514 | 0.350 | 2/24/2020 |
| 717271983 | Existing Customer | 60 | M | 0 | College | Single | $80K - $120K | Silver | 53 | 6 | 3 | 2 | 34516.0 | 1388 | 33128.0 | 0.791 | 3261 | 64 | 0.684 | 0.040 | 8/22/2019 |
| 709695333 | Existing Customer | 48 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 10227.0 | 1695 | 8532.0 | 0.875 | 3577 | 82 | 0.783 | 0.166 | 12/30/2020 |
| 712233183 | Existing Customer | 45 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 3 | 3 | 1 | 4265.0 | 1622 | 2643.0 | 0.708 | 3244 | 62 | 0.879 | 0.380 | 9/9/2020 |
| 716645883 | Existing Customer | 47 | M | 2 | Unknown | Unknown | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 13867.0 | 0 | 13867.0 | 0.659 | 4297 | 68 | 0.744 | 0.000 | 10/1/2020 |
| 711762408 | Existing Customer | 43 | M | 2 | Doctorate | Divorced | $40K - $60K | Blue | 34 | 4 | 1 | 2 | 2243.0 | 0 | 2243.0 | 0.697 | 4023 | 63 | 0.750 | 0.000 | 12/21/2021 |
| 818305008 | Existing Customer | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 11239.0 | 1375 | 9864.0 | 0.940 | 3978 | 89 | 0.780 | 0.122 | 6/30/2022 |
| 788159433 | Existing Customer | 53 | M | 2 | Unknown | Single | $60K - $80K | Blue | 45 | 5 | 1 | 2 | 22558.0 | 818 | 21740.0 | 0.987 | 3855 | 70 | 0.591 | 0.036 | 6/27/2021 |
| 709104333 | Existing Customer | 50 | M | 5 | Post-Graduate | Married | $120K + | Silver | 36 | 5 | 2 | 4 | 34516.0 | 891 | 33625.0 | 0.926 | 2687 | 64 | 0.778 | 0.026 | 10/31/2020 |
| 708112008 | Existing Customer | 56 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 23510.0 | 1049 | 22461.0 | 0.438 | 1661 | 35 | 0.296 | 0.045 | 10/2/2020 |
| 714731208 | Existing Customer | 63 | F | 0 | Uneducated | Unknown | $40K - $60K | Blue | 55 | 6 | 2 | 2 | 1651.0 | 1433 | 218.0 | 0.985 | 4050 | 58 | 0.611 | 0.868 | 6/15/2020 |
| 710006958 | Existing Customer | 53 | F | 1 | High School | Single | Less than $40K | Blue | 41 | 6 | 2 | 2 | 8693.0 | 796 | 7897.0 | 0.864 | 4755 | 69 | 0.533 | 0.092 | 3/20/2022 |
| 815062383 | Existing Customer | 35 | F | 2 | High School | Married | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4549.0 | 1193 | 3356.0 | 0.445 | 1914 | 33 | 0.500 | 0.262 | 12/20/2021 |
| 778447908 | Existing Customer | 51 | M | 2 | College | Married | $80K - $120K | Blue | 33 | 3 | 1 | 2 | 3558.0 | 0 | 3558.0 | 0.570 | 4136 | 65 | 0.912 | 0.000 | 6/2/2020 |
| 720725058 | Attrited Customer | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 3 | 4 | 7176.0 | 0 | 7176.0 | 0.450 | 1375 | 33 | 0.650 | 0.000 | 12/15/2022 |
| 803415183 | Existing Customer | 44 | M | 3 | Unknown | Single | $80K - $120K | Silver | 38 | 3 | 3 | 1 | 34516.0 | 657 | 33859.0 | 0.641 | 4614 | 76 | 0.689 | 0.019 | 11/13/2022 |
| 708582858 | Existing Customer | 38 | M | 3 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 3 | 4 | 18293.0 | 0 | 18293.0 | 0.571 | 2958 | 63 | 0.432 | 0.000 | 3/22/2022 |
| 779833908 | Existing Customer | 40 | F | 2 | Graduate | Divorced | Unknown | Blue | 23 | 6 | 2 | 1 | 18332.0 | 1376 | 16956.0 | 0.600 | 4095 | 67 | 0.675 | 0.075 | 6/5/2022 |
| 818687958 | Existing Customer | 48 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 43 | 5 | 3 | 2 | 6383.0 | 1436 | 4947.0 | 0.845 | 4462 | 88 | 0.660 | 0.225 | 5/16/2020 |
| 708714108 | Existing Customer | 42 | F | 3 | High School | Single | Less than $40K | Silver | 31 | 5 | 2 | 3 | 13441.0 | 2517 | 10924.0 | 0.734 | 1894 | 49 | 0.633 | 0.187 | 11/5/2020 |
| 754872333 | Existing Customer | 50 | M | 2 | Graduate | Married | $120K + | Blue | 43 | 3 | 1 | 3 | 20114.0 | 0 | 20114.0 | 0.820 | 4740 | 88 | 0.796 | 0.000 | 4/14/2020 |
| 718637208 | Existing Customer | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 2 | 1 | 2019.0 | 1387 | 632.0 | 0.560 | 1689 | 36 | 0.714 | 0.687 | 8/8/2020 |
| 816772908 | Existing Customer | 38 | M | 3 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 2 | 34516.0 | 1793 | 32723.0 | 0.767 | 4533 | 78 | 0.472 | 0.052 | 1/25/2021 |
| 711935283 | Attrited Customer | 55 | M | 5 | Post-Graduate | Single | $80K - $120K | Blue | 47 | 3 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.414 | 1427 | 36 | 0.333 | 0.000 | 6/25/2022 |
| 716950758 | Attrited Customer | 46 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 1 | 3 | 2 | 8017.0 | 0 | 8017.0 | 0.559 | 1657 | 43 | 0.654 | 0.000 | 8/6/2021 |
| 716497908 | Existing Customer | 49 | F | 1 | Doctorate | Married | Unknown | Blue | 36 | 3 | 1 | 2 | 8519.0 | 0 | 8519.0 | 0.873 | 3698 | 65 | 0.625 | 0.000 | 7/26/2020 |
| 809358708 | Existing Customer | 38 | M | 3 | Unknown | Single | $80K - $120K | Blue | 33 | 6 | 2 | 2 | 34516.0 | 2135 | 32381.0 | 0.488 | 3514 | 63 | 0.703 | 0.062 | 5/3/2020 |
| 716037708 | Existing Customer | 50 | M | 0 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 6 | 3 | 3 | 9474.0 | 1021 | 8453.0 | 0.557 | 3240 | 54 | 0.588 | 0.108 | 5/23/2022 |
| 717804783 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 5 | 3 | 4 | 6587.0 | 824 | 5763.0 | 1.262 | 4160 | 70 | 0.842 | 0.125 | 3/7/2020 |
| 715338783 | Existing Customer | 32 | M | 1 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2999.0 | 0 | 2999.0 | 0.812 | 3018 | 80 | 0.778 | 0.000 | 9/9/2022 |
| 779645658 | Existing Customer | 49 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 3 | 1 | 4 | 7154.0 | 1472 | 5682.0 | 1.002 | 3607 | 59 | 0.735 | 0.206 | 1/10/2021 |
| 787565433 | Existing Customer | 53 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 4 | 2 | 4 | 4039.0 | 1397 | 2642.0 | 0.396 | 1494 | 36 | 0.286 | 0.346 | 8/20/2019 |
| 717287883 | Existing Customer | 57 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 5516.0 | 2517 | 2999.0 | 0.473 | 1532 | 24 | 0.500 | 0.456 | 7/7/2020 |
| 715746633 | Existing Customer | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 1 | 2 | 5577.0 | 689 | 4888.0 | 0.985 | 4256 | 70 | 1.121 | 0.124 | 4/20/2022 |
| 720635883 | Existing Customer | 34 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 24 | 6 | 3 | 3 | 8628.0 | 1500 | 7128.0 | 0.688 | 2902 | 60 | 0.818 | 0.174 | 9/7/2019 |
| 710077008 | Existing Customer | 43 | M | 2 | Uneducated | Single | $120K + | Blue | 33 | 5 | 3 | 1 | 30137.0 | 1368 | 28769.0 | 0.721 | 3522 | 74 | 0.897 | 0.045 | 5/17/2021 |
| 804437658 | Existing Customer | 42 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 9778.0 | 2154 | 7624.0 | 0.500 | 3413 | 66 | 0.692 | 0.220 | 2/25/2022 |
| 780000258 | Existing Customer | 48 | M | 3 | Uneducated | Single | $120K + | Blue | 38 | 4 | 2 | 5 | 20912.0 | 0 | 20912.0 | 0.725 | 4172 | 84 | 0.787 | 0.000 | 1/24/2020 |
| 825785508 | Existing Customer | 49 | M | 3 | High School | Single | $120K + | Blue | 45 | 3 | 2 | 2 | 14699.0 | 1049 | 13650.0 | 0.534 | 4890 | 64 | 0.561 | 0.071 | 6/13/2022 |
| 720252858 | Existing Customer | 57 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 10350.0 | 0 | 10350.0 | 0.826 | 3396 | 63 | 0.800 | 0.000 | 6/12/2020 |
| 710017758 | Existing Customer | 44 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 11346.0 | 0 | 11346.0 | 0.665 | 3784 | 67 | 0.457 | 0.000 | 5/30/2022 |
| 711750183 | Existing Customer | 63 | F | 2 | Graduate | Single | Less than $40K | Gold | 55 | 4 | 1 | 3 | 15987.0 | 1345 | 14642.0 | 0.729 | 3640 | 56 | 0.867 | 0.084 | 1/21/2021 |
| 718364283 | Existing Customer | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 19711.0 | 0 | 19711.0 | 1.037 | 3602 | 72 | 1.000 | 0.000 | 10/10/2021 |
| 711638658 | Existing Customer | 33 | M | 4 | High School | Single | $40K - $60K | Blue | 25 | 4 | 1 | 1 | 8650.0 | 1929 | 6721.0 | 0.777 | 2878 | 63 | 1.032 | 0.223 | 3/28/2021 |
| 711046383 | Existing Customer | 55 | M | 2 | Graduate | Single | $80K - $120K | Silver | 36 | 5 | 1 | 1 | 34516.0 | 1316 | 33200.0 | 0.818 | 3542 | 60 | 0.714 | 0.038 | 6/17/2020 |
| 720877083 | Existing Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 9748.0 | 1354 | 8394.0 | 0.893 | 3323 | 66 | 0.833 | 0.139 | 7/10/2021 |
| 715662258 | Existing Customer | 49 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2454.0 | 2060 | 394.0 | 0.804 | 3777 | 75 | 0.596 | 0.839 | 1/30/2019 |
| 715570533 | Attrited Customer | 48 | M | 3 | Post-Graduate | Unknown | $120K + | Blue | 35 | 2 | 2 | 6 | 34516.0 | 0 | 34516.0 | 0.464 | 1632 | 44 | 0.333 | 0.000 | 10/4/2022 |
| 758202858 | Existing Customer | 47 | F | 3 | High School | Unknown | Less than $40K | Blue | 40 | 4 | 2 | 4 | 4255.0 | 1681 | 2574.0 | 0.650 | 3453 | 72 | 0.500 | 0.395 | 4/30/2019 |
| 712872183 | Existing Customer | 35 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 4 | 2 | 2 | 3271.0 | 1367 | 1904.0 | 0.704 | 2464 | 92 | 1.000 | 0.418 | 10/13/2022 |
| 710014683 | Existing Customer | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 20 | 3 | 3 | 2 | 3480.0 | 724 | 2756.0 | 0.722 | 2807 | 65 | 0.806 | 0.208 | 1/1/2019 |
| 716934333 | Existing Customer | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 40 | 3 | 1 | 4 | 13306.0 | 2458 | 10848.0 | 0.516 | 3556 | 68 | 0.581 | 0.185 | 12/2/2022 |
| 778523733 | Existing Customer | 38 | M | 3 | Graduate | Single | $80K - $120K | Blue | 31 | 6 | 1 | 2 | 13637.0 | 0 | 13637.0 | 0.566 | 3625 | 73 | 0.659 | 0.000 | 1/14/2022 |
| 716353083 | Existing Customer | 39 | M | 3 | Graduate | Single | $60K - $80K | Blue | 29 | 4 | 2 | 3 | 6733.0 | 1028 | 5705.0 | 0.553 | 4444 | 72 | 0.565 | 0.153 | 7/22/2021 |
| 753642933 | Existing Customer | 52 | F | 3 | High School | Single | Less than $40K | Blue | 45 | 3 | 3 | 0 | 2728.0 | 1365 | 1363.0 | 0.648 | 4293 | 83 | 0.976 | 0.500 | 12/9/2019 |
| 708151008 | Existing Customer | 49 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 1 | 2 | 6250.0 | 644 | 5606.0 | 1.060 | 2433 | 41 | 1.158 | 0.103 | 8/20/2019 |
| 789646158 | Existing Customer | 49 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 5 | 1 | 3 | 3653.0 | 881 | 2772.0 | 0.846 | 3297 | 66 | 0.692 | 0.241 | 9/9/2021 |
| 712423233 | Existing Customer | 44 | M | 3 | High School | Divorced | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 22919.0 | 1368 | 21551.0 | 0.942 | 3752 | 71 | 0.919 | 0.060 | 11/20/2022 |
| 719806233 | Existing Customer | 36 | M | 1 | Graduate | Single | $120K + | Blue | 20 | 3 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.531 | 2686 | 59 | 0.788 | 0.000 | 3/22/2020 |
| 786509358 | Existing Customer | 44 | M | 3 | Unknown | Married | $80K - $120K | Blue | 38 | 3 | 1 | 4 | 4198.0 | 1782 | 2416.0 | 1.526 | 2051 | 36 | 1.000 | 0.424 | 3/29/2021 |
| 711502908 | Existing Customer | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 39 | 6 | 2 | 2 | 7532.0 | 0 | 7532.0 | 0.476 | 3550 | 68 | 0.619 | 0.000 | 5/8/2022 |
| 748617858 | Existing Customer | 35 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 28 | 4 | 2 | 3 | 4587.0 | 1704 | 2883.0 | 0.903 | 2968 | 65 | 0.806 | 0.371 | 12/5/2022 |
| 721532583 | Attrited Customer | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 12250.0 | 2165 | 10085.0 | 0.641 | 1995 | 39 | 0.696 | 0.177 | 6/14/2021 |
| 789244308 | Existing Customer | 56 | M | 4 | College | Single | $80K - $120K | Blue | 41 | 6 | 1 | 4 | 17753.0 | 1899 | 15854.0 | 0.851 | 3986 | 64 | 0.730 | 0.107 | 10/27/2022 |
| 709330383 | Existing Customer | 37 | F | 1 | Graduate | Single | Less than $40K | Silver | 19 | 4 | 3 | 3 | 12535.0 | 2049 | 10486.0 | 0.683 | 3283 | 74 | 0.609 | 0.163 | 5/8/2022 |
| 719136183 | Existing Customer | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 1 | 3 | 3541.0 | 1444 | 2097.0 | 0.664 | 3410 | 69 | 0.683 | 0.408 | 11/18/2021 |
| 716939358 | Existing Customer | 43 | F | 3 | Graduate | Divorced | Unknown | Blue | 33 | 6 | 3 | 4 | 14622.0 | 0 | 14622.0 | 0.959 | 4632 | 67 | 0.457 | 0.000 | 1/16/2022 |
| 778155558 | Existing Customer | 45 | M | 3 | Unknown | Married | $80K - $120K | Blue | 38 | 3 | 1 | 2 | 23973.0 | 0 | 23973.0 | 0.779 | 3560 | 71 | 0.511 | 0.000 | 12/21/2020 |
| 713461533 | Existing Customer | 54 | M | 3 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 2 | 1 | 29200.0 | 1310 | 27890.0 | 1.092 | 3042 | 73 | 1.028 | 0.045 | 6/13/2020 |
| 803776533 | Existing Customer | 46 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 41 | 3 | 3 | 2 | 10077.0 | 0 | 10077.0 | 0.639 | 2118 | 52 | 0.576 | 0.000 | 7/18/2020 |
| 714857508 | Existing Customer | 44 | F | 4 | Doctorate | Married | Unknown | Blue | 36 | 5 | 2 | 4 | 8667.0 | 1775 | 6892.0 | 0.729 | 3939 | 69 | 0.533 | 0.205 | 9/17/2021 |
| 720348933 | Existing Customer | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 31 | 4 | 3 | 4 | 12871.0 | 758 | 12113.0 | 0.778 | 3060 | 60 | 1.069 | 0.059 | 2/21/2022 |
| 721158108 | Existing Customer | 38 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 2346.0 | 0 | 2346.0 | 0.394 | 3982 | 72 | 0.532 | 0.000 | 11/25/2020 |
| 789043008 | Existing Customer | 55 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 43 | 4 | 2 | 4 | 9919.0 | 0 | 9919.0 | 0.496 | 2058 | 70 | 0.842 | 0.000 | 10/18/2021 |
| 713362158 | Existing Customer | 50 | M | 3 | Unknown | Single | $120K + | Blue | 33 | 4 | 1 | 4 | 17087.0 | 0 | 17087.0 | 0.761 | 3519 | 70 | 0.591 | 0.000 | 8/27/2020 |
| 712623258 | Attrited Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5505.0 | 2517 | 2988.0 | 0.729 | 2272 | 42 | 0.448 | 0.457 | 7/10/2021 |
| 708494583 | Existing Customer | 49 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1902.0 | 0 | 1902.0 | 0.693 | 3731 | 53 | 0.893 | 0.000 | 8/17/2020 |
| 718394658 | Existing Customer | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 1 | 1 | 4254.0 | 2464 | 1790.0 | 0.764 | 2366 | 62 | 0.722 | 0.579 | 9/7/2022 |
| 719398158 | Existing Customer | 51 | M | 2 | Unknown | Unknown | $80K - $120K | Blue | 39 | 6 | 1 | 3 | 9854.0 | 1886 | 7968.0 | 0.921 | 3912 | 76 | 0.949 | 0.191 | 5/23/2022 |
| 711885258 | Existing Customer | 47 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 5 | 3 | 4 | 7711.0 | 988 | 6723.0 | 0.884 | 2078 | 42 | 0.680 | 0.128 | 1/24/2022 |
| 789161358 | Existing Customer | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 19 | 3 | 1 | 4 | 3213.0 | 2517 | 696.0 | 1.275 | 2666 | 46 | 1.000 | 0.783 | 10/28/2021 |
| 787581858 | Existing Customer | 46 | M | 2 | Unknown | Unknown | $120K + | Blue | 37 | 3 | 2 | 4 | 3132.0 | 1466 | 1666.0 | 0.689 | 3612 | 59 | 0.595 | 0.468 | 8/30/2022 |
| 779198133 | Existing Customer | 45 | F | 3 | High School | Divorced | Less than $40K | Blue | 33 | 3 | 3 | 2 | 9977.0 | 2088 | 7889.0 | 0.650 | 3530 | 61 | 0.743 | 0.209 | 1/6/2022 |
| 708314808 | Existing Customer | 53 | F | 2 | College | Married | Unknown | Blue | 41 | 5 | 1 | 3 | 5659.0 | 1393 | 4266.0 | 0.436 | 1570 | 40 | 0.600 | 0.246 | 2/16/2020 |
| 720508233 | Attrited Customer | 62 | M | 0 | Unknown | Single | $40K - $60K | Silver | 42 | 3 | 4 | 4 | 17161.0 | 0 | 17161.0 | 0.552 | 1898 | 42 | 0.556 | 0.000 | 3/14/2019 |
| 717134058 | Existing Customer | 65 | F | 1 | Unknown | Single | Unknown | Blue | 36 | 5 | 1 | 2 | 5018.0 | 1131 | 3887.0 | 0.624 | 4028 | 81 | 0.800 | 0.225 | 4/18/2019 |
| 783366483 | Existing Customer | 44 | F | 3 | Unknown | Married | Unknown | Blue | 38 | 4 | 3 | 3 | 11474.0 | 1063 | 10411.0 | 0.686 | 3242 | 74 | 0.451 | 0.093 | 8/11/2019 |
| 715412583 | Existing Customer | 51 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 7925.0 | 1445 | 6480.0 | 0.750 | 3815 | 65 | 0.806 | 0.182 | 12/15/2021 |
| 719562108 | Existing Customer | 28 | F | 0 | Uneducated | Single | Less than $40K | Silver | 20 | 6 | 3 | 3 | 12793.0 | 1650 | 11143.0 | 0.783 | 2671 | 67 | 0.763 | 0.129 | 3/5/2020 |
| 754457883 | Existing Customer | 49 | M | 2 | Unknown | Single | Less than $40K | Blue | 42 | 4 | 2 | 2 | 4834.0 | 0 | 4834.0 | 0.998 | 1876 | 35 | 1.059 | 0.000 | 1/5/2022 |
| 742552683 | Existing Customer | 44 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 6 | 2 | 5 | 1438.3 | 688 | 750.3 | 0.976 | 4208 | 86 | 0.720 | 0.478 | 6/13/2021 |
| 711455133 | Existing Customer | 55 | M | 3 | College | Single | $120K + | Blue | 36 | 5 | 3 | 3 | 12948.0 | 1839 | 11109.0 | 1.113 | 2481 | 42 | 0.680 | 0.142 | 3/10/2021 |
| 716387733 | Attrited Customer | 49 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 4 | 5 | 5662.0 | 1484 | 4178.0 | 0.434 | 1693 | 25 | 0.250 | 0.262 | 2/27/2019 |
| 772571508 | Existing Customer | 34 | F | 2 | High School | Single | Less than $40K | Blue | 24 | 4 | 1 | 0 | 2799.0 | 0 | 2799.0 | 0.696 | 2311 | 43 | 0.654 | 0.000 | 8/15/2022 |
| 718815108 | Existing Customer | 50 | M | 2 | Unknown | Married | $80K - $120K | Blue | 38 | 3 | 3 | 1 | 6030.0 | 1315 | 4715.0 | 0.623 | 3420 | 81 | 0.841 | 0.218 | 9/27/2019 |
| 719266158 | Existing Customer | 42 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 35 | 5 | 3 | 1 | 6779.0 | 1359 | 5420.0 | 0.737 | 3434 | 65 | 0.512 | 0.200 | 7/3/2019 |
| 720708183 | Existing Customer | 53 | F | 1 | Uneducated | Divorced | $40K - $60K | Silver | 36 | 5 | 1 | 1 | 15248.0 | 1242 | 14006.0 | 0.725 | 4758 | 83 | 0.456 | 0.081 | 2/24/2019 |
| 767523933 | Existing Customer | 53 | M | 3 | High School | Single | $60K - $80K | Blue | 45 | 4 | 1 | 0 | 15583.0 | 0 | 15583.0 | 0.873 | 3938 | 69 | 1.091 | 0.000 | 4/27/2020 |
| 797466033 | Existing Customer | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2576.0 | 1754 | 822.0 | 1.027 | 2880 | 69 | 0.468 | 0.681 | 8/3/2022 |
| 771886233 | Existing Customer | 48 | M | 1 | Unknown | Married | $60K - $80K | Silver | 37 | 6 | 3 | 5 | 25270.0 | 1090 | 24180.0 | 0.819 | 1941 | 51 | 1.318 | 0.043 | 4/16/2022 |
| 712612233 | Existing Customer | 35 | M | 4 | Graduate | Single | $60K - $80K | Blue | 22 | 3 | 3 | 3 | 8717.0 | 719 | 7998.0 | 0.556 | 2067 | 59 | 0.595 | 0.082 | 12/16/2021 |
| 716516208 | Existing Customer | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.674 | 3748 | 64 | 0.829 | 0.000 | 8/26/2021 |
| 709950858 | Existing Customer | 45 | M | 5 | College | Single | $80K - $120K | Blue | 35 | 4 | 2 | 1 | 33755.0 | 2301 | 31454.0 | 0.751 | 3458 | 71 | 0.651 | 0.068 | 9/24/2022 |
| 779882508 | Existing Customer | 53 | F | 2 | Unknown | Single | $40K - $60K | Blue | 37 | 5 | 3 | 4 | 7282.0 | 0 | 7282.0 | 0.740 | 3364 | 69 | 0.816 | 0.000 | 11/22/2022 |
| 717472833 | Existing Customer | 42 | M | 4 | Unknown | Single | $80K - $120K | Blue | 32 | 6 | 3 | 5 | 7260.0 | 713 | 6547.0 | 0.833 | 4253 | 73 | 0.780 | 0.098 | 1/2/2022 |
| 712665633 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Silver | 30 | 6 | 1 | 4 | 12952.0 | 1864 | 11088.0 | 0.414 | 3472 | 51 | 0.457 | 0.144 | 1/17/2020 |
| 709562358 | Existing Customer | 55 | F | 2 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 1 | 5 | 5353.0 | 1594 | 3759.0 | 0.973 | 4456 | 79 | 0.837 | 0.298 | 1/18/2021 |
| 715391433 | Existing Customer | 38 | M | 0 | Graduate | Married | $60K - $80K | Blue | 33 | 5 | 4 | 4 | 11741.0 | 1560 | 10181.0 | 0.773 | 2143 | 41 | 0.783 | 0.133 | 2/18/2022 |
| 708722583 | Existing Customer | 39 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 2609.0 | 1656 | 953.0 | 0.657 | 3024 | 64 | 0.600 | 0.635 | 10/25/2019 |
| 720452508 | Existing Customer | 51 | F | 1 | College | Married | Unknown | Blue | 37 | 4 | 3 | 1 | 11167.0 | 0 | 11167.0 | 0.622 | 3848 | 74 | 0.762 | 0.000 | 2/28/2021 |
| 714566958 | Existing Customer | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 4 | 2 | 5 | 20882.0 | 1420 | 19462.0 | 0.857 | 2291 | 40 | 0.600 | 0.068 | 11/27/2022 |
| 816084333 | Existing Customer | 42 | M | 2 | Unknown | Single | $120K + | Gold | 37 | 5 | 2 | 2 | 34516.0 | 1230 | 33286.0 | 0.720 | 3260 | 63 | 1.100 | 0.036 | 3/19/2020 |
| 806179683 | Existing Customer | 63 | F | 1 | College | Single | $40K - $60K | Blue | 56 | 5 | 3 | 2 | 3071.0 | 2044 | 1027.0 | 0.910 | 4433 | 68 | 0.659 | 0.666 | 1/27/2021 |
| 806244183 | Existing Customer | 39 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 34 | 5 | 1 | 4 | 2267.0 | 0 | 2267.0 | 0.875 | 4544 | 84 | 0.750 | 0.000 | 11/7/2021 |
| 787999533 | Existing Customer | 52 | M | 2 | High School | Single | $120K + | Blue | 44 | 4 | 2 | 2 | 6617.0 | 2517 | 4100.0 | 0.459 | 3595 | 68 | 0.659 | 0.380 | 9/11/2020 |
| 718358808 | Existing Customer | 57 | F | 2 | High School | Divorced | Less than $40K | Blue | 50 | 5 | 3 | 5 | 3276.0 | 0 | 3276.0 | 0.972 | 3758 | 61 | 0.694 | 0.000 | 7/29/2020 |
| 718474683 | Existing Customer | 36 | M | 0 | High School | Married | $120K + | Blue | 24 | 3 | 3 | 2 | 10097.0 | 2139 | 7958.0 | 1.408 | 3092 | 67 | 0.763 | 0.212 | 4/8/2022 |
| 716908158 | Existing Customer | 42 | F | 3 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 8260.0 | 2517 | 5743.0 | 1.049 | 3299 | 64 | 0.730 | 0.305 | 3/2/2020 |
| 713984208 | Existing Customer | 52 | M | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 5 | 2 | 1 | 5776.0 | 874 | 4902.0 | 0.894 | 4029 | 72 | 0.636 | 0.151 | 7/5/2021 |
| 713013483 | Existing Customer | 40 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.3 | 915 | 523.3 | 0.464 | 3754 | 58 | 0.611 | 0.636 | 5/11/2020 |
| 754599558 | Existing Customer | 40 | F | 3 | College | Single | Less than $40K | Blue | 33 | 5 | 3 | 1 | 7207.0 | 2002 | 5205.0 | 0.828 | 3825 | 70 | 0.707 | 0.278 | 5/31/2022 |
| 788739633 | Attrited Customer | 38 | M | 1 | Unknown | Married | $120K + | Blue | 16 | 3 | 1 | 4 | 2106.0 | 238 | 1868.0 | 0.610 | 2136 | 40 | 0.905 | 0.113 | 3/26/2020 |
| 712411908 | Existing Customer | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 34 | 4 | 2 | 5 | 21158.0 | 0 | 21158.0 | 0.633 | 4071 | 67 | 0.811 | 0.000 | 1/3/2020 |
| 717538683 | Existing Customer | 43 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 22906.0 | 1132 | 21774.0 | 0.942 | 3204 | 64 | 0.730 | 0.049 | 3/28/2021 |
| 709447908 | Existing Customer | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 2648.0 | 2309 | 339.0 | 1.006 | 3281 | 63 | 0.853 | 0.872 | 11/5/2022 |
| 816834933 | Existing Customer | 34 | F | 4 | Graduate | Single | Unknown | Silver | 29 | 6 | 2 | 2 | 30702.0 | 673 | 30029.0 | 0.721 | 2652 | 64 | 0.524 | 0.022 | 8/19/2020 |
| 718963158 | Existing Customer | 49 | M | 1 | Unknown | Single | $120K + | Blue | 40 | 5 | 3 | 1 | 34516.0 | 0 | 34516.0 | 0.759 | 3230 | 64 | 0.561 | 0.000 | 6/6/2022 |
| 714358008 | Existing Customer | 53 | F | 1 | College | Divorced | Unknown | Blue | 36 | 3 | 1 | 3 | 17054.0 | 0 | 17054.0 | 0.673 | 4659 | 72 | 0.600 | 0.000 | 1/3/2021 |
| 720758808 | Attrited Customer | 38 | M | 3 | College | Single | $60K - $80K | Blue | 18 | 5 | 1 | 5 | 16317.0 | 0 | 16317.0 | 0.566 | 1995 | 54 | 0.929 | 0.000 | 10/31/2021 |
| 708255633 | Existing Customer | 36 | M | 1 | Graduate | Single | $80K - $120K | Blue | 27 | 3 | 2 | 4 | 3761.0 | 1710 | 2051.0 | 0.627 | 3240 | 65 | 0.585 | 0.455 | 3/26/2022 |
| 716101308 | Existing Customer | 48 | M | 3 | Unknown | Married | $40K - $60K | Blue | 35 | 6 | 3 | 4 | 2173.0 | 0 | 2173.0 | 0.857 | 4251 | 60 | 0.714 | 0.000 | 1/31/2022 |
| 715986258 | Existing Customer | 53 | F | 1 | Uneducated | Single | $40K - $60K | Silver | 41 | 3 | 3 | 2 | 15845.0 | 1675 | 14170.0 | 0.514 | 4037 | 68 | 0.447 | 0.106 | 9/16/2022 |
| 715858008 | Attrited Customer | 49 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 39 | 2 | 3 | 3 | 8061.0 | 2517 | 5544.0 | 0.352 | 1224 | 31 | 0.409 | 0.312 | 7/27/2019 |
| 806226933 | Existing Customer | 37 | M | 2 | High School | Unknown | $120K + | Blue | 32 | 6 | 1 | 1 | 34516.0 | 0 | 34516.0 | 0.928 | 3660 | 59 | 1.107 | 0.000 | 9/18/2019 |
| 708361833 | Existing Customer | 44 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 19430.0 | 0 | 19430.0 | 1.012 | 3650 | 80 | 0.633 | 0.000 | 9/25/2022 |
| 778422933 | Existing Customer | 42 | F | 1 | Unknown | Single | Unknown | Blue | 22 | 4 | 2 | 2 | 19127.0 | 985 | 18142.0 | 0.966 | 3323 | 56 | 0.931 | 0.051 | 1/4/2022 |
| 708957183 | Existing Customer | 48 | M | 0 | Unknown | Divorced | $40K - $60K | Blue | 36 | 3 | 1 | 0 | 2708.0 | 2517 | 191.0 | 0.568 | 2198 | 41 | 0.864 | 0.929 | 9/12/2019 |
| 718000383 | Existing Customer | 60 | F | 1 | Graduate | Single | Unknown | Blue | 51 | 3 | 3 | 4 | 23566.0 | 1147 | 22419.0 | 0.629 | 4274 | 64 | 0.641 | 0.049 | 2/7/2019 |
| 714466458 | Existing Customer | 49 | F | 2 | High School | Married | Unknown | Blue | 35 | 4 | 3 | 2 | 2532.0 | 2124 | 408.0 | 0.715 | 3400 | 76 | 0.727 | 0.839 | 7/12/2021 |
| 719608308 | Existing Customer | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 29 | 3 | 2 | 3 | 9829.0 | 2517 | 7312.0 | 0.590 | 2927 | 73 | 1.212 | 0.256 | 10/1/2020 |
| 792995808 | Existing Customer | 57 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 51 | 5 | 4 | 5 | 7226.0 | 1689 | 5537.0 | 0.830 | 3474 | 67 | 0.763 | 0.234 | 11/15/2020 |
| 716211258 | Existing Customer | 59 | F | 1 | College | Unknown | Less than $40K | Blue | 49 | 6 | 5 | 4 | 4072.0 | 0 | 4072.0 | 0.464 | 1966 | 43 | 1.150 | 0.000 | 8/17/2021 |
| 779289033 | Existing Customer | 46 | F | 3 | Uneducated | Single | Unknown | Blue | 28 | 4 | 1 | 5 | 21646.0 | 1778 | 19868.0 | 1.071 | 3328 | 61 | 0.794 | 0.082 | 10/27/2022 |
| 719356008 | Existing Customer | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 1.022 | 4548 | 69 | 0.917 | 0.000 | 2/26/2021 |
| 718503108 | Existing Customer | 40 | M | 3 | Unknown | Married | $120K + | Blue | 26 | 3 | 3 | 1 | 14046.0 | 1994 | 12052.0 | 0.437 | 3792 | 77 | 0.604 | 0.142 | 9/30/2019 |
| 779661033 | Existing Customer | 49 | M | 4 | Unknown | Married | $60K - $80K | Silver | 32 | 5 | 2 | 3 | 25620.0 | 1107 | 24513.0 | 0.971 | 3503 | 66 | 0.650 | 0.043 | 6/29/2021 |
| 813053733 | Attrited Customer | 53 | M | 4 | Unknown | Single | $120K + | Blue | 48 | 3 | 3 | 4 | 34516.0 | 278 | 34238.0 | 0.817 | 3029 | 49 | 0.400 | 0.008 | 3/26/2020 |
| 718354683 | Existing Customer | 59 | F | 0 | Graduate | Single | $40K - $60K | Silver | 45 | 6 | 3 | 3 | 21358.0 | 1225 | 20133.0 | 0.681 | 3646 | 77 | 0.750 | 0.057 | 9/23/2020 |
| 720529308 | Attrited Customer | 63 | M | 0 | High School | Single | $60K - $80K | Blue | 48 | 5 | 3 | 1 | 1856.0 | 0 | 1856.0 | 0.500 | 1805 | 46 | 0.769 | 0.000 | 5/21/2019 |
| 787578183 | Existing Customer | 36 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 5 | 3 | 2 | 1438.3 | 0 | 1438.3 | 1.041 | 3204 | 68 | 0.838 | 0.000 | 4/4/2020 |
| 737952333 | Existing Customer | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 1 | 5 | 2586.0 | 0 | 2586.0 | 0.631 | 3435 | 65 | 0.585 | 0.000 | 10/28/2020 |
| 779498058 | Existing Customer | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 21 | 5 | 3 | 3 | 3281.0 | 1272 | 2009.0 | 0.799 | 2006 | 34 | 0.545 | 0.388 | 11/11/2021 |
| 799707858 | Existing Customer | 50 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 6 | 1 | 2 | 7115.0 | 2000 | 5115.0 | 0.769 | 3584 | 57 | 0.966 | 0.281 | 12/13/2019 |
| 719543208 | Existing Customer | 38 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 5 | 3 | 3 | 13220.0 | 848 | 12372.0 | 0.825 | 3789 | 72 | 0.565 | 0.064 | 10/5/2019 |
| 797743233 | Existing Customer | 45 | M | 3 | Uneducated | Unknown | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 5996.0 | 865 | 5131.0 | 0.511 | 4542 | 77 | 0.481 | 0.144 | 6/6/2021 |
| 710658483 | Attrited Customer | 47 | M | 4 | Graduate | Unknown | $40K - $60K | Blue | 34 | 2 | 3 | 6 | 9080.0 | 2174 | 6906.0 | 0.653 | 2098 | 46 | 0.586 | 0.239 | 10/5/2019 |
| 715399908 | Existing Customer | 54 | F | 2 | High School | Single | Unknown | Blue | 45 | 5 | 3 | 5 | 7563.0 | 1465 | 6098.0 | 0.511 | 4175 | 67 | 0.718 | 0.194 | 10/8/2019 |
| 710288883 | Existing Customer | 40 | F | 1 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 1 | 5 | 8749.0 | 1654 | 7095.0 | 0.695 | 5054 | 73 | 0.553 | 0.189 | 7/9/2021 |
| 719912808 | Existing Customer | 52 | M | 2 | High School | Single | $60K - $80K | Blue | 39 | 3 | 3 | 4 | 14973.0 | 0 | 14973.0 | 0.706 | 4288 | 72 | 0.600 | 0.000 | 2/18/2021 |
| 720247158 | Existing Customer | 63 | M | 0 | Graduate | Single | Unknown | Blue | 36 | 6 | 3 | 2 | 7108.0 | 600 | 6508.0 | 0.813 | 3787 | 68 | 0.619 | 0.084 | 10/31/2020 |
| 718672233 | Existing Customer | 48 | F | 1 | Graduate | Single | Unknown | Blue | 38 | 3 | 2 | 2 | 23007.0 | 1239 | 21768.0 | 0.713 | 3395 | 63 | 0.465 | 0.054 | 6/22/2020 |
| 789593058 | Existing Customer | 46 | M | 5 | College | Married | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 24248.0 | 1020 | 23228.0 | 1.190 | 3311 | 84 | 0.750 | 0.042 | 7/31/2021 |
| 710278458 | Attrited Customer | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 43 | 4 | 3 | 3 | 11617.0 | 2517 | 9100.0 | 0.457 | 1643 | 43 | 0.483 | 0.217 | 3/21/2019 |
| 714467733 | Existing Customer | 45 | M | 2 | Graduate | Married | $60K - $80K | Silver | 36 | 3 | 2 | 3 | 30428.0 | 1721 | 28707.0 | 0.717 | 4178 | 69 | 0.605 | 0.057 | 1/10/2022 |
| 803026008 | Existing Customer | 48 | M | 3 | Unknown | Married | $80K - $120K | Blue | 42 | 3 | 6 | 2 | 6805.0 | 1448 | 5357.0 | 0.836 | 3463 | 65 | 0.711 | 0.213 | 7/21/2020 |
| 772000533 | Existing Customer | 59 | M | 1 | Graduate | Married | $60K - $80K | Blue | 48 | 4 | 3 | 2 | 14257.0 | 1113 | 13144.0 | 0.406 | 1809 | 23 | 0.278 | 0.078 | 5/19/2022 |
| 811035483 | Attrited Customer | 47 | M | 3 | Uneducated | Divorced | $120K + | Silver | 42 | 2 | 4 | 5 | 34516.0 | 0 | 34516.0 | 0.521 | 1641 | 35 | 0.591 | 0.000 | 3/6/2019 |
| 715480983 | Existing Customer | 55 | F | 2 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5719.0 | 892 | 4827.0 | 0.589 | 3403 | 68 | 0.417 | 0.156 | 6/6/2019 |
| 819997983 | Existing Customer | 53 | M | 5 | Unknown | Married | $80K - $120K | Blue | 48 | 6 | 1 | 0 | 9517.0 | 1869 | 7648.0 | 0.821 | 1453 | 26 | 0.857 | 0.196 | 3/12/2022 |
| 807593058 | Attrited Customer | 41 | F | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 5317.0 | 0 | 5317.0 | 0.699 | 2003 | 29 | 0.318 | 0.000 | 6/30/2020 |
| 720437358 | Existing Customer | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 32 | 5 | 1 | 2 | 2526.0 | 2303 | 223.0 | 0.836 | 3596 | 69 | 0.568 | 0.912 | 2/20/2020 |
| 719465733 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 44 | 6 | 3 | 3 | 2971.0 | 0 | 2971.0 | 1.154 | 4458 | 63 | 0.615 | 0.000 | 12/13/2020 |
| 711978858 | Existing Customer | 59 | M | 2 | Graduate | Single | Less than $40K | Blue | 49 | 6 | 3 | 2 | 6834.0 | 900 | 5934.0 | 0.605 | 4422 | 70 | 0.628 | 0.132 | 11/2/2020 |
| 814364808 | Existing Customer | 36 | F | 2 | Uneducated | Married | Unknown | Blue | 31 | 5 | 3 | 1 | 3002.0 | 1002 | 2000.0 | 1.033 | 2624 | 46 | 1.000 | 0.334 | 8/16/2019 |
| 788820933 | Existing Customer | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 42 | 3 | 2 | 2 | 16727.0 | 1380 | 15347.0 | 0.605 | 3511 | 73 | 0.622 | 0.083 | 12/29/2020 |
| 713316558 | Existing Customer | 41 | M | 4 | High School | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 4573.0 | 0 | 4573.0 | 0.703 | 3776 | 70 | 0.944 | 0.000 | 9/25/2020 |
| 779856483 | Existing Customer | 38 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 22 | 4 | 1 | 2 | 15410.0 | 0 | 15410.0 | 0.638 | 3368 | 69 | 0.533 | 0.000 | 5/8/2019 |
| 717085983 | Existing Customer | 44 | F | 2 | High School | Single | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 3299.0 | 2517 | 782.0 | 0.981 | 4312 | 84 | 0.787 | 0.763 | 2/17/2021 |
| 788030208 | Attrited Customer | 42 | F | 2 | Uneducated | Single | Less than $40K | Silver | 33 | 1 | 2 | 3 | 13453.0 | 2517 | 10936.0 | 0.619 | 1904 | 42 | 0.448 | 0.187 | 8/16/2019 |
| 709914858 | Existing Customer | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 6362.0 | 1705 | 4657.0 | 0.644 | 5169 | 84 | 0.474 | 0.268 | 2/25/2019 |
| 716111808 | Existing Customer | 57 | F | 2 | Unknown | Married | Less than $40K | Blue | 49 | 5 | 3 | 1 | 2679.0 | 2011 | 668.0 | 0.466 | 1723 | 28 | 0.750 | 0.751 | 4/15/2019 |
| 708618933 | Existing Customer | 34 | M | 2 | Uneducated | Single | $120K + | Blue | 13 | 6 | 3 | 2 | 4369.0 | 2049 | 2320.0 | 0.865 | 3259 | 80 | 0.600 | 0.469 | 11/13/2019 |
| 720446508 | Existing Customer | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1721.0 | 1037 | 684.0 | 0.721 | 2681 | 57 | 0.727 | 0.603 | 11/5/2022 |
| 756488883 | Existing Customer | 41 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 34 | 6 | 2 | 2 | 2196.0 | 1619 | 577.0 | 0.656 | 2040 | 65 | 0.711 | 0.737 | 4/22/2020 |
| 708414033 | Existing Customer | 50 | M | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 6 | 3 | 3 | 2845.0 | 1153 | 1692.0 | 0.836 | 3730 | 66 | 0.941 | 0.405 | 6/15/2022 |
| 756727233 | Existing Customer | 49 | M | 2 | High School | Single | $120K + | Blue | 42 | 3 | 2 | 4 | 21144.0 | 1190 | 19954.0 | 0.500 | 4895 | 66 | 0.784 | 0.056 | 7/8/2022 |
| 720379533 | Attrited Customer | 47 | M | 3 | Unknown | Unknown | $120K + | Blue | 36 | 1 | 3 | 4 | 3952.0 | 0 | 3952.0 | 0.809 | 2066 | 37 | 0.233 | 0.000 | 9/24/2019 |
| 720340383 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 2 | 2 | 3518.0 | 2035 | 1483.0 | 0.567 | 4034 | 82 | 0.673 | 0.578 | 10/23/2022 |
| 771453033 | Existing Customer | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 5 | 1 | 2 | 17343.0 | 1280 | 16063.0 | 1.314 | 3170 | 57 | 0.629 | 0.074 | 11/12/2020 |
| 708747708 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 33 | 4 | 1 | 2 | 3498.0 | 0 | 3498.0 | 1.109 | 2512 | 56 | 0.867 | 0.000 | 9/28/2019 |
| 712460433 | Existing Customer | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 25 | 4 | 1 | 3 | 9121.0 | 1426 | 7695.0 | 0.666 | 4112 | 80 | 0.481 | 0.156 | 8/4/2019 |
| 719801508 | Existing Customer | 36 | M | 1 | Uneducated | Unknown | $120K + | Blue | 23 | 6 | 3 | 3 | 20230.0 | 798 | 19432.0 | 0.592 | 4314 | 82 | 0.708 | 0.039 | 11/9/2022 |
| 720983733 | Attrited Customer | 44 | M | 3 | Unknown | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 15422.0 | 864 | 14558.0 | 0.578 | 2136 | 54 | 0.800 | 0.056 | 3/12/2019 |
| 713657733 | Existing Customer | 47 | M | 4 | Unknown | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 9132.0 | 800 | 8332.0 | 0.620 | 3809 | 71 | 0.511 | 0.088 | 10/18/2022 |
| 709955958 | Existing Customer | 41 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 4 | 2 | 0 | 8054.0 | 1023 | 7031.0 | 0.750 | 3374 | 45 | 0.875 | 0.127 | 2/9/2020 |
| 719099583 | Attrited Customer | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 2 | 3 | 1640.0 | 1444 | 196.0 | 0.423 | 1360 | 33 | 0.222 | 0.880 | 11/4/2020 |
| 719513733 | Existing Customer | 48 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 4 | 8739.0 | 0 | 8739.0 | 0.715 | 4276 | 69 | 0.769 | 0.000 | 7/10/2019 |
| 710654808 | Attrited Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 1818.0 | 0 | 1818.0 | 0.672 | 2308 | 44 | 0.467 | 0.000 | 8/8/2021 |
| 719651358 | Existing Customer | 46 | F | 4 | Uneducated | Single | Unknown | Blue | 33 | 3 | 3 | 3 | 24949.0 | 1749 | 23200.0 | 0.626 | 4092 | 77 | 0.540 | 0.070 | 12/11/2021 |
| 718917408 | Existing Customer | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 3115.0 | 1136 | 1979.0 | 0.499 | 3704 | 70 | 0.458 | 0.365 | 3/6/2020 |
| 808753758 | Existing Customer | 52 | M | 2 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 2 | 29695.0 | 1525 | 28170.0 | 0.529 | 4109 | 71 | 0.614 | 0.051 | 5/23/2022 |
| 711699183 | Existing Customer | 56 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 50 | 4 | 1 | 2 | 7261.0 | 1079 | 6182.0 | 1.312 | 3723 | 58 | 1.071 | 0.149 | 2/9/2019 |
| 711196458 | Attrited Customer | 38 | F | 1 | Unknown | Married | Less than $40K | Blue | 20 | 2 | 2 | 3 | 1621.0 | 580 | 1041.0 | 0.421 | 1893 | 41 | 0.171 | 0.358 | 4/12/2022 |
| 772565883 | Existing Customer | 41 | M | 0 | High School | Single | $80K - $120K | Blue | 31 | 3 | 5 | 2 | 33472.0 | 2517 | 30955.0 | 0.633 | 4719 | 70 | 0.667 | 0.075 | 12/25/2022 |
| 717203958 | Existing Customer | 51 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 11512.0 | 988 | 10524.0 | 0.569 | 1842 | 32 | 1.133 | 0.086 | 5/24/2022 |
| 769701258 | Existing Customer | 26 | F | 0 | Unknown | Unknown | Unknown | Blue | 18 | 3 | 3 | 3 | 12463.0 | 1319 | 11144.0 | 0.655 | 3996 | 71 | 0.543 | 0.106 | 8/24/2020 |
| 714933783 | Existing Customer | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 1 | 4 | 8511.0 | 0 | 8511.0 | 0.880 | 3775 | 62 | 0.676 | 0.000 | 4/11/2020 |
| 717650133 | Existing Customer | 41 | M | 5 | Graduate | Single | $60K - $80K | Blue | 28 | 5 | 1 | 4 | 4821.0 | 1426 | 3395.0 | 0.898 | 3571 | 58 | 0.933 | 0.296 | 11/25/2021 |
| 708707808 | Existing Customer | 57 | M | 2 | Graduate | Unknown | $60K - $80K | Blue | 45 | 4 | 1 | 2 | 2480.0 | 1584 | 896.0 | 0.874 | 3438 | 66 | 0.784 | 0.639 | 9/1/2021 |
| 717331758 | Existing Customer | 44 | M | 4 | Graduate | Married | $120K + | Blue | 32 | 6 | 3 | 4 | 34516.0 | 2517 | 31999.0 | 0.765 | 4228 | 83 | 0.596 | 0.073 | 7/17/2019 |
| 801385458 | Existing Customer | 52 | M | 1 | Uneducated | Married | $120K + | Blue | 46 | 5 | 2 | 4 | 8596.0 | 2019 | 6577.0 | 0.677 | 4017 | 80 | 0.600 | 0.235 | 5/29/2022 |
| 710605458 | Existing Customer | 49 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 6 | 3 | 2 | 7223.0 | 1963 | 5260.0 | 0.852 | 4127 | 70 | 0.842 | 0.272 | 7/3/2019 |
| 719570733 | Existing Customer | 52 | M | 2 | Unknown | Single | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 1629.0 | 978 | 651.0 | 0.552 | 3766 | 83 | 0.694 | 0.600 | 5/23/2022 |
| 708646233 | Existing Customer | 44 | F | 1 | Unknown | Divorced | Unknown | Blue | 36 | 3 | 2 | 1 | 17116.0 | 1289 | 15827.0 | 0.559 | 3632 | 50 | 0.923 | 0.075 | 4/14/2022 |
| 766006758 | Existing Customer | 63 | M | 1 | High School | Married | $60K - $80K | Blue | 56 | 3 | 2 | 4 | 7216.0 | 2321 | 4895.0 | 0.491 | 1734 | 38 | 0.583 | 0.322 | 12/25/2022 |
| 710695083 | Existing Customer | 44 | M | 3 | College | Single | $60K - $80K | Silver | 32 | 4 | 1 | 3 | 28397.0 | 1421 | 26976.0 | 0.635 | 1635 | 31 | 0.824 | 0.050 | 1/27/2019 |
| 709224033 | Attrited Customer | 53 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 43 | 1 | 3 | 2 | 13720.0 | 0 | 13720.0 | 0.671 | 1830 | 36 | 0.241 | 0.000 | 4/4/2022 |
| 795991758 | Existing Customer | 47 | F | 3 | Unknown | Married | $40K - $60K | Blue | 41 | 5 | 3 | 3 | 7553.0 | 660 | 6893.0 | 0.549 | 4079 | 67 | 0.457 | 0.087 | 9/14/2021 |
| 709381383 | Existing Customer | 49 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 2 | 2952.0 | 2517 | 435.0 | 0.809 | 3830 | 77 | 0.510 | 0.853 | 6/17/2021 |
| 810321933 | Existing Customer | 35 | M | 3 | High School | Unknown | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 11229.0 | 1054 | 10175.0 | 0.552 | 1898 | 36 | 1.571 | 0.094 | 7/15/2022 |
| 716235783 | Existing Customer | 45 | M | 3 | College | Married | $40K - $60K | Blue | 39 | 3 | 2 | 4 | 7109.0 | 866 | 6243.0 | 0.572 | 4047 | 75 | 0.667 | 0.122 | 2/3/2020 |
| 758833758 | Existing Customer | 45 | M | 4 | Unknown | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 1862.0 | 845 | 1017.0 | 0.604 | 3520 | 68 | 0.889 | 0.454 | 1/13/2021 |
| 713579733 | Existing Customer | 36 | M | 2 | College | Single | $60K - $80K | Blue | 22 | 5 | 3 | 3 | 4511.0 | 754 | 3757.0 | 0.905 | 2597 | 71 | 0.919 | 0.167 | 7/5/2019 |
| 804649833 | Existing Customer | 42 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 29 | 3 | 3 | 4 | 2533.0 | 1126 | 1407.0 | 0.788 | 3436 | 74 | 0.574 | 0.445 | 12/6/2019 |
| 780971583 | Existing Customer | 46 | M | 1 | Graduate | Divorced | $120K + | Blue | 30 | 6 | 2 | 2 | 2016.0 | 797 | 1219.0 | 1.108 | 3772 | 62 | 0.879 | 0.395 | 7/22/2020 |
| 804673308 | Attrited Customer | 49 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 44 | 2 | 3 | 4 | 3893.0 | 0 | 3893.0 | 0.662 | 1866 | 37 | 0.947 | 0.000 | 1/31/2021 |
| 788747358 | Existing Customer | 50 | M | 0 | High School | Divorced | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 5530.0 | 2034 | 3496.0 | 0.647 | 4836 | 68 | 0.744 | 0.368 | 7/18/2020 |
| 713199558 | Existing Customer | 57 | F | 3 | Doctorate | Single | Less than $40K | Blue | 44 | 5 | 3 | 2 | 1737.0 | 813 | 924.0 | 0.756 | 3669 | 58 | 0.812 | 0.468 | 1/29/2020 |
| 713777883 | Existing Customer | 46 | F | 0 | Graduate | Divorced | Unknown | Blue | 36 | 3 | 3 | 2 | 6853.0 | 1679 | 5174.0 | 0.975 | 3543 | 52 | 1.000 | 0.245 | 11/20/2020 |
| 771081558 | Existing Customer | 55 | M | 2 | High School | Divorced | $120K + | Blue | 42 | 3 | 2 | 2 | 34516.0 | 1190 | 33326.0 | 0.832 | 2862 | 78 | 0.733 | 0.034 | 12/16/2021 |
| 710229333 | Existing Customer | 38 | M | 2 | College | Single | $40K - $60K | Blue | 20 | 6 | 1 | 3 | 11068.0 | 1254 | 9814.0 | 0.418 | 3812 | 64 | 0.641 | 0.113 | 5/30/2020 |
| 720406233 | Existing Customer | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 5546.0 | 1829 | 3717.0 | 0.673 | 1770 | 46 | 1.000 | 0.330 | 4/22/2022 |
| 767784708 | Attrited Customer | 48 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 41 | 2 | 3 | 4 | 7277.0 | 504 | 6773.0 | 0.582 | 2356 | 40 | 0.290 | 0.069 | 10/27/2020 |
| 712052058 | Existing Customer | 57 | M | 3 | Graduate | Single | $40K - $60K | Blue | 48 | 3 | 3 | 0 | 9426.0 | 1574 | 7852.0 | 0.791 | 4212 | 75 | 0.531 | 0.167 | 11/20/2020 |
| 715278708 | Existing Customer | 55 | M | 2 | Unknown | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 1594.0 | 927 | 667.0 | 0.985 | 3851 | 65 | 0.806 | 0.582 | 1/3/2022 |
| 827049558 | Existing Customer | 47 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 43 | 3 | 2 | 2 | 2158.0 | 1170 | 988.0 | 0.730 | 4421 | 89 | 0.679 | 0.542 | 5/6/2019 |
| 710248233 | Existing Customer | 37 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 3490.0 | 1421 | 2069.0 | 1.125 | 3392 | 80 | 0.860 | 0.407 | 11/21/2022 |
| 712146558 | Existing Customer | 48 | F | 5 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2364.0 | 1619 | 745.0 | 0.585 | 3230 | 65 | 0.711 | 0.685 | 6/11/2021 |
| 715179933 | Existing Customer | 49 | F | 2 | High School | Married | Unknown | Blue | 36 | 6 | 2 | 3 | 15704.0 | 0 | 15704.0 | 0.924 | 4253 | 91 | 0.685 | 0.000 | 11/18/2020 |
| 709215708 | Existing Customer | 49 | M | 2 | Post-Graduate | Unknown | $60K - $80K | Blue | 36 | 4 | 2 | 5 | 18253.0 | 2517 | 15736.0 | 0.910 | 3737 | 73 | 0.587 | 0.138 | 8/28/2020 |
| 710668458 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 3696.0 | 0 | 3696.0 | 0.916 | 3405 | 76 | 0.727 | 0.000 | 1/2/2020 |
| 718828083 | Existing Customer | 52 | M | 1 | Graduate | Single | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 8748.0 | 2284 | 6464.0 | 0.839 | 3533 | 73 | 0.587 | 0.261 | 8/22/2020 |
| 720781158 | Existing Customer | 44 | F | 2 | Uneducated | Divorced | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 5608.0 | 1243 | 4365.0 | 0.497 | 3829 | 74 | 0.396 | 0.222 | 12/20/2019 |
| 716938383 | Existing Customer | 41 | M | 4 | Unknown | Married | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.743 | 3811 | 61 | 0.743 | 0.000 | 4/18/2022 |
| 709976358 | Existing Customer | 51 | F | 1 | Unknown | Single | Less than $40K | Blue | 42 | 4 | 3 | 3 | 3236.0 | 0 | 3236.0 | 0.797 | 3952 | 80 | 0.739 | 0.000 | 2/25/2022 |
| 715688958 | Existing Customer | 45 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 2736.0 | 2043 | 693.0 | 0.801 | 4550 | 84 | 0.750 | 0.747 | 3/11/2020 |
| 721493883 | Existing Customer | 49 | F | 4 | Unknown | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 5195.0 | 0 | 5195.0 | 1.135 | 3313 | 69 | 0.769 | 0.000 | 3/14/2019 |
| 709830783 | Existing Customer | 47 | M | 5 | Unknown | Single | $120K + | Silver | 36 | 5 | 2 | 2 | 34516.0 | 1686 | 32830.0 | 0.937 | 4039 | 72 | 0.756 | 0.049 | 9/10/2021 |
| 715354983 | Existing Customer | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 6 | 3 | 1 | 6327.0 | 0 | 6327.0 | 0.666 | 3653 | 77 | 0.674 | 0.000 | 10/29/2021 |
| 713532858 | Existing Customer | 42 | M | 2 | Doctorate | Unknown | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 4728.0 | 1386 | 3342.0 | 0.756 | 4077 | 70 | 0.628 | 0.293 | 3/23/2021 |
| 721295658 | Existing Customer | 62 | M | 1 | Unknown | Single | $80K - $120K | Blue | 55 | 6 | 1 | 4 | 34516.0 | 2517 | 31999.0 | 0.945 | 3975 | 63 | 0.537 | 0.073 | 4/6/2021 |
| 720313083 | Existing Customer | 32 | M | 1 | Unknown | Single | $120K + | Blue | 18 | 5 | 3 | 2 | 6276.0 | 2289 | 3987.0 | 0.637 | 2637 | 68 | 0.388 | 0.365 | 2/2/2020 |
| 720724008 | Existing Customer | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 13430.0 | 2356 | 11074.0 | 0.718 | 3717 | 67 | 0.675 | 0.175 | 4/19/2022 |
| 712828533 | Existing Customer | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 2796.0 | 0 | 2796.0 | 0.563 | 4820 | 74 | 0.644 | 0.000 | 12/14/2019 |
| 717007458 | Existing Customer | 46 | M | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 2457.0 | 1051 | 1406.0 | 0.982 | 3256 | 71 | 0.919 | 0.428 | 9/23/2022 |
| 710728458 | Existing Customer | 62 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 7075.0 | 1396 | 5679.0 | 0.532 | 4409 | 75 | 0.531 | 0.197 | 4/21/2021 |
| 717720108 | Existing Customer | 42 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 12386.0 | 980 | 11406.0 | 0.656 | 3274 | 69 | 0.568 | 0.079 | 12/30/2020 |
| 720648483 | Existing Customer | 39 | M | 4 | College | Single | $80K - $120K | Blue | 31 | 4 | 3 | 2 | 32210.0 | 1115 | 31095.0 | 0.620 | 1821 | 53 | 0.514 | 0.035 | 4/25/2021 |
| 770146008 | Existing Customer | 59 | M | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 4 | 3 | 2 | 2136.0 | 1502 | 634.0 | 0.648 | 1908 | 37 | 0.370 | 0.703 | 3/9/2022 |
| 714829683 | Existing Customer | 43 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 10851.0 | 1101 | 9750.0 | 0.702 | 3688 | 65 | 0.757 | 0.101 | 4/29/2019 |
| 717015333 | Existing Customer | 52 | M | 1 | Unknown | Divorced | $120K + | Blue | 41 | 6 | 1 | 2 | 2717.0 | 1953 | 764.0 | 0.809 | 3974 | 70 | 0.556 | 0.719 | 9/22/2021 |
| 757837458 | Existing Customer | 59 | F | 2 | High School | Single | Unknown | Blue | 52 | 4 | 2 | 4 | 3578.0 | 663 | 2915.0 | 0.674 | 4065 | 79 | 0.646 | 0.185 | 1/7/2022 |
| 719240358 | Existing Customer | 60 | M | 1 | Unknown | Single | $60K - $80K | Blue | 50 | 4 | 3 | 0 | 10698.0 | 1790 | 8908.0 | 0.981 | 4095 | 67 | 0.914 | 0.167 | 12/15/2021 |
| 719036883 | Existing Customer | 48 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 2 | 4668.0 | 0 | 4668.0 | 0.896 | 4163 | 77 | 0.453 | 0.000 | 9/18/2019 |
| 714000108 | Existing Customer | 40 | F | 3 | College | Divorced | Unknown | Blue | 36 | 5 | 2 | 4 | 6772.0 | 0 | 6772.0 | 0.483 | 3658 | 66 | 0.650 | 0.000 | 11/14/2019 |
| 720786033 | Existing Customer | 55 | M | 1 | College | Single | $80K - $120K | Blue | 42 | 5 | 2 | 4 | 10696.0 | 1206 | 9490.0 | 0.958 | 2489 | 38 | 0.900 | 0.113 | 1/27/2022 |
| 708917133 | Existing Customer | 48 | M | 3 | High School | Single | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 11851.0 | 0 | 11851.0 | 0.430 | 4498 | 73 | 0.622 | 0.000 | 1/5/2020 |
| 818929158 | Existing Customer | 36 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 31 | 3 | 3 | 2 | 11558.0 | 0 | 11558.0 | 0.545 | 2220 | 53 | 0.828 | 0.000 | 8/16/2022 |
| 709513458 | Existing Customer | 49 | M | 3 | High School | Unknown | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 9551.0 | 1833 | 7718.0 | 1.675 | 3213 | 52 | 1.476 | 0.192 | 8/8/2021 |
| 717705858 | Existing Customer | 40 | M | 2 | High School | Unknown | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 29923.0 | 0 | 29923.0 | 0.937 | 2528 | 52 | 0.793 | 0.000 | 2/25/2019 |
| 716573058 | Attrited Customer | 54 | F | 3 | Doctorate | Unknown | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.499 | 1598 | 40 | 0.290 | 0.000 | 1/10/2019 |
| 827695683 | Existing Customer | 40 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 4 | 2 | 5 | 34516.0 | 1329 | 33187.0 | 0.574 | 3906 | 77 | 0.510 | 0.039 | 1/28/2021 |
| 819189108 | Existing Customer | 63 | M | 0 | College | Single | $80K - $120K | Blue | 56 | 6 | 2 | 2 | 9033.0 | 0 | 9033.0 | 0.780 | 4456 | 85 | 0.635 | 0.000 | 7/4/2022 |
| 716977758 | Attrited Customer | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3675.0 | 2517 | 1158.0 | 0.766 | 1913 | 35 | 0.667 | 0.685 | 4/13/2021 |
| 714901383 | Existing Customer | 44 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 9183.0 | 2191 | 6992.0 | 0.582 | 4503 | 69 | 0.643 | 0.239 | 7/1/2021 |
| 718500633 | Existing Customer | 45 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 7924.0 | 1896 | 6028.0 | 1.161 | 3270 | 58 | 0.933 | 0.239 | 2/4/2019 |
| 713516433 | Existing Customer | 36 | F | 3 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 0 | 5383.0 | 737 | 4646.0 | 0.956 | 2934 | 80 | 0.633 | 0.137 | 9/23/2020 |
| 715140933 | Existing Customer | 45 | F | 3 | Graduate | Single | $40K - $60K | Silver | 39 | 5 | 2 | 4 | 21425.0 | 1459 | 19966.0 | 1.061 | 3704 | 60 | 0.538 | 0.068 | 10/10/2019 |
| 712642533 | Existing Customer | 38 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 26 | 6 | 1 | 3 | 32866.0 | 2098 | 30768.0 | 0.549 | 3788 | 76 | 0.689 | 0.064 | 8/6/2019 |
| 721498008 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.978 | 3966 | 57 | 0.781 | 0.000 | 1/28/2019 |
| 717189183 | Existing Customer | 35 | M | 1 | Doctorate | Single | $40K - $60K | Blue | 24 | 6 | 3 | 2 | 10467.0 | 1961 | 8506.0 | 0.713 | 2665 | 65 | 0.667 | 0.187 | 7/24/2022 |
| 708902883 | Existing Customer | 55 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 2 | 12856.0 | 0 | 12856.0 | 0.510 | 3364 | 61 | 0.564 | 0.000 | 12/30/2020 |
| 817889583 | Attrited Customer | 61 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 3 | 3 | 4 | 9721.0 | 0 | 9721.0 | 0.826 | 2260 | 46 | 1.000 | 0.000 | 2/7/2021 |
| 717242058 | Attrited Customer | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 2 | 3 | 4 | 3981.0 | 0 | 3981.0 | 0.764 | 2134 | 42 | 0.355 | 0.000 | 12/11/2019 |
| 715628733 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 3 | 4 | 7587.0 | 0 | 7587.0 | 0.820 | 3157 | 59 | 0.844 | 0.000 | 5/16/2020 |
| 716613933 | Existing Customer | 51 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 6 | 5 | 2 | 3417.0 | 1482 | 1935.0 | 0.705 | 3651 | 60 | 0.818 | 0.434 | 11/11/2019 |
| 712709508 | Existing Customer | 48 | F | 2 | Unknown | Single | Unknown | Blue | 40 | 3 | 3 | 4 | 8012.0 | 0 | 8012.0 | 0.596 | 2645 | 63 | 0.800 | 0.000 | 10/15/2019 |
| 716306583 | Attrited Customer | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 5 | 3812.0 | 2517 | 1295.0 | 0.586 | 2325 | 45 | 0.731 | 0.660 | 5/17/2021 |
| 720026058 | Existing Customer | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 21378.0 | 1284 | 20094.0 | 1.101 | 3526 | 64 | 0.684 | 0.060 | 5/22/2019 |
| 756397458 | Existing Customer | 54 | F | 1 | Graduate | Single | Less than $40K | Silver | 47 | 6 | 3 | 4 | 12873.0 | 0 | 12873.0 | 1.005 | 3170 | 70 | 0.842 | 0.000 | 10/1/2022 |
| 712644483 | Existing Customer | 46 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 5 | 3 | 1 | 20229.0 | 1217 | 19012.0 | 0.741 | 4270 | 62 | 0.550 | 0.060 | 9/21/2021 |
| 814489683 | Existing Customer | 34 | F | 2 | Unknown | Single | Less than $40K | Blue | 29 | 3 | 1 | 0 | 5387.0 | 795 | 4592.0 | 0.837 | 2596 | 59 | 1.034 | 0.148 | 10/2/2021 |
| 789111483 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 34 | 5 | 3 | 4 | 16546.0 | 1850 | 14696.0 | 0.729 | 4255 | 75 | 0.562 | 0.112 | 9/10/2022 |
| 709573533 | Existing Customer | 48 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 11191.0 | 0 | 11191.0 | 0.580 | 3914 | 71 | 0.775 | 0.000 | 1/5/2019 |
| 807137808 | Existing Customer | 45 | M | 3 | High School | Divorced | $60K - $80K | Blue | 40 | 4 | 1 | 2 | 17576.0 | 0 | 17576.0 | 0.667 | 3494 | 67 | 0.718 | 0.000 | 11/21/2022 |
| 711861258 | Existing Customer | 65 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 4182.0 | 0 | 4182.0 | 0.691 | 4046 | 57 | 0.629 | 0.000 | 6/7/2021 |
| 716660583 | Existing Customer | 45 | M | 0 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 5 | 2 | 10271.0 | 1746 | 8525.0 | 0.661 | 3696 | 72 | 0.600 | 0.170 | 4/26/2021 |
| 717222033 | Existing Customer | 40 | F | 3 | Unknown | Single | Less than $40K | Blue | 28 | 3 | 1 | 4 | 1647.0 | 1198 | 449.0 | 0.760 | 4272 | 76 | 0.810 | 0.727 | 12/1/2021 |
| 716617608 | Existing Customer | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1560.0 | 995 | 565.0 | 0.615 | 1936 | 58 | 0.657 | 0.638 | 4/28/2022 |
| 716786808 | Existing Customer | 40 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 2 | 1659.0 | 0 | 1659.0 | 0.585 | 3838 | 66 | 0.692 | 0.000 | 2/1/2019 |
| 718882008 | Existing Customer | 38 | M | 1 | High School | Single | $120K + | Blue | 27 | 6 | 2 | 2 | 22487.0 | 889 | 21598.0 | 0.528 | 4960 | 73 | 0.460 | 0.040 | 3/1/2021 |
| 770975133 | Existing Customer | 36 | M | 0 | Graduate | Unknown | Less than $40K | Blue | 23 | 5 | 2 | 4 | 5403.0 | 1854 | 3549.0 | 0.712 | 4382 | 74 | 0.542 | 0.343 | 3/8/2021 |
| 715234008 | Existing Customer | 54 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 4717.0 | 1590 | 3127.0 | 0.802 | 4216 | 67 | 0.595 | 0.337 | 12/8/2021 |
| 709326183 | Existing Customer | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 5180.0 | 1211 | 3969.0 | 0.809 | 3447 | 74 | 0.850 | 0.234 | 1/28/2020 |
| 721233033 | Attrited Customer | 50 | M | 2 | High School | Single | $80K - $120K | Blue | 38 | 1 | 2 | 3 | 4915.0 | 464 | 4451.0 | 0.242 | 1474 | 36 | 0.091 | 0.094 | 5/18/2019 |
| 712319958 | Existing Customer | 41 | M | 4 | High School | Married | $80K - $120K | Blue | 29 | 4 | 2 | 1 | 12154.0 | 2517 | 9637.0 | 0.864 | 3853 | 71 | 0.775 | 0.207 | 12/27/2022 |
| 712198983 | Existing Customer | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 3258.0 | 0 | 3258.0 | 0.784 | 3169 | 67 | 0.489 | 0.000 | 12/18/2020 |
| 772103208 | Existing Customer | 44 | F | 5 | High School | Unknown | Unknown | Blue | 33 | 4 | 3 | 2 | 13349.0 | 0 | 13349.0 | 0.882 | 3534 | 78 | 0.902 | 0.000 | 10/21/2019 |
| 779502333 | Attrited Customer | 50 | M | 4 | Graduate | Single | $120K + | Silver | 32 | 5 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.321 | 1480 | 37 | 0.276 | 0.000 | 1/28/2019 |
| 718737708 | Existing Customer | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 3 | 5 | 3 | 31458.0 | 1202 | 30256.0 | 0.673 | 4202 | 66 | 0.610 | 0.038 | 1/28/2020 |
| 821351958 | Existing Customer | 40 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.785 | 3308 | 54 | 1.000 | 0.000 | 10/15/2022 |
| 716142858 | Existing Customer | 46 | F | 4 | Uneducated | Married | Less than $40K | Silver | 36 | 3 | 1 | 4 | 10961.0 | 1391 | 9570.0 | 0.662 | 3914 | 77 | 0.750 | 0.127 | 7/31/2022 |
| 826079508 | Existing Customer | 48 | M | 2 | Unknown | Unknown | $60K - $80K | Blue | 44 | 4 | 3 | 3 | 8904.0 | 1886 | 7018.0 | 0.945 | 3654 | 65 | 0.757 | 0.212 | 12/19/2020 |
| 773236983 | Existing Customer | 47 | M | 4 | High School | Married | $40K - $60K | Blue | 40 | 4 | 2 | 3 | 2498.0 | 2258 | 240.0 | 0.992 | 1839 | 29 | 0.706 | 0.904 | 12/29/2019 |
| 826717533 | Existing Customer | 42 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 38 | 6 | 1 | 1 | 16105.0 | 724 | 15381.0 | 0.949 | 4631 | 76 | 0.767 | 0.045 | 1/17/2019 |
| 789334458 | Existing Customer | 43 | F | 3 | Graduate | Unknown | Unknown | Silver | 33 | 3 | 1 | 3 | 34516.0 | 1858 | 32658.0 | 0.622 | 4197 | 67 | 0.523 | 0.054 | 10/18/2019 |
| 814092858 | Existing Customer | 49 | F | 3 | Graduate | Unknown | Unknown | Blue | 44 | 5 | 2 | 1 | 2222.0 | 694 | 1528.0 | 0.903 | 4372 | 65 | 0.711 | 0.312 | 12/7/2022 |
| 708355683 | Existing Customer | 46 | F | 4 | Graduate | Married | Unknown | Blue | 38 | 3 | 2 | 3 | 16815.0 | 0 | 16815.0 | 0.938 | 2976 | 65 | 0.512 | 0.000 | 6/15/2020 |
| 803124408 | Attrited Customer | 41 | F | 3 | Unknown | Married | Unknown | Blue | 35 | 2 | 3 | 5 | 11538.0 | 0 | 11538.0 | 0.507 | 1926 | 53 | 0.432 | 0.000 | 5/10/2020 |
| 789964983 | Attrited Customer | 45 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 36 | 2 | 2 | 4 | 9569.0 | 0 | 9569.0 | 0.598 | 1724 | 35 | 0.250 | 0.000 | 2/17/2021 |
| 720303933 | Existing Customer | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 3340.0 | 1282 | 2058.0 | 0.724 | 4526 | 82 | 0.547 | 0.384 | 1/28/2022 |
| 708665133 | Existing Customer | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 6 | 2 | 3 | 3654.0 | 1172 | 2482.0 | 0.938 | 4003 | 67 | 0.595 | 0.321 | 2/25/2021 |
| 828236133 | Existing Customer | 49 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 4 | 2 | 0 | 10541.0 | 1387 | 9154.0 | 0.720 | 4269 | 92 | 0.614 | 0.132 | 12/3/2022 |
| 712000758 | Existing Customer | 51 | M | 4 | Uneducated | Single | $120K + | Silver | 39 | 5 | 2 | 1 | 34516.0 | 1959 | 32557.0 | 0.888 | 3997 | 54 | 0.929 | 0.057 | 10/24/2022 |
| 715378383 | Existing Customer | 43 | F | 4 | Graduate | Single | Unknown | Silver | 36 | 4 | 3 | 4 | 34516.0 | 1893 | 32623.0 | 0.748 | 3639 | 76 | 1.000 | 0.055 | 4/13/2022 |
| 769985883 | Existing Customer | 45 | M | 2 | Graduate | Single | $80K - $120K | Blue | 39 | 6 | 3 | 3 | 1613.0 | 0 | 1613.0 | 0.635 | 3549 | 65 | 0.444 | 0.000 | 2/21/2020 |
| 709297608 | Attrited Customer | 38 | M | 3 | College | Single | $80K - $120K | Blue | 26 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.399 | 1585 | 32 | 0.455 | 0.000 | 12/2/2020 |
| 716971833 | Existing Customer | 40 | F | 2 | Uneducated | Married | Unknown | Blue | 29 | 5 | 3 | 3 | 13126.0 | 0 | 13126.0 | 0.725 | 4496 | 61 | 0.848 | 0.000 | 3/18/2022 |
| 801373833 | Existing Customer | 49 | M | 4 | College | Divorced | $40K - $60K | Blue | 43 | 3 | 2 | 3 | 1922.0 | 710 | 1212.0 | 0.951 | 2920 | 46 | 1.421 | 0.369 | 2/14/2021 |
| 716040783 | Existing Customer | 45 | F | 3 | Graduate | Unknown | Less than $40K | Silver | 36 | 3 | 2 | 2 | 14521.0 | 0 | 14521.0 | 0.410 | 4178 | 66 | 0.467 | 0.000 | 5/1/2020 |
| 817977933 | Attrited Customer | 63 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 6 | 3 | 1931.0 | 1531 | 400.0 | 0.778 | 2288 | 48 | 0.714 | 0.793 | 5/12/2020 |
| 827055333 | Existing Customer | 43 | M | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 5 | 3 | 5 | 8513.0 | 1042 | 7471.0 | 0.702 | 2015 | 37 | 0.682 | 0.122 | 11/26/2020 |
| 772116408 | Existing Customer | 50 | M | 1 | High School | Single | $40K - $60K | Blue | 39 | 4 | 1 | 1 | 2421.0 | 1029 | 1392.0 | 0.675 | 2377 | 56 | 0.750 | 0.425 | 3/16/2020 |
| 734924658 | Existing Customer | 47 | F | 5 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1478.0 | 792 | 686.0 | 0.873 | 4123 | 67 | 0.489 | 0.536 | 6/16/2021 |
| 711775383 | Existing Customer | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 4 | 2466.0 | 0 | 2466.0 | 1.077 | 4059 | 66 | 0.650 | 0.000 | 11/6/2022 |
| 715019058 | Existing Customer | 30 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2501.0 | 1845 | 656.0 | 0.668 | 2933 | 65 | 0.806 | 0.738 | 8/5/2022 |
| 780715683 | Existing Customer | 41 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 30 | 4 | 1 | 3 | 13602.0 | 0 | 13602.0 | 0.699 | 3582 | 69 | 0.683 | 0.000 | 7/13/2020 |
| 827341383 | Existing Customer | 38 | M | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 3 | 2 | 3094.0 | 1317 | 1777.0 | 0.957 | 3607 | 81 | 0.884 | 0.426 | 10/20/2021 |
| 708757233 | Existing Customer | 44 | F | 2 | High School | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 2485.0 | 1489 | 996.0 | 0.779 | 3697 | 77 | 0.833 | 0.599 | 6/9/2021 |
| 710504283 | Existing Customer | 50 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 39 | 6 | 3 | 4 | 14817.0 | 1463 | 13354.0 | 0.795 | 4014 | 70 | 0.628 | 0.099 | 11/28/2022 |
| 713919183 | Existing Customer | 50 | M | 3 | Unknown | Married | $80K - $120K | Blue | 39 | 5 | 3 | 4 | 13824.0 | 1582 | 12242.0 | 0.522 | 4630 | 74 | 0.644 | 0.114 | 6/23/2019 |
| 713171358 | Existing Customer | 46 | F | 4 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.749 | 3880 | 74 | 0.721 | 0.000 | 11/21/2020 |
| 773140683 | Existing Customer | 51 | M | 0 | Unknown | Married | $60K - $80K | Blue | 43 | 4 | 1 | 2 | 3797.0 | 1202 | 2595.0 | 0.695 | 4191 | 65 | 0.757 | 0.317 | 5/18/2021 |
| 716358033 | Existing Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 6189.0 | 0 | 6189.0 | 0.538 | 5004 | 65 | 0.806 | 0.000 | 3/22/2021 |
| 826410708 | Existing Customer | 40 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 22956.0 | 1407 | 21549.0 | 0.709 | 5554 | 64 | 0.600 | 0.061 | 12/20/2021 |
| 789717708 | Existing Customer | 49 | F | 1 | Unknown | Married | $40K - $60K | Blue | 37 | 5 | 2 | 4 | 3943.0 | 1135 | 2808.0 | 0.672 | 4180 | 82 | 0.783 | 0.288 | 6/23/2021 |
| 711679533 | Existing Customer | 54 | M | 2 | Post-Graduate | Divorced | $120K + | Blue | 43 | 3 | 2 | 2 | 5569.0 | 968 | 4601.0 | 0.949 | 2600 | 60 | 0.714 | 0.174 | 2/4/2021 |
| 711342483 | Existing Customer | 50 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 2418.0 | 1720 | 698.0 | 1.019 | 3896 | 58 | 0.812 | 0.711 | 11/23/2020 |
| 720242733 | Existing Customer | 45 | M | 4 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1963.0 | 1549 | 414.0 | 0.778 | 3718 | 75 | 0.596 | 0.789 | 2/22/2019 |
| 721213833 | Existing Customer | 46 | F | 2 | High School | Unknown | Unknown | Blue | 32 | 4 | 1 | 3 | 7966.0 | 1423 | 6543.0 | 0.987 | 3780 | 75 | 0.923 | 0.179 | 10/28/2021 |
| 756624183 | Existing Customer | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 1 | 3 | 7742.0 | 2024 | 5718.0 | 0.929 | 3507 | 69 | 0.568 | 0.261 | 9/13/2021 |
| 717622308 | Existing Customer | 63 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2074.0 | 1688 | 386.0 | 0.620 | 4232 | 75 | 0.500 | 0.814 | 7/2/2022 |
| 714629358 | Attrited Customer | 54 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 34 | 2 | 3 | 4 | 4948.0 | 0 | 4948.0 | 0.392 | 1796 | 41 | 0.519 | 0.000 | 8/13/2021 |
| 744307008 | Existing Customer | 51 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 4988.0 | 0 | 4988.0 | 0.619 | 3890 | 74 | 0.644 | 0.000 | 6/3/2019 |
| 708871158 | Existing Customer | 60 | M | 1 | Graduate | Single | $60K - $80K | Silver | 42 | 4 | 3 | 4 | 28701.0 | 0 | 28701.0 | 1.165 | 3516 | 57 | 0.727 | 0.000 | 5/8/2019 |
| 710979033 | Existing Customer | 30 | M | 0 | Unknown | Single | $40K - $60K | Blue | 20 | 3 | 1 | 3 | 6607.0 | 2517 | 4090.0 | 0.854 | 3046 | 73 | 0.780 | 0.381 | 1/30/2021 |
| 818903583 | Existing Customer | 44 | M | 5 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 5 | 2 | 0 | 16034.0 | 1597 | 14437.0 | 0.775 | 3628 | 59 | 0.903 | 0.100 | 7/30/2019 |
| 712980333 | Existing Customer | 33 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 24149.0 | 1848 | 22301.0 | 0.731 | 2584 | 66 | 0.833 | 0.077 | 6/8/2021 |
| 717655458 | Existing Customer | 40 | F | 2 | Uneducated | Unknown | $40K - $60K | Silver | 28 | 5 | 3 | 4 | 16903.0 | 1507 | 15396.0 | 0.970 | 3819 | 61 | 0.525 | 0.089 | 1/30/2022 |
| 822112383 | Existing Customer | 52 | M | 3 | College | Married | $60K - $80K | Blue | 48 | 5 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.618 | 3769 | 73 | 0.659 | 0.000 | 9/12/2020 |
| 711538758 | Attrited Customer | 39 | M | 5 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 24657.0 | 633 | 24024.0 | 0.358 | 1954 | 46 | 0.394 | 0.026 | 5/25/2020 |
| 719987733 | Attrited Customer | 51 | F | 3 | Unknown | Single | $40K - $60K | Blue | 38 | 3 | 3 | 3 | 5026.0 | 0 | 5026.0 | 0.564 | 1844 | 37 | 0.609 | 0.000 | 3/4/2019 |
| 719184783 | Existing Customer | 51 | F | 1 | Graduate | Single | Unknown | Blue | 41 | 3 | 2 | 2 | 9352.0 | 1429 | 7923.0 | 0.728 | 3536 | 71 | 0.690 | 0.153 | 1/3/2022 |
| 715857183 | Existing Customer | 46 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 4939.0 | 1296 | 3643.0 | 0.911 | 2150 | 43 | 0.870 | 0.262 | 12/19/2020 |
| 719657583 | Attrited Customer | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 40 | 2 | 2 | 6 | 9502.0 | 2457 | 7045.0 | 0.915 | 2310 | 57 | 0.676 | 0.259 | 5/12/2020 |
| 789713208 | Attrited Customer | 62 | F | 0 | Doctorate | Single | Less than $40K | Blue | 50 | 6 | 3 | 5 | 2936.0 | 326 | 2610.0 | 0.935 | 2692 | 29 | 0.526 | 0.111 | 8/9/2019 |
| 802031583 | Existing Customer | 53 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 47 | 6 | 1 | 1 | 22855.0 | 0 | 22855.0 | 0.741 | 3711 | 83 | 0.804 | 0.000 | 3/3/2019 |
| 711529383 | Existing Customer | 47 | F | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 4 | 1 | 4 | 6602.0 | 1224 | 5378.0 | 0.665 | 3163 | 73 | 0.825 | 0.185 | 11/3/2020 |
| 715371108 | Attrited Customer | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 3 | 2 | 3728.0 | 0 | 3728.0 | 0.358 | 1632 | 42 | 0.448 | 0.000 | 8/25/2021 |
| 712988958 | Existing Customer | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 33 | 5 | 2 | 0 | 2021.0 | 1731 | 290.0 | 0.986 | 3253 | 62 | 0.722 | 0.857 | 8/9/2021 |
| 713005908 | Existing Customer | 47 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2255.0 | 1733 | 522.0 | 0.903 | 4772 | 83 | 0.729 | 0.769 | 6/25/2020 |
| 712236483 | Existing Customer | 41 | F | 2 | Graduate | Single | Less than $40K | Gold | 36 | 5 | 3 | 4 | 15704.0 | 1991 | 13713.0 | 0.699 | 4487 | 71 | 0.543 | 0.127 | 5/15/2019 |
| 711852783 | Existing Customer | 46 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 5746.0 | 1572 | 4174.0 | 0.937 | 3446 | 56 | 1.000 | 0.274 | 6/26/2020 |
| 780056733 | Existing Customer | 36 | M | 3 | Unknown | Single | $40K - $60K | Blue | 22 | 3 | 6 | 3 | 8436.0 | 2517 | 5919.0 | 0.807 | 2627 | 63 | 1.032 | 0.298 | 12/20/2019 |
| 796903083 | Attrited Customer | 47 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.838 | 2584 | 42 | 0.448 | 0.000 | 2/19/2019 |
| 716014983 | Existing Customer | 56 | F | 3 | High School | Single | Less than $40K | Blue | 48 | 6 | 5 | 3 | 8340.0 | 1902 | 6438.0 | 0.810 | 3755 | 77 | 0.833 | 0.228 | 10/24/2019 |
| 712521783 | Existing Customer | 54 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 47 | 6 | 2 | 4 | 15108.0 | 1288 | 13820.0 | 0.684 | 3713 | 65 | 0.512 | 0.085 | 2/12/2021 |
| 780045708 | Existing Customer | 42 | F | 3 | Graduate | Single | $40K - $60K | Silver | 26 | 6 | 2 | 2 | 15104.0 | 1204 | 13900.0 | 0.824 | 4259 | 79 | 0.580 | 0.080 | 1/2/2022 |
| 719488008 | Existing Customer | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 2490.0 | 1281 | 1209.0 | 0.551 | 1902 | 34 | 0.619 | 0.514 | 8/25/2022 |
| 771575058 | Existing Customer | 45 | M | 1 | Graduate | Married | Less than $40K | Blue | 33 | 4 | 3 | 4 | 2009.0 | 1795 | 214.0 | 0.645 | 3172 | 55 | 0.719 | 0.893 | 5/18/2021 |
| 772137183 | Attrited Customer | 52 | M | 2 | Graduate | Single | $120K + | Blue | 41 | 1 | 3 | 1 | 31668.0 | 810 | 30858.0 | 0.643 | 1822 | 36 | 0.500 | 0.026 | 8/24/2021 |
| 779709033 | Existing Customer | 46 | M | 4 | Unknown | Married | $60K - $80K | Blue | 29 | 6 | 3 | 2 | 5735.0 | 2410 | 3325.0 | 0.616 | 3908 | 75 | 0.630 | 0.420 | 2/7/2021 |
| 709716258 | Existing Customer | 48 | M | 3 | High School | Unknown | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 7633.0 | 1707 | 5926.0 | 0.529 | 1807 | 58 | 0.657 | 0.224 | 10/22/2022 |
| 737986083 | Existing Customer | 46 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 23642.0 | 2049 | 21593.0 | 0.719 | 3139 | 54 | 0.636 | 0.087 | 1/7/2020 |
| 713343333 | Existing Customer | 42 | M | 3 | Unknown | Married | $40K - $60K | Blue | 29 | 4 | 3 | 4 | 6698.0 | 1327 | 5371.0 | 0.798 | 4065 | 77 | 0.711 | 0.198 | 12/11/2019 |
| 779331558 | Existing Customer | 45 | F | 2 | Unknown | Single | Less than $40K | Blue | 27 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.683 | 2598 | 59 | 0.595 | 0.000 | 8/5/2022 |
| 714973758 | Existing Customer | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1438.3 | 1002 | 436.3 | 1.306 | 2004 | 25 | 0.667 | 0.697 | 7/11/2021 |
| 718009158 | Existing Customer | 50 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2563.0 | 1860 | 703.0 | 0.680 | 3774 | 83 | 0.804 | 0.726 | 7/23/2021 |
| 789597408 | Existing Customer | 39 | F | 1 | Post-Graduate | Single | $40K - $60K | Silver | 32 | 5 | 2 | 3 | 17814.0 | 0 | 17814.0 | 0.820 | 4712 | 76 | 0.689 | 0.000 | 9/24/2021 |
| 712165308 | Existing Customer | 45 | F | 2 | Doctorate | Single | Unknown | Blue | 36 | 4 | 2 | 4 | 7738.0 | 947 | 6791.0 | 0.845 | 4255 | 61 | 0.694 | 0.122 | 1/10/2022 |
| 821768658 | Attrited Customer | 52 | M | 0 | Unknown | Single | $120K + | Blue | 48 | 4 | 5 | 5 | 13114.0 | 2247 | 10867.0 | 1.003 | 2474 | 51 | 0.417 | 0.171 | 9/13/2022 |
| 719341683 | Existing Customer | 42 | M | 2 | Unknown | Married | $120K + | Blue | 31 | 3 | 2 | 4 | 34516.0 | 1067 | 33449.0 | 0.487 | 4281 | 72 | 0.636 | 0.031 | 7/3/2022 |
| 708637758 | Existing Customer | 49 | F | 3 | Graduate | Single | Unknown | Blue | 37 | 4 | 3 | 4 | 17345.0 | 545 | 16800.0 | 0.905 | 3523 | 64 | 0.829 | 0.031 | 1/21/2020 |
| 779974758 | Existing Customer | 51 | M | 2 | College | Single | $120K + | Blue | 40 | 6 | 3 | 3 | 8706.0 | 868 | 7838.0 | 0.991 | 3203 | 54 | 0.929 | 0.100 | 1/4/2019 |
| 821815458 | Existing Customer | 48 | M | 3 | High School | Single | $60K - $80K | Blue | 44 | 5 | 1 | 1 | 19272.0 | 1519 | 17753.0 | 0.557 | 3398 | 67 | 0.763 | 0.079 | 5/21/2019 |
| 711708408 | Existing Customer | 52 | F | 3 | High School | Married | Unknown | Blue | 43 | 4 | 3 | 2 | 4798.0 | 0 | 4798.0 | 0.583 | 3967 | 72 | 0.636 | 0.000 | 11/10/2020 |
| 812449758 | Attrited Customer | 43 | M | 3 | High School | Single | $60K - $80K | Blue | 38 | 2 | 3 | 2 | 12254.0 | 0 | 12254.0 | 0.705 | 2129 | 42 | 0.355 | 0.000 | 7/24/2021 |
| 715682208 | Existing Customer | 49 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 9549.0 | 0 | 9549.0 | 0.712 | 4629 | 76 | 0.652 | 0.000 | 11/10/2022 |
| 719914908 | Existing Customer | 37 | M | 2 | Uneducated | Divorced | Less than $40K | Silver | 36 | 3 | 3 | 2 | 11568.0 | 1846 | 9722.0 | 0.755 | 1701 | 44 | 1.095 | 0.160 | 2/14/2022 |
| 714744783 | Existing Customer | 48 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 1 | 4 | 6197.0 | 1219 | 4978.0 | 0.552 | 3825 | 67 | 0.675 | 0.197 | 7/25/2021 |
| 710809833 | Existing Customer | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 27 | 3 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.834 | 3193 | 53 | 0.559 | 0.000 | 3/29/2020 |
| 720942333 | Existing Customer | 49 | M | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 5137.0 | 0 | 5137.0 | 0.612 | 2043 | 52 | 1.000 | 0.000 | 8/4/2020 |
| 709423158 | Existing Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 3 | 0 | 1791.0 | 1337 | 454.0 | 0.763 | 3592 | 46 | 0.917 | 0.747 | 9/19/2020 |
| 718307433 | Existing Customer | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 7238.0 | 2111 | 5127.0 | 1.085 | 2025 | 36 | 1.118 | 0.292 | 6/11/2019 |
| 772607433 | Existing Customer | 50 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 6 | 2 | 4 | 4514.0 | 2016 | 2498.0 | 0.313 | 4107 | 59 | 0.639 | 0.447 | 6/27/2019 |
| 801709308 | Existing Customer | 44 | F | 4 | Uneducated | Married | Unknown | Blue | 38 | 6 | 1 | 2 | 5366.0 | 968 | 4398.0 | 0.992 | 4558 | 56 | 0.750 | 0.180 | 10/12/2019 |
| 778502958 | Existing Customer | 47 | M | 3 | Unknown | Divorced | $60K - $80K | Silver | 35 | 4 | 2 | 5 | 29812.0 | 2031 | 27781.0 | 0.767 | 2385 | 50 | 0.515 | 0.068 | 1/30/2019 |
| 806656083 | Existing Customer | 48 | F | 2 | Graduate | Married | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 9559.0 | 1514 | 8045.0 | 0.716 | 4064 | 70 | 0.556 | 0.158 | 11/3/2022 |
| 823635033 | Existing Customer | 49 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 6 | 2 | 5 | 8353.0 | 1535 | 6818.0 | 1.323 | 4200 | 83 | 0.804 | 0.184 | 5/3/2019 |
| 718739508 | Existing Customer | 51 | F | 5 | Unknown | Married | Less than $40K | Blue | 39 | 6 | 2 | 4 | 5455.0 | 1217 | 4238.0 | 0.660 | 3863 | 67 | 0.811 | 0.223 | 8/28/2020 |
| 709272333 | Existing Customer | 59 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 45 | 6 | 3 | 3 | 9899.0 | 2023 | 7876.0 | 0.445 | 4579 | 73 | 0.622 | 0.204 | 5/16/2022 |
| 721538883 | Existing Customer | 45 | M | 4 | Graduate | Single | $40K - $60K | Silver | 37 | 4 | 3 | 4 | 15578.0 | 0 | 15578.0 | 0.716 | 4449 | 81 | 0.723 | 0.000 | 8/25/2022 |
| 718835583 | Existing Customer | 50 | F | 1 | Graduate | Married | Unknown | Blue | 41 | 6 | 2 | 2 | 15641.0 | 2379 | 13262.0 | 0.816 | 3769 | 76 | 0.617 | 0.152 | 12/17/2022 |
| 827970933 | Existing Customer | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 42 | 4 | 2 | 0 | 3504.0 | 1698 | 1806.0 | 0.575 | 4439 | 70 | 0.628 | 0.485 | 9/10/2022 |
| 719888358 | Existing Customer | 47 | M | 1 | Unknown | Divorced | $80K - $120K | Blue | 38 | 5 | 3 | 5 | 18432.0 | 1422 | 17010.0 | 1.357 | 2748 | 58 | 0.933 | 0.077 | 5/6/2019 |
| 717030633 | Existing Customer | 46 | M | 4 | College | Single | $60K - $80K | Blue | 34 | 5 | 3 | 4 | 2369.0 | 1405 | 964.0 | 0.624 | 3034 | 51 | 0.889 | 0.593 | 4/24/2022 |
| 815085708 | Attrited Customer | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 55 | 1 | 5 | 5 | 10882.0 | 2517 | 8365.0 | 0.266 | 1861 | 46 | 0.278 | 0.231 | 7/29/2020 |
| 716332533 | Existing Customer | 38 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 3509.0 | 1819 | 1690.0 | 0.894 | 4712 | 84 | 0.909 | 0.518 | 10/7/2022 |
| 822964683 | Existing Customer | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 6 | 3 | 4 | 2469.0 | 1491 | 978.0 | 0.869 | 4351 | 62 | 0.632 | 0.604 | 11/9/2020 |
| 719335233 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 27 | 5 | 3 | 4 | 14335.0 | 938 | 13397.0 | 0.445 | 3610 | 75 | 0.531 | 0.065 | 11/7/2020 |
| 779683683 | Existing Customer | 47 | M | 3 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 2 | 4005.0 | 1985 | 2020.0 | 1.356 | 2344 | 34 | 0.700 | 0.496 | 10/31/2021 |
| 712653183 | Existing Customer | 49 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 1976.0 | 1694 | 282.0 | 1.054 | 3675 | 81 | 0.841 | 0.857 | 4/28/2021 |
| 715485483 | Attrited Customer | 39 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3664.0 | 0 | 3664.0 | 0.419 | 1479 | 44 | 0.913 | 0.000 | 6/27/2022 |
| 788912658 | Existing Customer | 44 | F | 2 | Unknown | Married | Less than $40K | Blue | 30 | 3 | 1 | 4 | 3734.0 | 0 | 3734.0 | 0.954 | 3144 | 62 | 0.722 | 0.000 | 11/21/2022 |
| 711396483 | Existing Customer | 40 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 6033.0 | 0 | 6033.0 | 0.834 | 4505 | 74 | 0.721 | 0.000 | 1/27/2021 |
| 789220008 | Existing Customer | 56 | M | 3 | High School | Married | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 4531.0 | 0 | 4531.0 | 0.491 | 1425 | 27 | 1.077 | 0.000 | 6/11/2019 |
| 716436483 | Existing Customer | 45 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 36 | 4 | 4 | 3 | 6245.0 | 0 | 6245.0 | 0.554 | 2521 | 50 | 0.667 | 0.000 | 8/13/2020 |
| 717661908 | Existing Customer | 37 | M | 5 | Doctorate | Single | $80K - $120K | Silver | 36 | 4 | 1 | 1 | 34516.0 | 0 | 34516.0 | 0.711 | 2681 | 55 | 0.618 | 0.000 | 1/11/2021 |
| 778459833 | Existing Customer | 42 | M | 5 | Graduate | Married | $60K - $80K | Blue | 27 | 3 | 2 | 3 | 11880.0 | 2025 | 9855.0 | 0.835 | 1789 | 42 | 1.471 | 0.170 | 8/19/2019 |
| 769448658 | Existing Customer | 43 | F | 2 | Unknown | Married | Less than $40K | Blue | 37 | 5 | 2 | 3 | 4188.0 | 0 | 4188.0 | 0.565 | 3492 | 69 | 0.683 | 0.000 | 3/18/2021 |
| 820346133 | Existing Customer | 59 | F | 2 | Uneducated | Single | Less than $40K | Blue | 54 | 5 | 1 | 2 | 9344.0 | 1334 | 8010.0 | 0.375 | 4154 | 60 | 0.818 | 0.143 | 3/12/2022 |
| 720119808 | Existing Customer | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 24126.0 | 948 | 23178.0 | 0.616 | 3342 | 52 | 0.677 | 0.039 | 3/15/2022 |
| 721523658 | Existing Customer | 46 | M | 5 | High School | Unknown | $120K + | Blue | 26 | 4 | 3 | 3 | 34516.0 | 772 | 33744.0 | 0.979 | 3699 | 77 | 0.878 | 0.022 | 3/5/2022 |
| 711176133 | Existing Customer | 28 | M | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2295.0 | 1015 | 1280.0 | 1.040 | 3366 | 82 | 0.708 | 0.442 | 3/21/2022 |
| 794560833 | Attrited Customer | 47 | F | 3 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 3 | 6 | 5496.0 | 0 | 5496.0 | 0.548 | 1913 | 34 | 0.308 | 0.000 | 12/1/2021 |
| 718197108 | Attrited Customer | 54 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 12342.0 | 0 | 12342.0 | 0.431 | 1430 | 37 | 0.423 | 0.000 | 3/12/2022 |
| 713750583 | Existing Customer | 55 | F | 1 | College | Unknown | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1928.0 | 1125 | 803.0 | 0.911 | 2190 | 30 | 0.667 | 0.584 | 7/7/2020 |
| 769576608 | Existing Customer | 62 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 49 | 4 | 1 | 2 | 12814.0 | 1010 | 11804.0 | 0.869 | 3566 | 76 | 0.551 | 0.079 | 6/10/2019 |
| 708626058 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 6 | 2 | 4 | 5242.0 | 1465 | 3777.0 | 1.025 | 4098 | 68 | 0.789 | 0.279 | 9/3/2020 |
| 710333883 | Attrited Customer | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 2 | 2 | 8808.0 | 390 | 8418.0 | 0.628 | 1905 | 42 | 0.448 | 0.044 | 4/4/2022 |
| 715401633 | Existing Customer | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 2 | 4469.0 | 2002 | 2467.0 | 0.669 | 2111 | 38 | 0.462 | 0.448 | 10/16/2022 |
| 755220783 | Existing Customer | 51 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 44 | 5 | 2 | 4 | 8031.0 | 1167 | 6864.0 | 0.549 | 3576 | 77 | 0.791 | 0.145 | 1/11/2020 |
| 789603183 | Existing Customer | 48 | M | 4 | High School | Unknown | $60K - $80K | Blue | 41 | 4 | 1 | 3 | 9728.0 | 0 | 9728.0 | 0.806 | 3756 | 57 | 0.727 | 0.000 | 11/20/2021 |
| 767564358 | Existing Customer | 47 | F | 5 | Doctorate | Married | $40K - $60K | Blue | 40 | 6 | 1 | 1 | 4748.0 | 1008 | 3740.0 | 0.484 | 3197 | 70 | 0.707 | 0.212 | 4/11/2019 |
| 789744033 | Existing Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 1 | 1 | 19999.0 | 1007 | 18992.0 | 0.987 | 3183 | 69 | 0.500 | 0.050 | 3/26/2019 |
| 709887483 | Existing Customer | 56 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 6331.0 | 1420 | 4911.0 | 0.529 | 3527 | 69 | 0.438 | 0.224 | 12/10/2019 |
| 779765058 | Existing Customer | 43 | M | 2 | Unknown | Single | $40K - $60K | Blue | 31 | 6 | 1 | 1 | 9662.0 | 817 | 8845.0 | 0.679 | 3817 | 70 | 0.489 | 0.085 | 3/1/2020 |
| 789177333 | Attrited Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 1693.0 | 1088 | 605.0 | 0.532 | 2104 | 40 | 0.739 | 0.643 | 8/16/2019 |
| 717262833 | Existing Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2964.0 | 2043 | 921.0 | 0.692 | 4345 | 69 | 0.468 | 0.689 | 9/22/2021 |
| 714878508 | Existing Customer | 48 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 5483.0 | 535 | 4948.0 | 0.681 | 2051 | 49 | 0.633 | 0.098 | 5/8/2022 |
| 711079308 | Attrited Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 2 | 3 | 15186.0 | 0 | 15186.0 | 0.483 | 1884 | 33 | 0.435 | 0.000 | 11/18/2020 |
| 794510358 | Existing Customer | 41 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 3 | 3 | 33408.0 | 0 | 33408.0 | 0.816 | 3754 | 77 | 0.878 | 0.000 | 8/3/2022 |
| 715033533 | Existing Customer | 43 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 4 | 2 | 2 | 3125.0 | 2517 | 608.0 | 0.730 | 4422 | 71 | 0.732 | 0.805 | 2/26/2020 |
| 779400183 | Existing Customer | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 3 | 4 | 2934.0 | 2517 | 417.0 | 0.868 | 2484 | 55 | 0.774 | 0.858 | 11/22/2019 |
| 716636808 | Existing Customer | 39 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 4 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.754 | 3572 | 55 | 0.667 | 0.000 | 11/8/2019 |
| 708733983 | Attrited Customer | 50 | F | 1 | Doctorate | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 5349.0 | 2391 | 2958.0 | 0.671 | 2122 | 46 | 0.394 | 0.447 | 12/22/2021 |
| 710521383 | Existing Customer | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 38 | 6 | 2 | 0 | 9810.0 | 1838 | 7972.0 | 0.661 | 2247 | 41 | 0.640 | 0.187 | 3/17/2021 |
| 720075558 | Existing Customer | 50 | M | 4 | College | Married | $120K + | Blue | 36 | 6 | 1 | 4 | 7084.0 | 0 | 7084.0 | 0.889 | 3838 | 66 | 0.737 | 0.000 | 12/25/2022 |
| 716468658 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3537.0 | 0 | 3537.0 | 0.647 | 4101 | 80 | 0.702 | 0.000 | 11/4/2021 |
| 717569283 | Existing Customer | 47 | M | 5 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8896.0 | 1338 | 7558.0 | 0.741 | 4252 | 70 | 0.591 | 0.150 | 5/17/2021 |
| 787491483 | Existing Customer | 41 | M | 3 | Unknown | Divorced | $80K - $120K | Blue | 29 | 5 | 2 | 3 | 30733.0 | 1153 | 29580.0 | 0.987 | 3455 | 80 | 0.702 | 0.038 | 7/28/2020 |
| 779995833 | Existing Customer | 49 | M | 0 | Unknown | Married | $60K - $80K | Blue | 39 | 6 | 2 | 4 | 10177.0 | 1748 | 8429.0 | 0.622 | 3557 | 64 | 0.939 | 0.172 | 10/25/2020 |
| 714215058 | Existing Customer | 42 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 5 | 2 | 4 | 6848.0 | 0 | 6848.0 | 0.962 | 4006 | 82 | 0.822 | 0.000 | 9/7/2019 |
| 789407958 | Existing Customer | 42 | M | 1 | Graduate | Married | $60K - $80K | Blue | 33 | 6 | 2 | 3 | 17165.0 | 1153 | 16012.0 | 0.578 | 4063 | 62 | 0.676 | 0.067 | 6/19/2019 |
| 715118058 | Existing Customer | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 20274.0 | 2100 | 18174.0 | 0.584 | 5274 | 66 | 0.610 | 0.104 | 4/27/2020 |
| 713672208 | Existing Customer | 50 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 33 | 3 | 5 | 2 | 19939.0 | 0 | 19939.0 | 1.030 | 3342 | 76 | 0.462 | 0.000 | 4/26/2020 |
| 720865383 | Existing Customer | 53 | M | 3 | Graduate | Single | $120K + | Blue | 45 | 4 | 3 | 1 | 3378.0 | 1852 | 1526.0 | 0.483 | 4437 | 50 | 1.000 | 0.548 | 3/22/2020 |
| 713701533 | Existing Customer | 51 | M | 2 | Unknown | Married | $80K - $120K | Blue | 39 | 4 | 3 | 2 | 9773.0 | 1998 | 7775.0 | 0.782 | 3578 | 71 | 0.775 | 0.204 | 4/7/2021 |
| 778895883 | Existing Customer | 50 | F | 1 | Unknown | Married | Unknown | Blue | 31 | 5 | 3 | 1 | 3668.0 | 0 | 3668.0 | 0.620 | 4430 | 76 | 0.617 | 0.000 | 4/14/2021 |
| 719655258 | Existing Customer | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 3196.0 | 0 | 3196.0 | 0.578 | 3412 | 72 | 0.674 | 0.000 | 11/7/2019 |
| 711205758 | Attrited Customer | 45 | M | 3 | College | Single | $80K - $120K | Silver | 33 | 1 | 3 | 3 | 34516.0 | 0 | 34516.0 | 1.492 | 2534 | 43 | 0.433 | 0.000 | 8/27/2020 |
| 806264958 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 7030.0 | 994 | 6036.0 | 0.725 | 3211 | 69 | 0.725 | 0.141 | 3/9/2019 |
| 714659133 | Attrited Customer | 47 | M | 5 | High School | Married | $80K - $120K | Blue | 37 | 2 | 2 | 2 | 9410.0 | 0 | 9410.0 | 0.586 | 2178 | 41 | 0.864 | 0.000 | 5/14/2020 |
| 716425833 | Attrited Customer | 38 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 1 | 34516.0 | 1229 | 33287.0 | 0.427 | 1797 | 35 | 0.296 | 0.036 | 5/21/2019 |
| 712166583 | Existing Customer | 45 | F | 0 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4096.0 | 1468 | 2628.0 | 0.627 | 3490 | 66 | 0.737 | 0.358 | 3/26/2021 |
| 713124558 | Existing Customer | 43 | F | 2 | Graduate | Married | Unknown | Blue | 34 | 6 | 1 | 4 | 7210.0 | 782 | 6428.0 | 0.733 | 4249 | 75 | 0.500 | 0.108 | 4/8/2020 |
| 714048783 | Existing Customer | 57 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 6 | 3 | 0 | 8026.0 | 2202 | 5824.0 | 0.586 | 4072 | 72 | 0.600 | 0.274 | 7/13/2019 |
| 708784908 | Existing Customer | 47 | F | 3 | Graduate | Unknown | Unknown | Blue | 34 | 5 | 1 | 4 | 18064.0 | 2039 | 16025.0 | 0.890 | 4435 | 88 | 0.796 | 0.113 | 6/20/2021 |
| 714332658 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 5 | 2 | 4 | 5596.0 | 1086 | 4510.0 | 0.587 | 3896 | 65 | 0.757 | 0.194 | 3/22/2021 |
| 719169783 | Existing Customer | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 3 | 3 | 3 | 6897.0 | 640 | 6257.0 | 1.052 | 2781 | 57 | 0.839 | 0.093 | 5/24/2019 |
| 718270833 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Silver | 40 | 6 | 3 | 3 | 13991.0 | 1580 | 12411.0 | 0.864 | 4100 | 74 | 0.721 | 0.113 | 11/5/2019 |
| 721268133 | Existing Customer | 44 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 11366.0 | 2109 | 9257.0 | 0.993 | 3495 | 70 | 0.795 | 0.186 | 10/7/2019 |
| 795343683 | Existing Customer | 40 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 5 | 1 | 3 | 1707.0 | 989 | 718.0 | 0.555 | 3935 | 76 | 0.520 | 0.579 | 12/2/2022 |
| 715611933 | Existing Customer | 50 | F | 4 | Doctorate | Married | Unknown | Blue | 38 | 6 | 4 | 2 | 23692.0 | 2402 | 21290.0 | 0.942 | 3632 | 62 | 0.676 | 0.101 | 5/26/2022 |
| 711184983 | Existing Customer | 41 | M | 5 | Unknown | Unknown | $80K - $120K | Blue | 29 | 6 | 2 | 1 | 11191.0 | 0 | 11191.0 | 0.808 | 3839 | 73 | 0.780 | 0.000 | 9/7/2022 |
| 779601783 | Existing Customer | 42 | F | 5 | College | Married | Less than $40K | Blue | 31 | 3 | 1 | 2 | 3476.0 | 700 | 2776.0 | 0.604 | 4364 | 88 | 0.517 | 0.201 | 10/31/2022 |
| 784263558 | Existing Customer | 43 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 37 | 4 | 3 | 3 | 27781.0 | 0 | 27781.0 | 1.000 | 3184 | 61 | 0.743 | 0.000 | 11/7/2020 |
| 720795858 | Existing Customer | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 3 | 2 | 10534.0 | 0 | 10534.0 | 0.985 | 3456 | 72 | 0.636 | 0.000 | 12/9/2020 |
| 756629133 | Existing Customer | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 2 | 2 | 2721.0 | 0 | 2721.0 | 0.734 | 2088 | 37 | 0.682 | 0.000 | 3/5/2019 |
| 714387108 | Existing Customer | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 2 | 3 | 10458.0 | 0 | 10458.0 | 0.587 | 3481 | 51 | 0.500 | 0.000 | 2/28/2020 |
| 712164333 | Attrited Customer | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 29 | 3 | 3 | 2 | 12544.0 | 1636 | 10908.0 | 0.503 | 1758 | 51 | 0.457 | 0.130 | 11/30/2020 |
| 714429258 | Existing Customer | 46 | M | 5 | Doctorate | Single | $60K - $80K | Blue | 39 | 4 | 3 | 3 | 11464.0 | 0 | 11464.0 | 1.020 | 3660 | 55 | 1.037 | 0.000 | 10/5/2021 |
| 796791258 | Existing Customer | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 44 | 5 | 2 | 4 | 3104.0 | 1791 | 1313.0 | 1.048 | 4006 | 76 | 0.810 | 0.577 | 6/26/2020 |
| 711220683 | Existing Customer | 48 | M | 1 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 11770.0 | 1813 | 9957.0 | 0.623 | 3280 | 70 | 0.667 | 0.154 | 6/25/2022 |
| 717582558 | Existing Customer | 50 | M | 1 | Graduate | Single | $120K + | Blue | 40 | 4 | 2 | 3 | 34516.0 | 1185 | 33331.0 | 0.725 | 3874 | 72 | 0.714 | 0.034 | 2/11/2020 |
| 714779733 | Existing Customer | 44 | M | 4 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 4 | 10998.0 | 1586 | 9412.0 | 0.907 | 2237 | 33 | 0.435 | 0.144 | 6/20/2021 |
| 817965858 | Existing Customer | 42 | F | 4 | Unknown | Married | Less than $40K | Blue | 37 | 3 | 1 | 3 | 2757.0 | 1785 | 972.0 | 0.735 | 3766 | 69 | 0.605 | 0.647 | 1/14/2021 |
| 717358158 | Existing Customer | 46 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 5489.0 | 1189 | 4300.0 | 0.950 | 3215 | 64 | 0.882 | 0.217 | 5/25/2020 |
| 720301458 | Existing Customer | 52 | M | 1 | High School | Single | $120K + | Blue | 38 | 3 | 1 | 2 | 19709.0 | 1924 | 17785.0 | 0.468 | 3000 | 64 | 0.641 | 0.098 | 10/29/2020 |
| 826471458 | Attrited Customer | 42 | M | 3 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 3 | 3 | 6967.0 | 1767 | 5200.0 | 0.540 | 1919 | 38 | 0.520 | 0.254 | 10/13/2020 |
| 794579658 | Existing Customer | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 32 | 3 | 2 | 2 | 23424.0 | 2517 | 20907.0 | 0.762 | 3537 | 73 | 0.738 | 0.107 | 8/12/2019 |
| 717052158 | Existing Customer | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 21718.0 | 2386 | 19332.0 | 0.743 | 3492 | 66 | 0.692 | 0.110 | 4/24/2019 |
| 818311533 | Existing Customer | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 48 | 5 | 3 | 1 | 4908.0 | 1429 | 3479.0 | 0.745 | 3535 | 65 | 0.667 | 0.291 | 8/12/2020 |
| 716156508 | Existing Customer | 52 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1470.0 | 0 | 1470.0 | 0.640 | 4095 | 63 | 0.750 | 0.000 | 7/18/2020 |
| 711191808 | Existing Customer | 39 | M | 0 | Graduate | Single | $80K - $120K | Gold | 32 | 3 | 1 | 4 | 34516.0 | 1793 | 32723.0 | 0.545 | 4256 | 82 | 0.783 | 0.052 | 9/3/2020 |
| 712084383 | Existing Customer | 63 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 2 | 2 | 7936.0 | 2081 | 5855.0 | 0.941 | 4247 | 81 | 0.841 | 0.262 | 1/6/2019 |
| 788641758 | Existing Customer | 53 | M | 4 | College | Single | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 14366.0 | 888 | 13478.0 | 0.638 | 3868 | 66 | 0.610 | 0.062 | 11/5/2020 |
| 788768883 | Existing Customer | 54 | F | 0 | Unknown | Single | $40K - $60K | Blue | 35 | 4 | 1 | 3 | 9231.0 | 1642 | 7589.0 | 0.416 | 4676 | 68 | 0.659 | 0.178 | 8/24/2022 |
| 713277783 | Existing Customer | 45 | F | 4 | Uneducated | Married | $40K - $60K | Silver | 36 | 6 | 2 | 2 | 18679.0 | 905 | 17774.0 | 0.541 | 2168 | 55 | 0.486 | 0.048 | 7/31/2019 |
| 717451833 | Existing Customer | 45 | F | 3 | Uneducated | Divorced | Unknown | Blue | 36 | 6 | 3 | 2 | 20356.0 | 2517 | 17839.0 | 0.607 | 4547 | 67 | 0.861 | 0.124 | 4/24/2020 |
| 712291308 | Existing Customer | 52 | F | 1 | Uneducated | Single | Unknown | Blue | 40 | 5 | 1 | 3 | 2259.0 | 1721 | 538.0 | 0.682 | 1852 | 38 | 0.810 | 0.762 | 12/15/2021 |
| 712852233 | Existing Customer | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 5 | 3 | 4 | 6663.0 | 765 | 5898.0 | 1.129 | 4583 | 78 | 0.857 | 0.115 | 6/13/2021 |
| 712312908 | Existing Customer | 47 | F | 4 | Unknown | Unknown | Less than $40K | Blue | 34 | 6 | 2 | 4 | 2424.0 | 0 | 2424.0 | 0.662 | 3890 | 66 | 0.650 | 0.000 | 1/8/2019 |
| 773457558 | Existing Customer | 45 | F | 5 | College | Single | $40K - $60K | Silver | 39 | 3 | 2 | 2 | 15677.0 | 1227 | 14450.0 | 0.760 | 3818 | 81 | 0.588 | 0.078 | 9/27/2022 |
| 716194683 | Existing Customer | 41 | M | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 4 | 2 | 3 | 2334.0 | 1138 | 1196.0 | 0.826 | 2155 | 48 | 0.714 | 0.488 | 10/1/2019 |
| 720563058 | Existing Customer | 56 | F | 3 | College | Single | Unknown | Blue | 43 | 6 | 1 | 3 | 1816.0 | 1052 | 764.0 | 0.547 | 4175 | 65 | 0.667 | 0.579 | 9/10/2022 |
| 719502183 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 4950.0 | 1829 | 3121.0 | 0.671 | 4529 | 73 | 0.872 | 0.369 | 5/27/2020 |
| 712287333 | Existing Customer | 39 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 1 | 4 | 34516.0 | 2055 | 32461.0 | 0.589 | 4048 | 74 | 0.510 | 0.060 | 9/5/2020 |
| 716944983 | Existing Customer | 61 | M | 0 | Uneducated | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 24172.0 | 2517 | 21655.0 | 0.424 | 1658 | 27 | 0.500 | 0.104 | 3/9/2021 |
| 718115733 | Existing Customer | 57 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 9037.0 | 1544 | 7493.0 | 0.321 | 1627 | 27 | 0.500 | 0.171 | 12/29/2020 |
| 827691858 | Existing Customer | 46 | F | 3 | College | Single | Less than $40K | Blue | 42 | 3 | 2 | 4 | 7616.0 | 1251 | 6365.0 | 0.581 | 2006 | 52 | 0.405 | 0.164 | 3/3/2019 |
| 716431833 | Existing Customer | 38 | M | 2 | Unknown | Divorced | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 11209.0 | 1165 | 10044.0 | 0.966 | 4614 | 96 | 0.714 | 0.104 | 9/27/2020 |
| 717265983 | Existing Customer | 44 | F | 4 | Uneducated | Divorced | Unknown | Blue | 36 | 3 | 2 | 0 | 9908.0 | 2066 | 7842.0 | 0.463 | 3749 | 80 | 0.667 | 0.209 | 6/10/2021 |
| 769578858 | Existing Customer | 40 | M | 2 | Graduate | Married | $40K - $60K | Silver | 33 | 4 | 3 | 1 | 18737.0 | 0 | 18737.0 | 0.797 | 4010 | 76 | 0.767 | 0.000 | 8/4/2019 |
| 712815858 | Existing Customer | 57 | F | 1 | High School | Single | Less than $40K | Blue | 45 | 5 | 2 | 4 | 5330.0 | 0 | 5330.0 | 0.515 | 3525 | 79 | 0.837 | 0.000 | 12/15/2022 |
| 815851233 | Attrited Customer | 52 | M | 3 | High School | Single | $120K + | Blue | 47 | 6 | 1 | 3 | 19032.0 | 0 | 19032.0 | 0.417 | 1726 | 42 | 0.312 | 0.000 | 6/11/2019 |
| 779425608 | Existing Customer | 50 | F | 1 | Unknown | Single | Unknown | Blue | 32 | 6 | 1 | 4 | 5916.0 | 983 | 4933.0 | 0.761 | 3752 | 75 | 0.974 | 0.166 | 12/27/2022 |
| 811532208 | Existing Customer | 51 | M | 4 | Graduate | Married | $40K - $60K | Silver | 46 | 3 | 5 | 2 | 16277.0 | 1170 | 15107.0 | 0.950 | 3634 | 62 | 0.676 | 0.072 | 6/28/2022 |
| 713896533 | Existing Customer | 42 | M | 4 | High School | Single | $60K - $80K | Blue | 33 | 5 | 1 | 3 | 9442.0 | 838 | 8604.0 | 0.654 | 3157 | 63 | 0.853 | 0.089 | 10/23/2021 |
| 712546233 | Existing Customer | 51 | F | 3 | Unknown | Single | Less than $40K | Blue | 39 | 5 | 1 | 3 | 2990.0 | 0 | 2990.0 | 0.598 | 4065 | 76 | 0.767 | 0.000 | 1/12/2022 |
| 772148058 | Existing Customer | 45 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 34 | 6 | 6 | 3 | 2210.0 | 759 | 1451.0 | 0.892 | 2755 | 53 | 0.559 | 0.343 | 6/13/2019 |
| 771776808 | Attrited Customer | 44 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 5 | 4 | 3 | 1527.0 | 0 | 1527.0 | 0.531 | 1877 | 38 | 0.462 | 0.000 | 6/23/2019 |
| 715905633 | Existing Customer | 45 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 6022.0 | 1433 | 4589.0 | 0.955 | 3433 | 68 | 0.943 | 0.238 | 1/16/2022 |
| 778282758 | Existing Customer | 55 | M | 2 | College | Divorced | $120K + | Blue | 45 | 6 | 2 | 1 | 26729.0 | 1052 | 25677.0 | 1.034 | 4140 | 69 | 0.816 | 0.039 | 3/1/2019 |
| 717886008 | Existing Customer | 63 | M | 1 | High School | Single | Less than $40K | Blue | 51 | 5 | 3 | 2 | 6102.0 | 0 | 6102.0 | 0.639 | 4527 | 67 | 0.558 | 0.000 | 11/26/2022 |
| 709985133 | Existing Customer | 33 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 24 | 3 | 1 | 2 | 6803.0 | 2296 | 4507.0 | 0.754 | 2603 | 47 | 1.043 | 0.337 | 3/27/2019 |
| 709289358 | Existing Customer | 46 | M | 3 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 1 | 2 | 8101.0 | 1266 | 6835.0 | 0.615 | 3226 | 53 | 0.710 | 0.156 | 10/14/2022 |
| 720457608 | Existing Customer | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 1 | 4632.0 | 0 | 4632.0 | 0.637 | 4306 | 63 | 0.750 | 0.000 | 8/23/2022 |
| 780612558 | Existing Customer | 58 | F | 1 | Graduate | Single | $40K - $60K | Blue | 46 | 3 | 3 | 3 | 1996.0 | 1850 | 146.0 | 0.952 | 3421 | 55 | 0.719 | 0.927 | 11/24/2022 |
| 714216033 | Existing Customer | 51 | M | 3 | Doctorate | Married | $120K + | Blue | 42 | 4 | 1 | 2 | 11600.0 | 738 | 10862.0 | 0.692 | 3488 | 80 | 0.778 | 0.064 | 10/6/2022 |
| 710577708 | Existing Customer | 35 | M | 1 | Unknown | Single | $40K - $60K | Blue | 25 | 5 | 3 | 3 | 2657.0 | 1983 | 674.0 | 0.831 | 2591 | 59 | 0.903 | 0.746 | 3/27/2022 |
| 719462433 | Existing Customer | 42 | F | 5 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 8464.0 | 1002 | 7462.0 | 0.598 | 4227 | 92 | 0.840 | 0.118 | 8/15/2022 |
| 769063308 | Existing Customer | 45 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 39 | 6 | 2 | 2 | 29003.0 | 2323 | 26680.0 | 0.671 | 1676 | 36 | 0.714 | 0.080 | 11/19/2020 |
| 715136583 | Existing Customer | 51 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 5000.0 | 942 | 4058.0 | 0.604 | 4077 | 81 | 0.653 | 0.188 | 5/21/2019 |
| 710915358 | Existing Customer | 63 | F | 0 | College | Single | Unknown | Blue | 55 | 5 | 1 | 2 | 14963.0 | 1616 | 13347.0 | 0.755 | 3242 | 58 | 1.000 | 0.108 | 7/30/2019 |
| 709841433 | Existing Customer | 45 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 33 | 6 | 3 | 3 | 3855.0 | 1188 | 2667.0 | 0.927 | 3885 | 83 | 0.627 | 0.308 | 10/14/2022 |
| 710509758 | Existing Customer | 36 | M | 4 | College | Single | $120K + | Blue | 36 | 5 | 3 | 3 | 28200.0 | 765 | 27435.0 | 0.680 | 2507 | 64 | 0.641 | 0.027 | 11/15/2019 |
| 720527058 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 24 | 4 | 3 | 3 | 2310.0 | 1306 | 1004.0 | 0.525 | 4343 | 74 | 0.682 | 0.565 | 11/24/2020 |
| 711787383 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 1 | 3 | 1960.0 | 1428 | 532.0 | 0.570 | 3782 | 64 | 0.641 | 0.729 | 8/3/2020 |
| 715824108 | Existing Customer | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 1 | 3 | 3773.0 | 1291 | 2482.0 | 0.878 | 4697 | 75 | 0.667 | 0.342 | 2/9/2019 |
| 719474583 | Existing Customer | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 9771.0 | 1776 | 7995.0 | 0.460 | 2778 | 53 | 0.472 | 0.182 | 3/19/2021 |
| 719282433 | Existing Customer | 60 | F | 0 | Graduate | Single | Unknown | Blue | 48 | 3 | 3 | 4 | 6417.0 | 1372 | 5045.0 | 1.154 | 3280 | 71 | 0.690 | 0.214 | 4/26/2020 |
| 772669833 | Existing Customer | 43 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 33 | 4 | 3 | 2 | 16037.0 | 0 | 16037.0 | 0.558 | 3048 | 70 | 0.750 | 0.000 | 12/15/2022 |
| 789365508 | Attrited Customer | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 39 | 2 | 3 | 4 | 14839.0 | 512 | 14327.0 | 0.176 | 1453 | 26 | 0.130 | 0.035 | 3/4/2021 |
| 806641683 | Existing Customer | 44 | M | 3 | Uneducated | Married | $80K - $120K | Silver | 39 | 5 | 2 | 2 | 34516.0 | 1461 | 33055.0 | 0.646 | 3416 | 70 | 0.707 | 0.042 | 6/27/2021 |
| 805534608 | Existing Customer | 54 | F | 2 | College | Single | $40K - $60K | Blue | 49 | 4 | 3 | 3 | 8769.0 | 1314 | 7455.0 | 0.477 | 3817 | 60 | 0.818 | 0.150 | 3/24/2021 |
| 781117533 | Existing Customer | 50 | M | 1 | Unknown | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 20968.0 | 0 | 20968.0 | 0.640 | 2823 | 61 | 0.794 | 0.000 | 7/1/2021 |
| 710294808 | Existing Customer | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2188.0 | 1241 | 947.0 | 0.782 | 4509 | 67 | 0.675 | 0.567 | 10/16/2021 |
| 718788258 | Existing Customer | 52 | M | 5 | Unknown | Married | $80K - $120K | Blue | 40 | 3 | 3 | 4 | 30314.0 | 776 | 29538.0 | 0.705 | 3290 | 82 | 0.640 | 0.026 | 4/4/2022 |
| 716404383 | Attrited Customer | 47 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 1 | 3 | 2 | 18799.0 | 2517 | 16282.0 | 0.813 | 2315 | 52 | 0.625 | 0.134 | 11/30/2021 |
| 824795358 | Existing Customer | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 3 | 0 | 1638.0 | 1038 | 600.0 | 0.718 | 4150 | 70 | 0.591 | 0.634 | 10/14/2021 |
| 715196508 | Existing Customer | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 3538.0 | 0 | 3538.0 | 0.653 | 4123 | 74 | 0.762 | 0.000 | 10/1/2020 |
| 779051808 | Existing Customer | 35 | F | 1 | Graduate | Single | $40K - $60K | Blue | 16 | 3 | 2 | 2 | 2546.0 | 1348 | 1198.0 | 0.877 | 4145 | 75 | 0.596 | 0.529 | 8/12/2022 |
| 720695583 | Existing Customer | 65 | M | 1 | Graduate | Single | Unknown | Blue | 53 | 6 | 2 | 3 | 10775.0 | 1787 | 8988.0 | 0.648 | 3432 | 70 | 0.750 | 0.166 | 11/7/2019 |
| 826414083 | Existing Customer | 47 | F | 4 | Unknown | Married | $40K - $60K | Blue | 43 | 4 | 3 | 4 | 4798.0 | 1017 | 3781.0 | 0.458 | 4225 | 79 | 0.681 | 0.212 | 8/10/2020 |
| 708426483 | Existing Customer | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 6 | 1 | 5816.0 | 716 | 5100.0 | 0.923 | 3534 | 73 | 1.147 | 0.123 | 8/22/2021 |
| 787472283 | Existing Customer | 49 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 20533.0 | 1321 | 19212.0 | 0.716 | 3918 | 78 | 0.500 | 0.064 | 8/14/2020 |
| 716948283 | Existing Customer | 58 | M | 1 | College | Single | $80K - $120K | Blue | 49 | 3 | 3 | 2 | 9890.0 | 0 | 9890.0 | 0.653 | 3497 | 69 | 0.683 | 0.000 | 12/13/2021 |
| 778375458 | Existing Customer | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 32 | 6 | 3 | 3 | 30820.0 | 1724 | 29096.0 | 0.948 | 3402 | 75 | 0.923 | 0.056 | 5/11/2022 |
| 718504983 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 6 | 2 | 2 | 6091.0 | 0 | 6091.0 | 0.560 | 3340 | 60 | 0.579 | 0.000 | 11/14/2019 |
| 709625733 | Existing Customer | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 5 | 2 | 3 | 9690.0 | 1115 | 8575.0 | 0.542 | 4620 | 64 | 0.488 | 0.115 | 1/13/2019 |
| 719357058 | Existing Customer | 62 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 56 | 5 | 3 | 2 | 6797.0 | 1428 | 5369.0 | 0.747 | 3962 | 70 | 0.795 | 0.210 | 7/23/2022 |
| 709626858 | Existing Customer | 44 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 4985.0 | 1379 | 3606.0 | 0.896 | 4222 | 61 | 0.605 | 0.277 | 12/3/2019 |
| 711843708 | Attrited Customer | 61 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2125.0 | 0 | 2125.0 | 0.654 | 2860 | 38 | 0.727 | 0.000 | 4/3/2021 |
| 711349083 | Existing Customer | 47 | F | 4 | Doctorate | Married | Less than $40K | Blue | 28 | 3 | 2 | 4 | 4012.0 | 0 | 4012.0 | 1.073 | 2962 | 60 | 0.765 | 0.000 | 12/13/2021 |
| 721462458 | Existing Customer | 52 | F | 3 | High School | Married | Unknown | Blue | 42 | 3 | 2 | 1 | 23858.0 | 1179 | 22679.0 | 0.671 | 3784 | 69 | 0.683 | 0.049 | 7/5/2022 |
| 780833058 | Existing Customer | 46 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 4 | 3 | 2 | 2619.0 | 2271 | 348.0 | 0.610 | 3835 | 60 | 0.818 | 0.867 | 8/29/2022 |
| 769962933 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 4 | 1 | 4 | 6728.0 | 1192 | 5536.0 | 0.687 | 5244 | 75 | 0.471 | 0.177 | 10/21/2019 |
| 719095533 | Existing Customer | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 39 | 3 | 3 | 3 | 2680.0 | 1652 | 1028.0 | 1.132 | 3382 | 58 | 0.758 | 0.616 | 2/15/2022 |
| 709718058 | Existing Customer | 52 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2936.0 | 2181 | 755.0 | 0.478 | 4650 | 78 | 0.625 | 0.743 | 4/22/2019 |
| 819151083 | Existing Customer | 46 | M | 5 | High School | Single | $60K - $80K | Blue | 41 | 3 | 3 | 4 | 7478.0 | 1775 | 5703.0 | 0.540 | 4042 | 79 | 0.491 | 0.237 | 4/5/2022 |
| 770778108 | Existing Customer | 49 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 35 | 4 | 2 | 3 | 2527.0 | 1419 | 1108.0 | 0.797 | 3585 | 68 | 0.943 | 0.562 | 12/21/2022 |
| 718877883 | Attrited Customer | 44 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 5644.0 | 2517 | 3127.0 | 0.860 | 2440 | 44 | 0.760 | 0.446 | 12/24/2021 |
| 710376708 | Existing Customer | 50 | F | 5 | Uneducated | Single | Less than $40K | Blue | 33 | 4 | 3 | 3 | 2837.0 | 1377 | 1460.0 | 0.564 | 3928 | 54 | 0.800 | 0.485 | 6/17/2021 |
| 718366983 | Existing Customer | 40 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 18584.0 | 2446 | 16138.0 | 0.760 | 3504 | 64 | 0.882 | 0.132 | 11/6/2021 |
| 719604858 | Attrited Customer | 45 | F | 3 | Unknown | Married | Less than $40K | Blue | 31 | 4 | 3 | 3 | 5941.0 | 0 | 5941.0 | 0.522 | 2196 | 37 | 0.233 | 0.000 | 1/26/2021 |
| 714549558 | Attrited Customer | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 32 | 3 | 2 | 2 | 9576.0 | 0 | 9576.0 | 0.817 | 2362 | 49 | 0.400 | 0.000 | 10/6/2020 |
| 822955008 | Attrited Customer | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 9569.0 | 0 | 9569.0 | 0.940 | 2287 | 49 | 0.581 | 0.000 | 6/2/2022 |
| 712986483 | Existing Customer | 32 | M | 3 | College | Unknown | $80K - $120K | Blue | 36 | 3 | 5 | 2 | 15412.0 | 0 | 15412.0 | 0.589 | 3993 | 73 | 0.659 | 0.000 | 12/22/2019 |
| 779597133 | Existing Customer | 55 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 4 | 3 | 2 | 2663.0 | 1784 | 879.0 | 0.785 | 4317 | 81 | 0.929 | 0.670 | 9/10/2021 |
| 758426583 | Existing Customer | 51 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 44 | 3 | 3 | 4 | 1438.3 | 1031 | 407.3 | 0.582 | 3308 | 72 | 0.674 | 0.717 | 6/27/2019 |
| 716805408 | Existing Customer | 52 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 5376.0 | 804 | 4572.0 | 0.510 | 4511 | 74 | 0.682 | 0.150 | 5/13/2022 |
| 711275433 | Attrited Customer | 47 | M | 4 | Uneducated | Unknown | Unknown | Blue | 36 | 3 | 3 | 3 | 18873.0 | 0 | 18873.0 | 0.636 | 2021 | 38 | 0.520 | 0.000 | 9/7/2022 |
| 778968408 | Existing Customer | 39 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 27 | 4 | 1 | 3 | 5341.0 | 0 | 5341.0 | 0.771 | 1955 | 47 | 0.808 | 0.000 | 4/21/2019 |
| 827117808 | Attrited Customer | 45 | M | 1 | Graduate | Single | $60K - $80K | Blue | 41 | 2 | 3 | 2 | 9904.0 | 2513 | 7391.0 | 0.000 | 1152 | 28 | 0.000 | 0.254 | 10/23/2021 |
| 804462633 | Attrited Customer | 43 | F | 3 | High School | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 3 | 7084.0 | 0 | 7084.0 | 0.523 | 2287 | 44 | 0.294 | 0.000 | 3/25/2021 |
| 709321908 | Attrited Customer | 47 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 7498.0 | 2319 | 5179.0 | 0.484 | 1676 | 51 | 0.759 | 0.309 | 10/1/2021 |
| 714907908 | Existing Customer | 51 | F | 0 | High School | Married | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 5450.0 | 1674 | 3776.0 | 0.588 | 3722 | 77 | 0.711 | 0.307 | 10/21/2019 |
| 818336508 | Existing Customer | 50 | M | 2 | Unknown | Single | $120K + | Blue | 45 | 6 | 2 | 4 | 32719.0 | 1650 | 31069.0 | 0.717 | 4037 | 60 | 0.714 | 0.050 | 4/24/2020 |
| 712597233 | Attrited Customer | 37 | M | 2 | Uneducated | Unknown | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 3250.0 | 1721 | 1529.0 | 0.446 | 1714 | 32 | 0.391 | 0.530 | 11/17/2020 |
| 711964533 | Existing Customer | 44 | M | 3 | College | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 6111.0 | 2517 | 3594.0 | 0.733 | 4155 | 68 | 0.659 | 0.412 | 12/21/2021 |
| 716705433 | Existing Customer | 62 | F | 1 | Uneducated | Unknown | Less than $40K | Silver | 36 | 6 | 1 | 3 | 12590.0 | 931 | 11659.0 | 1.068 | 4182 | 78 | 0.696 | 0.074 | 10/24/2019 |
| 717983058 | Existing Customer | 41 | F | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 5 | 1 | 3 | 1982.0 | 1068 | 914.0 | 0.881 | 3058 | 58 | 0.871 | 0.539 | 6/5/2020 |
| 709587783 | Existing Customer | 39 | M | 4 | Post-Graduate | Single | $60K - $80K | Silver | 36 | 6 | 3 | 3 | 25133.0 | 0 | 25133.0 | 0.461 | 4033 | 73 | 0.327 | 0.000 | 5/22/2019 |
| 709804533 | Existing Customer | 40 | M | 4 | Uneducated | Single | $120K + | Blue | 34 | 3 | 1 | 3 | 17818.0 | 1451 | 16367.0 | 0.632 | 3973 | 74 | 0.451 | 0.081 | 10/13/2019 |
| 712076358 | Existing Customer | 46 | M | 3 | High School | Single | $120K + | Blue | 34 | 5 | 3 | 2 | 5155.0 | 868 | 4287.0 | 0.882 | 3535 | 57 | 1.111 | 0.168 | 8/16/2021 |
| 711670308 | Existing Customer | 51 | F | 3 | Unknown | Married | Less than $40K | Blue | 30 | 3 | 2 | 0 | 6006.0 | 1576 | 4430.0 | 0.504 | 3199 | 65 | 0.548 | 0.262 | 8/9/2021 |
| 720717108 | Existing Customer | 64 | M | 1 | Uneducated | Single | Unknown | Blue | 51 | 6 | 3 | 1 | 2571.0 | 1210 | 1361.0 | 0.972 | 3647 | 59 | 0.686 | 0.471 | 2/2/2020 |
| 784789758 | Existing Customer | 40 | M | 2 | Unknown | Married | $60K - $80K | Blue | 34 | 6 | 3 | 0 | 3269.0 | 1601 | 1668.0 | 1.168 | 3966 | 74 | 0.947 | 0.490 | 3/18/2020 |
| 779689233 | Existing Customer | 50 | M | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 1 | 2 | 2798.0 | 1291 | 1507.0 | 0.708 | 2903 | 69 | 0.683 | 0.461 | 7/30/2019 |
| 788792583 | Existing Customer | 44 | F | 3 | Unknown | Single | $40K - $60K | Blue | 26 | 4 | 3 | 0 | 7277.0 | 0 | 7277.0 | 0.758 | 4458 | 71 | 0.578 | 0.000 | 2/4/2020 |
| 710657508 | Existing Customer | 32 | M | 0 | College | Unknown | Less than $40K | Blue | 36 | 3 | 3 | 4 | 3788.0 | 1325 | 2463.0 | 0.607 | 3975 | 65 | 0.477 | 0.350 | 2/3/2020 |
| 716393958 | Existing Customer | 43 | M | 3 | High School | Single | $80K - $120K | Blue | 34 | 4 | 2 | 0 | 28262.0 | 1483 | 26779.0 | 0.668 | 3855 | 66 | 0.610 | 0.052 | 4/1/2020 |
| 770708133 | Existing Customer | 47 | F | 5 | High School | Single | Less than $40K | Blue | 33 | 5 | 2 | 2 | 2169.0 | 1330 | 839.0 | 0.905 | 3833 | 64 | 1.065 | 0.613 | 2/5/2022 |
| 766131033 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 3 | 3 | 3767.0 | 976 | 2791.0 | 1.021 | 3163 | 60 | 0.818 | 0.259 | 1/12/2020 |
| 719816583 | Attrited Customer | 46 | M | 3 | Doctorate | Married | $120K + | Blue | 38 | 3 | 2 | 2 | 8989.0 | 552 | 8437.0 | 0.699 | 2309 | 49 | 0.633 | 0.061 | 12/5/2021 |
| 715376508 | Existing Customer | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 5 | 1 | 2838.0 | 2517 | 321.0 | 0.625 | 3493 | 65 | 0.711 | 0.887 | 11/9/2019 |
| 709300458 | Existing Customer | 48 | M | 1 | Graduate | Unknown | Less than $40K | Blue | 43 | 5 | 3 | 3 | 7199.0 | 1031 | 6168.0 | 1.212 | 4041 | 73 | 0.698 | 0.143 | 11/3/2020 |
| 778340733 | Existing Customer | 44 | F | 3 | College | Married | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 8495.0 | 1537 | 6958.0 | 0.919 | 1950 | 31 | 0.938 | 0.181 | 9/21/2021 |
| 708195633 | Existing Customer | 40 | M | 2 | High School | Unknown | $80K - $120K | Silver | 32 | 5 | 2 | 3 | 34516.0 | 1182 | 33334.0 | 0.613 | 2440 | 54 | 0.543 | 0.034 | 10/8/2020 |
| 714729933 | Existing Customer | 46 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 14164.0 | 1525 | 12639.0 | 0.543 | 3749 | 59 | 0.686 | 0.108 | 8/15/2020 |
| 794514108 | Existing Customer | 50 | F | 2 | Unknown | Married | Unknown | Blue | 31 | 4 | 2 | 2 | 3604.0 | 0 | 3604.0 | 0.934 | 4051 | 65 | 0.667 | 0.000 | 11/4/2019 |
| 812501358 | Existing Customer | 46 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 41 | 4 | 1 | 1 | 1752.0 | 611 | 1141.0 | 0.465 | 4864 | 76 | 0.462 | 0.349 | 2/20/2019 |
| 718961208 | Existing Customer | 43 | F | 3 | College | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 4204.0 | 0 | 4204.0 | 1.073 | 3799 | 85 | 0.604 | 0.000 | 9/11/2020 |
| 814459833 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 37 | 5 | 3 | 4 | 8017.0 | 0 | 8017.0 | 0.539 | 3042 | 55 | 0.528 | 0.000 | 9/1/2022 |
| 720363258 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 3 | 3 | 2778.0 | 1640 | 1138.0 | 0.820 | 4007 | 75 | 0.705 | 0.590 | 4/29/2019 |
| 714496083 | Existing Customer | 51 | M | 3 | Unknown | Single | $60K - $80K | Blue | 43 | 4 | 2 | 3 | 6649.0 | 1781 | 4868.0 | 0.546 | 1609 | 28 | 0.474 | 0.268 | 3/6/2019 |
| 713004933 | Attrited Customer | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 27 | 3 | 2 | 1 | 6813.0 | 2332 | 4481.0 | 0.580 | 2634 | 51 | 0.378 | 0.342 | 7/3/2021 |
| 712011633 | Existing Customer | 40 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 2797.0 | 850 | 1947.0 | 0.953 | 3652 | 64 | 1.370 | 0.304 | 4/11/2020 |
| 772466508 | Attrited Customer | 45 | M | 3 | Unknown | Single | $60K - $80K | Blue | 35 | 6 | 2 | 1 | 18004.0 | 2517 | 15487.0 | 0.569 | 2030 | 45 | 0.452 | 0.140 | 9/29/2022 |
| 708225483 | Existing Customer | 47 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 11242.0 | 1561 | 9681.0 | 0.829 | 4246 | 81 | 0.800 | 0.139 | 8/31/2019 |
| 788923758 | Existing Customer | 26 | F | 1 | High School | Unknown | Unknown | Blue | 13 | 3 | 1 | 3 | 10693.0 | 2517 | 8176.0 | 0.880 | 4138 | 76 | 0.727 | 0.235 | 5/26/2021 |
| 789150633 | Existing Customer | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 3026.0 | 1888 | 1138.0 | 0.762 | 3687 | 58 | 0.812 | 0.624 | 7/10/2020 |
| 710809083 | Existing Customer | 37 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 1438.3 | 787 | 651.3 | 0.914 | 4587 | 58 | 0.568 | 0.547 | 9/27/2021 |
| 787669233 | Existing Customer | 51 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 34516.0 | 1046 | 33470.0 | 1.001 | 3435 | 76 | 0.727 | 0.030 | 8/1/2019 |
| 708119658 | Existing Customer | 49 | F | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 2 | 1 | 12836.0 | 1034 | 11802.0 | 0.663 | 2519 | 53 | 0.472 | 0.081 | 10/29/2019 |
| 737921733 | Attrited Customer | 62 | F | 1 | Unknown | Single | Less than $40K | Blue | 55 | 3 | 3 | 3 | 1892.0 | 1604 | 288.0 | 0.476 | 1581 | 34 | 0.417 | 0.848 | 3/5/2022 |
| 765940683 | Existing Customer | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 11277.0 | 1747 | 9530.0 | 0.503 | 2033 | 56 | 0.867 | 0.155 | 9/21/2019 |
| 719732433 | Existing Customer | 54 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 12815.0 | 1017 | 11798.0 | 0.532 | 3771 | 78 | 0.660 | 0.079 | 12/15/2020 |
| 715491483 | Existing Customer | 44 | M | 2 | Graduate | Divorced | $120K + | Blue | 36 | 5 | 2 | 0 | 24016.0 | 0 | 24016.0 | 0.748 | 3693 | 62 | 0.722 | 0.000 | 11/10/2019 |
| 783381933 | Existing Customer | 43 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 37 | 4 | 1 | 3 | 3482.0 | 1942 | 1540.0 | 0.926 | 3512 | 63 | 0.853 | 0.558 | 11/27/2020 |
| 811554708 | Existing Customer | 44 | F | 3 | High School | Married | Unknown | Blue | 38 | 4 | 6 | 4 | 26516.0 | 1434 | 25082.0 | 0.472 | 3609 | 76 | 0.551 | 0.054 | 2/10/2021 |
| 719536608 | Existing Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 5 | 1 | 2285.0 | 1931 | 354.0 | 0.690 | 4944 | 78 | 0.660 | 0.845 | 9/22/2020 |
| 720753183 | Existing Customer | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 9617.0 | 2035 | 7582.0 | 1.004 | 4247 | 76 | 0.854 | 0.212 | 12/24/2021 |
| 714505683 | Existing Customer | 51 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 38 | 5 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.506 | 3250 | 63 | 0.658 | 0.000 | 1/2/2022 |
| 711942783 | Existing Customer | 41 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 1 | 3 | 2354.0 | 1909 | 445.0 | 0.833 | 4048 | 61 | 0.848 | 0.811 | 3/22/2022 |
| 714031983 | Existing Customer | 41 | F | 3 | High School | Single | Less than $40K | Silver | 36 | 6 | 1 | 3 | 11533.0 | 1418 | 10115.0 | 0.546 | 4038 | 63 | 0.615 | 0.123 | 5/21/2021 |
| 711372258 | Existing Customer | 59 | M | 1 | College | Single | $40K - $60K | Blue | 51 | 4 | 2 | 2 | 5042.0 | 1002 | 4040.0 | 1.108 | 2897 | 62 | 0.632 | 0.199 | 3/12/2022 |
| 710825658 | Existing Customer | 37 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 5 | 3 | 2 | 2584.0 | 1614 | 970.0 | 0.675 | 4045 | 78 | 0.733 | 0.625 | 8/30/2020 |
| 716575758 | Attrited Customer | 50 | F | 2 | College | Unknown | Unknown | Blue | 39 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.588 | 1859 | 41 | 0.464 | 0.000 | 7/27/2022 |
| 714732183 | Existing Customer | 47 | M | 4 | Uneducated | Unknown | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 3402.0 | 1607 | 1795.0 | 0.432 | 3188 | 65 | 0.667 | 0.472 | 9/24/2020 |
| 714097683 | Attrited Customer | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 3 | 3 | 4 | 1809.0 | 0 | 1809.0 | 0.569 | 2123 | 44 | 0.571 | 0.000 | 5/10/2021 |
| 720568083 | Existing Customer | 40 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 8624.0 | 0 | 8624.0 | 0.574 | 2428 | 53 | 0.893 | 0.000 | 12/29/2021 |
| 708121908 | Attrited Customer | 48 | M | 4 | Unknown | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 22917.0 | 0 | 22917.0 | 0.574 | 2045 | 45 | 0.500 | 0.000 | 10/30/2020 |
| 778710783 | Existing Customer | 45 | M | 3 | High School | Divorced | $80K - $120K | Blue | 26 | 3 | 2 | 2 | 18410.0 | 974 | 17436.0 | 0.857 | 3778 | 83 | 0.694 | 0.053 | 11/25/2020 |
| 713745783 | Existing Customer | 29 | F | 0 | Post-Graduate | Single | Unknown | Gold | 36 | 4 | 1 | 4 | 34516.0 | 1452 | 33064.0 | 0.887 | 2336 | 49 | 1.130 | 0.042 | 3/21/2021 |
| 711043983 | Existing Customer | 44 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 6 | 3 | 1 | 34516.0 | 1259 | 33257.0 | 0.547 | 3275 | 67 | 0.595 | 0.036 | 6/25/2021 |
| 716438433 | Existing Customer | 41 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 10130.0 | 1449 | 8681.0 | 0.819 | 4002 | 66 | 0.571 | 0.143 | 10/22/2020 |
| 709435533 | Attrited Customer | 53 | F | 1 | Unknown | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 3099.0 | 0 | 3099.0 | 0.279 | 1401 | 44 | 0.419 | 0.000 | 8/7/2020 |
| 711080358 | Existing Customer | 55 | M | 1 | Unknown | Unknown | $120K + | Blue | 46 | 4 | 1 | 2 | 19849.0 | 2205 | 17644.0 | 0.796 | 3657 | 66 | 0.737 | 0.111 | 3/16/2021 |
| 718677858 | Existing Customer | 39 | M | 1 | College | Married | Less than $40K | Blue | 27 | 4 | 2 | 2 | 2283.0 | 1053 | 1230.0 | 0.854 | 4571 | 72 | 0.756 | 0.461 | 1/18/2020 |
| 720259308 | Existing Customer | 39 | M | 3 | High School | Single | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 6347.0 | 569 | 5778.0 | 0.668 | 3927 | 82 | 0.577 | 0.090 | 7/14/2020 |
| 719346708 | Existing Customer | 41 | F | 1 | Unknown | Divorced | Less than $40K | Blue | 30 | 5 | 2 | 4 | 2758.0 | 1675 | 1083.0 | 0.882 | 3820 | 72 | 0.636 | 0.607 | 6/1/2020 |
| 719874633 | Attrited Customer | 44 | M | 1 | High School | Unknown | $80K - $120K | Gold | 36 | 2 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.596 | 1891 | 34 | 0.214 | 0.000 | 7/20/2020 |
| 720286908 | Existing Customer | 50 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 5 | 2 | 2 | 3469.0 | 0 | 3469.0 | 0.956 | 3680 | 80 | 0.951 | 0.000 | 10/11/2020 |
| 719168883 | Attrited Customer | 45 | F | 5 | Unknown | Single | Less than $40K | Blue | 34 | 1 | 4 | 1 | 5155.0 | 0 | 5155.0 | 1.014 | 2753 | 45 | 0.607 | 0.000 | 11/17/2020 |
| 789893808 | Existing Customer | 52 | M | 3 | Graduate | Divorced | $120K + | Silver | 42 | 6 | 2 | 3 | 34516.0 | 1230 | 33286.0 | 0.608 | 2100 | 38 | 0.407 | 0.036 | 4/22/2021 |
| 772472208 | Existing Customer | 50 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 40 | 6 | 1 | 4 | 4092.0 | 996 | 3096.0 | 0.644 | 2298 | 48 | 0.655 | 0.243 | 6/28/2022 |
| 710402508 | Existing Customer | 52 | M | 0 | Unknown | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 4675.0 | 0 | 4675.0 | 0.863 | 3487 | 69 | 0.683 | 0.000 | 7/8/2021 |
| 710218233 | Existing Customer | 43 | F | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 2297.0 | 1044 | 1253.0 | 0.591 | 3161 | 65 | 0.711 | 0.455 | 10/23/2020 |
| 714212358 | Attrited Customer | 38 | F | 3 | High School | Single | Unknown | Blue | 36 | 1 | 3 | 2 | 5260.0 | 1706 | 3554.0 | 0.359 | 2142 | 57 | 0.676 | 0.324 | 5/9/2021 |
| 812956983 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 3 | 3 | 3458.0 | 1989 | 1469.0 | 0.707 | 3409 | 59 | 1.034 | 0.575 | 4/1/2022 |
| 780241758 | Existing Customer | 59 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 4 | 2 | 4 | 3943.0 | 2517 | 1426.0 | 0.467 | 3527 | 59 | 0.788 | 0.638 | 6/20/2020 |
| 711580908 | Existing Customer | 52 | F | 3 | Unknown | Single | $40K - $60K | Blue | 42 | 6 | 3 | 2 | 3028.0 | 2258 | 770.0 | 1.058 | 4119 | 81 | 0.884 | 0.746 | 12/10/2019 |
| 712835433 | Existing Customer | 49 | F | 3 | Uneducated | Married | Unknown | Blue | 36 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.806 | 4869 | 73 | 0.825 | 0.000 | 8/29/2019 |
| 716461683 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 36 | 5 | 3 | 1 | 11884.0 | 1339 | 10545.0 | 0.556 | 4134 | 72 | 1.000 | 0.113 | 1/6/2020 |
| 713617608 | Existing Customer | 43 | M | 3 | Unknown | Married | $120K + | Silver | 33 | 5 | 2 | 3 | 34516.0 | 1844 | 32672.0 | 1.051 | 4217 | 79 | 0.795 | 0.053 | 10/30/2021 |
| 714622833 | Existing Customer | 47 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 26058.0 | 1664 | 24394.0 | 0.916 | 3489 | 58 | 0.611 | 0.064 | 10/9/2022 |
| 712115958 | Existing Customer | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 5 | 3 | 4 | 2808.0 | 2264 | 544.0 | 0.544 | 3562 | 74 | 0.682 | 0.806 | 3/15/2019 |
| 712033833 | Existing Customer | 42 | F | 4 | Unknown | Unknown | Less than $40K | Blue | 34 | 5 | 3 | 2 | 1874.0 | 1341 | 533.0 | 0.952 | 3899 | 70 | 0.750 | 0.716 | 6/23/2021 |
| 714548733 | Existing Customer | 35 | M | 0 | College | Single | $80K - $120K | Silver | 16 | 6 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.524 | 2655 | 64 | 0.829 | 0.000 | 7/9/2022 |
| 719523108 | Existing Customer | 61 | M | 0 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 11236.0 | 576 | 10660.0 | 0.637 | 4253 | 80 | 0.600 | 0.051 | 10/9/2021 |
| 710881008 | Existing Customer | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 3 | 1 | 1 | 6380.0 | 1238 | 5142.0 | 0.903 | 4119 | 66 | 0.610 | 0.194 | 9/16/2021 |
| 715098333 | Existing Customer | 52 | M | 2 | High School | Single | $120K + | Blue | 43 | 3 | 2 | 3 | 34516.0 | 761 | 33755.0 | 0.916 | 4313 | 82 | 0.547 | 0.022 | 11/21/2021 |
| 708211383 | Existing Customer | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 3 | 3 | 3 | 2664.0 | 0 | 2664.0 | 0.731 | 3906 | 74 | 0.574 | 0.000 | 10/10/2021 |
| 715054683 | Existing Customer | 50 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 42 | 3 | 3 | 4 | 1645.0 | 0 | 1645.0 | 0.771 | 3838 | 60 | 0.463 | 0.000 | 11/23/2020 |
| 710670633 | Existing Customer | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 5797.0 | 1779 | 4018.0 | 0.785 | 2131 | 33 | 0.571 | 0.307 | 1/18/2022 |
| 784560258 | Existing Customer | 45 | M | 1 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 4 | 2 | 0 | 21721.0 | 1247 | 20474.0 | 0.657 | 3937 | 63 | 0.658 | 0.057 | 10/20/2020 |
| 710871108 | Existing Customer | 45 | M | 5 | Uneducated | Divorced | $60K - $80K | Silver | 36 | 4 | 2 | 4 | 31756.0 | 1459 | 30297.0 | 0.687 | 4759 | 70 | 0.556 | 0.046 | 5/9/2022 |
| 787770858 | Existing Customer | 43 | M | 4 | Graduate | Single | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 8333.0 | 774 | 7559.0 | 0.984 | 3889 | 81 | 0.723 | 0.093 | 2/19/2020 |
| 721104708 | Attrited Customer | 41 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2067.0 | 1966 | 101.0 | 0.910 | 3033 | 41 | 0.708 | 0.951 | 5/26/2021 |
| 717461283 | Attrited Customer | 38 | F | 2 | Graduate | Single | Unknown | Blue | 24 | 3 | 2 | 3 | 2214.0 | 570 | 1644.0 | 0.688 | 2066 | 45 | 0.250 | 0.257 | 8/10/2020 |
| 803028858 | Attrited Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 3 | 3 | 3775.0 | 0 | 3775.0 | 0.581 | 2031 | 36 | 0.385 | 0.000 | 7/31/2020 |
| 716628633 | Existing Customer | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 4388.0 | 1519 | 2869.0 | 0.787 | 4406 | 74 | 0.574 | 0.346 | 9/13/2022 |
| 813380058 | Existing Customer | 64 | F | 0 | Graduate | Single | Unknown | Blue | 56 | 3 | 2 | 4 | 4100.0 | 863 | 3237.0 | 0.992 | 3593 | 51 | 0.821 | 0.210 | 10/20/2022 |
| 770135358 | Existing Customer | 46 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 5157.0 | 1485 | 3672.0 | 0.699 | 4417 | 77 | 0.711 | 0.288 | 9/24/2022 |
| 719301258 | Existing Customer | 61 | M | 0 | Post-Graduate | Single | $40K - $60K | Silver | 42 | 4 | 3 | 2 | 15939.0 | 0 | 15939.0 | 0.791 | 3982 | 68 | 0.943 | 0.000 | 12/17/2019 |
| 711340233 | Existing Customer | 46 | F | 0 | Graduate | Single | Unknown | Blue | 34 | 6 | 1 | 2 | 9216.0 | 2059 | 7157.0 | 0.763 | 3630 | 78 | 0.560 | 0.223 | 5/5/2021 |
| 710002833 | Existing Customer | 32 | F | 1 | High School | Married | Unknown | Blue | 22 | 3 | 2 | 3 | 3413.0 | 2517 | 896.0 | 0.984 | 4355 | 71 | 0.919 | 0.737 | 9/4/2020 |
| 808705758 | Existing Customer | 43 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 38 | 6 | 2 | 3 | 20348.0 | 1732 | 18616.0 | 0.674 | 1624 | 27 | 0.688 | 0.085 | 3/30/2019 |
| 710839308 | Existing Customer | 34 | F | 2 | High School | Single | Less than $40K | Blue | 21 | 6 | 1 | 3 | 5015.0 | 1671 | 3344.0 | 0.689 | 3161 | 77 | 0.878 | 0.333 | 8/9/2019 |
| 768687183 | Existing Customer | 54 | F | 1 | College | Single | Less than $40K | Blue | 48 | 3 | 1 | 4 | 2440.0 | 1083 | 1357.0 | 0.907 | 3017 | 53 | 0.710 | 0.444 | 9/26/2022 |
| 720541758 | Existing Customer | 45 | F | 4 | College | Divorced | Less than $40K | Blue | 39 | 5 | 1 | 2 | 4948.0 | 1655 | 3293.0 | 0.562 | 3711 | 64 | 0.524 | 0.334 | 3/22/2019 |
| 712263258 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 3 | 3 | 2468.0 | 0 | 2468.0 | 1.057 | 3371 | 62 | 0.676 | 0.000 | 11/30/2019 |
| 712751133 | Attrited Customer | 42 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 11328.0 | 1369 | 9959.0 | 0.585 | 1829 | 42 | 0.312 | 0.121 | 8/4/2019 |
| 779662308 | Existing Customer | 49 | F | 2 | Unknown | Married | Less than $40K | Blue | 32 | 3 | 1 | 3 | 1438.3 | 710 | 728.3 | 0.683 | 3808 | 80 | 0.569 | 0.494 | 6/19/2022 |
| 719260608 | Existing Customer | 38 | M | 3 | Uneducated | Single | $60K - $80K | Silver | 31 | 5 | 3 | 2 | 34516.0 | 1566 | 32950.0 | 1.106 | 3961 | 53 | 0.893 | 0.045 | 2/23/2021 |
| 803319633 | Existing Customer | 51 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 4 | 3 | 2 | 3183.0 | 1358 | 1825.0 | 0.657 | 3988 | 81 | 0.688 | 0.427 | 3/1/2020 |
| 708170508 | Attrited Customer | 38 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.461 | 1651 | 42 | 0.500 | 0.000 | 5/6/2019 |
| 711891933 | Existing Customer | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 3 | 3 | 3 | 12945.0 | 1582 | 11363.0 | 0.496 | 3369 | 59 | 0.788 | 0.122 | 3/13/2020 |
| 802875333 | Existing Customer | 51 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 3 | 3 | 4 | 2458.0 | 0 | 2458.0 | 0.819 | 3377 | 54 | 0.929 | 0.000 | 8/24/2021 |
| 719991783 | Existing Customer | 40 | M | 2 | High School | Married | $80K - $120K | Silver | 36 | 5 | 3 | 0 | 34516.0 | 2183 | 32333.0 | 0.739 | 3644 | 67 | 0.634 | 0.063 | 9/13/2022 |
| 745435533 | Existing Customer | 44 | M | 2 | Unknown | Married | $80K - $120K | Blue | 37 | 6 | 1 | 3 | 2617.0 | 2517 | 100.0 | 0.780 | 3104 | 70 | 0.750 | 0.962 | 5/13/2022 |
| 718063083 | Existing Customer | 40 | M | 2 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 1 | 2 | 6500.0 | 2025 | 4475.0 | 0.656 | 4738 | 82 | 0.673 | 0.312 | 3/2/2022 |
| 710713608 | Existing Customer | 60 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 24528.0 | 2396 | 22132.0 | 0.810 | 4070 | 67 | 0.718 | 0.098 | 10/15/2021 |
| 720487308 | Existing Customer | 49 | M | 1 | High School | Unknown | $60K - $80K | Blue | 38 | 3 | 3 | 2 | 15898.0 | 0 | 15898.0 | 1.049 | 4184 | 54 | 1.077 | 0.000 | 12/27/2020 |
| 719770158 | Attrited Customer | 54 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 49 | 1 | 4 | 3 | 8516.0 | 0 | 8516.0 | 0.549 | 2189 | 37 | 0.276 | 0.000 | 7/27/2021 |
| 712283808 | Existing Customer | 50 | F | 3 | High School | Married | Less than $40K | Silver | 40 | 5 | 2 | 2 | 10062.0 | 1149 | 8913.0 | 0.760 | 1964 | 44 | 0.467 | 0.114 | 4/17/2019 |
| 779737233 | Existing Customer | 51 | M | 1 | Graduate | Married | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 9589.0 | 628 | 8961.0 | 0.695 | 3971 | 66 | 0.784 | 0.065 | 8/22/2022 |
| 751076058 | Existing Customer | 44 | F | 4 | Unknown | Married | Unknown | Blue | 37 | 4 | 3 | 3 | 5826.0 | 0 | 5826.0 | 0.689 | 3756 | 73 | 0.921 | 0.000 | 5/5/2019 |
| 736552308 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 3521.0 | 672 | 2849.0 | 0.655 | 3291 | 65 | 0.757 | 0.191 | 5/19/2021 |
| 720578058 | Existing Customer | 53 | M | 4 | Unknown | Single | $60K - $80K | Blue | 42 | 3 | 3 | 4 | 8386.0 | 2375 | 6011.0 | 0.539 | 4101 | 67 | 0.718 | 0.283 | 5/27/2022 |
| 714932658 | Existing Customer | 42 | F | 4 | College | Single | Unknown | Blue | 34 | 5 | 3 | 2 | 15449.0 | 0 | 15449.0 | 0.783 | 4098 | 81 | 0.588 | 0.000 | 1/14/2019 |
| 804708633 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 7323.0 | 0 | 7323.0 | 0.518 | 4666 | 87 | 0.776 | 0.000 | 11/7/2022 |
| 716271183 | Attrited Customer | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 8924.0 | 0 | 8924.0 | 0.547 | 1720 | 42 | 0.400 | 0.000 | 12/14/2020 |
| 712442508 | Existing Customer | 52 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 37 | 6 | 3 | 4 | 1438.3 | 783 | 655.3 | 0.733 | 3464 | 70 | 0.795 | 0.544 | 12/3/2019 |
| 719165508 | Existing Customer | 48 | F | 3 | Graduate | Married | $40K - $60K | Silver | 40 | 5 | 3 | 4 | 18965.0 | 2262 | 16703.0 | 0.592 | 3066 | 69 | 0.816 | 0.119 | 4/15/2021 |
| 826467333 | Existing Customer | 57 | M | 1 | High School | Single | $80K - $120K | Blue | 53 | 4 | 1 | 3 | 7976.0 | 585 | 7391.0 | 0.925 | 4082 | 74 | 0.682 | 0.073 | 9/2/2019 |
| 721027083 | Existing Customer | 47 | F | 4 | Post-Graduate | Single | Unknown | Blue | 36 | 6 | 1 | 0 | 3054.0 | 1862 | 1192.0 | 0.589 | 3543 | 87 | 0.812 | 0.610 | 6/28/2020 |
| 713764458 | Existing Customer | 53 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 3 | 10620.0 | 2090 | 8530.0 | 0.880 | 3453 | 68 | 0.838 | 0.197 | 5/14/2022 |
| 816261858 | Attrited Customer | 61 | M | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 2 | 5 | 4 | 3984.0 | 2245 | 1739.0 | 0.612 | 1821 | 39 | 0.696 | 0.564 | 11/8/2022 |
| 710850633 | Existing Customer | 65 | M | 0 | High School | Single | $40K - $60K | Blue | 53 | 3 | 2 | 2 | 2507.0 | 1613 | 894.0 | 1.082 | 3325 | 67 | 0.675 | 0.643 | 9/30/2021 |
| 805282908 | Existing Customer | 43 | M | 5 | Graduate | Unknown | $40K - $60K | Blue | 38 | 3 | 3 | 2 | 7599.0 | 1100 | 6499.0 | 0.365 | 4401 | 71 | 0.651 | 0.145 | 2/3/2020 |
| 771246708 | Existing Customer | 40 | M | 5 | Graduate | Unknown | $120K + | Blue | 27 | 5 | 2 | 3 | 31954.0 | 2297 | 29657.0 | 0.516 | 4371 | 82 | 0.640 | 0.072 | 8/6/2020 |
| 785119833 | Existing Customer | 40 | M | 3 | College | Divorced | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 19666.0 | 1180 | 18486.0 | 0.898 | 3391 | 54 | 0.636 | 0.060 | 1/31/2022 |
| 716780283 | Existing Customer | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 19 | 4 | 3 | 3 | 6628.0 | 1735 | 4893.0 | 0.587 | 4050 | 89 | 0.935 | 0.262 | 8/28/2021 |
| 716546283 | Existing Customer | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 13049.0 | 943 | 12106.0 | 0.686 | 3944 | 72 | 0.674 | 0.072 | 12/5/2022 |
| 721308033 | Attrited Customer | 45 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 37 | 3 | 3 | 1 | 3036.0 | 2517 | 519.0 | 0.882 | 2609 | 42 | 0.615 | 0.829 | 7/12/2019 |
| 779270883 | Existing Customer | 48 | M | 4 | High School | Married | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 16575.0 | 0 | 16575.0 | 0.760 | 3982 | 77 | 0.878 | 0.000 | 7/9/2019 |
| 822061683 | Existing Customer | 38 | M | 1 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 4 | 23391.0 | 1977 | 21414.0 | 0.558 | 4106 | 85 | 0.809 | 0.085 | 7/2/2020 |
| 710058033 | Existing Customer | 51 | M | 0 | Uneducated | Divorced | $120K + | Blue | 41 | 4 | 1 | 0 | 23898.0 | 0 | 23898.0 | 0.486 | 3781 | 66 | 0.610 | 0.000 | 10/23/2020 |
| 710678658 | Existing Customer | 47 | F | 4 | Unknown | Unknown | Less than $40K | Blue | 36 | 5 | 3 | 2 | 4944.0 | 1151 | 3793.0 | 0.801 | 3684 | 64 | 0.829 | 0.233 | 2/3/2019 |
| 712943508 | Existing Customer | 48 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 6921.0 | 1023 | 5898.0 | 0.816 | 4608 | 79 | 0.927 | 0.148 | 4/7/2021 |
| 816263808 | Existing Customer | 47 | M | 1 | Graduate | Single | $80K - $120K | Blue | 31 | 4 | 1 | 2 | 18026.0 | 755 | 17271.0 | 0.931 | 2760 | 56 | 1.000 | 0.042 | 6/9/2020 |
| 714162033 | Existing Customer | 45 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 28 | 3 | 4 | 3 | 5216.0 | 1519 | 3697.0 | 0.887 | 3434 | 49 | 0.690 | 0.291 | 12/30/2021 |
| 711238908 | Existing Customer | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 54 | 6 | 5 | 2 | 7699.0 | 1758 | 5941.0 | 0.641 | 5103 | 62 | 0.771 | 0.228 | 10/24/2021 |
| 713971608 | Existing Customer | 49 | M | 4 | Uneducated | Married | Less than $40K | Blue | 39 | 6 | 1 | 4 | 7232.0 | 1830 | 5402.0 | 1.002 | 4337 | 71 | 0.543 | 0.253 | 6/11/2021 |
| 715193433 | Existing Customer | 61 | F | 0 | High School | Single | Unknown | Blue | 51 | 4 | 2 | 2 | 8476.0 | 0 | 8476.0 | 0.675 | 3889 | 67 | 0.489 | 0.000 | 6/28/2019 |
| 713111883 | Existing Customer | 51 | M | 1 | Unknown | Married | $120K + | Blue | 31 | 5 | 1 | 2 | 25837.0 | 1812 | 24025.0 | 0.686 | 3783 | 70 | 0.750 | 0.070 | 4/22/2021 |
| 716911608 | Existing Customer | 48 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 1536.0 | 1017 | 519.0 | 0.589 | 3816 | 71 | 0.449 | 0.662 | 3/19/2020 |
| 822898758 | Existing Customer | 44 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 4 | 4453.0 | 973 | 3480.0 | 0.908 | 3239 | 66 | 0.650 | 0.219 | 9/3/2021 |
| 712085733 | Existing Customer | 45 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 5 | 2 | 3 | 34516.0 | 880 | 33636.0 | 0.687 | 3491 | 64 | 0.455 | 0.025 | 8/11/2019 |
| 718583133 | Existing Customer | 49 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 39 | 4 | 2 | 0 | 4389.0 | 981 | 3408.0 | 0.650 | 3598 | 75 | 0.705 | 0.224 | 7/21/2020 |
| 772095858 | Existing Customer | 38 | F | 2 | Graduate | Single | Unknown | Blue | 27 | 4 | 2 | 3 | 13429.0 | 1246 | 12183.0 | 1.055 | 3929 | 66 | 0.737 | 0.093 | 6/11/2021 |
| 780074733 | Existing Customer | 42 | F | 1 | Doctorate | Married | Less than $40K | Blue | 27 | 5 | 3 | 3 | 1840.0 | 1565 | 275.0 | 0.950 | 4518 | 72 | 0.500 | 0.851 | 4/11/2021 |
| 710182383 | Existing Customer | 44 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 13 | 4 | 2 | 3 | 17846.0 | 1568 | 16278.0 | 1.064 | 3626 | 77 | 0.878 | 0.088 | 10/31/2020 |
| 713418558 | Existing Customer | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 37 | 6 | 1 | 0 | 9013.0 | 0 | 9013.0 | 0.597 | 3819 | 71 | 0.614 | 0.000 | 6/23/2022 |
| 715445883 | Existing Customer | 40 | F | 2 | Graduate | Married | Unknown | Blue | 29 | 5 | 2 | 2 | 18862.0 | 2105 | 16757.0 | 0.832 | 4449 | 86 | 0.686 | 0.112 | 11/1/2022 |
| 718599108 | Existing Customer | 50 | F | 3 | Graduate | Married | Unknown | Blue | 39 | 5 | 3 | 2 | 3230.0 | 1172 | 2058.0 | 0.514 | 4419 | 64 | 0.730 | 0.363 | 1/19/2020 |
| 711546333 | Existing Customer | 46 | M | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 4 | 3 | 1 | 7958.0 | 1559 | 6399.0 | 0.726 | 4962 | 72 | 0.714 | 0.196 | 1/13/2022 |
| 721513833 | Existing Customer | 35 | M | 0 | High School | Divorced | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 5619.0 | 1504 | 4115.0 | 0.775 | 2808 | 72 | 0.600 | 0.268 | 2/26/2019 |
| 771669183 | Existing Customer | 49 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 1 | 4 | 4854.0 | 1212 | 3642.0 | 0.308 | 3651 | 70 | 0.556 | 0.250 | 5/31/2021 |
| 774760458 | Attrited Customer | 62 | F | 1 | High School | Unknown | $40K - $60K | Blue | 56 | 3 | 5 | 1 | 3807.0 | 2517 | 1290.0 | 0.506 | 1739 | 36 | 0.500 | 0.661 | 4/4/2022 |
| 713453733 | Existing Customer | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 37 | 6 | 1 | 3 | 2529.0 | 1654 | 875.0 | 0.528 | 3428 | 84 | 0.680 | 0.654 | 11/20/2021 |
| 804415083 | Attrited Customer | 45 | M | 3 | Unknown | Married | $60K - $80K | Blue | 40 | 3 | 5 | 3 | 4097.0 | 655 | 3442.0 | 1.084 | 2611 | 51 | 0.545 | 0.160 | 12/5/2020 |
| 711419133 | Existing Customer | 56 | M | 4 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3057.0 | 1077 | 1980.0 | 0.934 | 4449 | 77 | 0.878 | 0.352 | 1/23/2020 |
| 710691633 | Existing Customer | 58 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 4 | 1 | 4 | 1957.0 | 1152 | 805.0 | 0.899 | 4546 | 78 | 0.500 | 0.589 | 1/9/2019 |
| 715008858 | Existing Customer | 51 | F | 3 | Unknown | Single | Less than $40K | Blue | 41 | 5 | 1 | 2 | 2941.0 | 655 | 2286.0 | 0.616 | 4099 | 66 | 0.571 | 0.223 | 5/25/2021 |
| 771424908 | Attrited Customer | 38 | M | 2 | Unknown | Unknown | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 11252.0 | 1129 | 10123.0 | 0.462 | 1766 | 31 | 0.476 | 0.100 | 11/24/2021 |
| 771215583 | Existing Customer | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 26 | 6 | 1 | 4 | 24534.0 | 1475 | 23059.0 | 0.528 | 3505 | 60 | 0.935 | 0.060 | 1/16/2021 |
| 711012783 | Attrited Customer | 43 | M | 4 | Graduate | Single | $120K + | Blue | 36 | 1 | 3 | 4 | 33384.0 | 0 | 33384.0 | 0.631 | 2066 | 46 | 0.769 | 0.000 | 2/25/2022 |
| 827408058 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 2232.0 | 2002 | 230.0 | 1.107 | 3803 | 68 | 0.511 | 0.897 | 1/16/2022 |
| 713904708 | Existing Customer | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 7582.0 | 1942 | 5640.0 | 0.823 | 4926 | 85 | 0.635 | 0.256 | 3/16/2020 |
| 807596358 | Existing Customer | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 44 | 6 | 2 | 2 | 13884.0 | 1204 | 12680.0 | 0.575 | 4650 | 70 | 0.556 | 0.087 | 12/18/2019 |
| 708788583 | Attrited Customer | 64 | F | 1 | College | Unknown | Less than $40K | Blue | 56 | 3 | 1 | 2 | 6167.0 | 0 | 6167.0 | 0.422 | 1648 | 43 | 0.536 | 0.000 | 3/24/2021 |
| 713446083 | Existing Customer | 49 | F | 4 | Uneducated | Unknown | Unknown | Blue | 39 | 5 | 2 | 3 | 11545.0 | 1732 | 9813.0 | 0.871 | 3996 | 65 | 0.548 | 0.150 | 3/30/2022 |
| 717888108 | Existing Customer | 47 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 35 | 3 | 3 | 2 | 2872.0 | 2517 | 355.0 | 0.606 | 3635 | 62 | 0.824 | 0.876 | 3/30/2021 |
| 819714408 | Attrited Customer | 44 | F | 2 | Graduate | Married | Unknown | Blue | 39 | 6 | 3 | 3 | 5666.0 | 2386 | 3280.0 | 0.564 | 1981 | 42 | 1.000 | 0.421 | 4/9/2021 |
| 716853258 | Existing Customer | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 45 | 5 | 3 | 2 | 4417.0 | 0 | 4417.0 | 0.904 | 4253 | 72 | 0.895 | 0.000 | 4/22/2020 |
| 719455083 | Existing Customer | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 4 | 3 | 4 | 2991.0 | 1508 | 1483.0 | 0.703 | 3734 | 64 | 0.882 | 0.504 | 1/6/2022 |
| 779299233 | Existing Customer | 52 | F | 3 | Graduate | Single | Less than $40K | Silver | 34 | 3 | 2 | 2 | 13109.0 | 1375 | 11734.0 | 0.742 | 3563 | 73 | 0.553 | 0.105 | 1/19/2022 |
| 771922008 | Existing Customer | 57 | F | 2 | Unknown | Single | Less than $40K | Blue | 46 | 5 | 2 | 2 | 5443.0 | 1889 | 3554.0 | 0.421 | 4416 | 64 | 0.600 | 0.347 | 1/19/2019 |
| 708887433 | Existing Customer | 65 | M | 0 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 1 | 3 | 2717.0 | 0 | 2717.0 | 0.736 | 3150 | 59 | 0.475 | 0.000 | 1/21/2021 |
| 713214558 | Existing Customer | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 41 | 4 | 3 | 3 | 2628.0 | 2195 | 433.0 | 0.635 | 3608 | 68 | 0.417 | 0.835 | 12/16/2021 |
| 718038483 | Existing Customer | 42 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 16054.0 | 0 | 16054.0 | 0.446 | 3449 | 75 | 0.705 | 0.000 | 12/3/2022 |
| 714053358 | Existing Customer | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 4 | 3216.0 | 0 | 3216.0 | 0.683 | 4039 | 81 | 1.077 | 0.000 | 3/27/2021 |
| 713730933 | Attrited Customer | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 5 | 1438.3 | 0 | 1438.3 | 0.314 | 1739 | 44 | 0.467 | 0.000 | 6/18/2019 |
| 762775908 | Existing Customer | 46 | F | 2 | High School | Married | Unknown | Blue | 39 | 3 | 1 | 2 | 12295.0 | 1292 | 11003.0 | 0.537 | 4177 | 63 | 0.750 | 0.105 | 2/24/2021 |
| 713181558 | Existing Customer | 55 | F | 2 | Doctorate | Married | Unknown | Blue | 47 | 6 | 1 | 3 | 5794.0 | 0 | 5794.0 | 0.732 | 4201 | 73 | 0.587 | 0.000 | 8/22/2021 |
| 713079108 | Existing Customer | 51 | F | 0 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 2 | 1858.0 | 925 | 933.0 | 1.056 | 3660 | 72 | 0.600 | 0.498 | 8/19/2022 |
| 804426858 | Existing Customer | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2593.0 | 1660 | 933.0 | 0.562 | 1974 | 33 | 1.062 | 0.640 | 5/20/2022 |
| 788379933 | Existing Customer | 41 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 12420.0 | 0 | 12420.0 | 0.709 | 4422 | 70 | 0.628 | 0.000 | 3/5/2020 |
| 713740533 | Existing Customer | 41 | M | 3 | Graduate | Single | $60K - $80K | Blue | 29 | 5 | 3 | 3 | 2775.0 | 1664 | 1111.0 | 0.809 | 2478 | 52 | 0.926 | 0.600 | 8/19/2020 |
| 712235433 | Attrited Customer | 43 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2886.0 | 0 | 2886.0 | 0.587 | 2326 | 50 | 0.429 | 0.000 | 4/12/2021 |
| 811705233 | Existing Customer | 45 | M | 2 | Unknown | Single | $40K - $60K | Blue | 40 | 6 | 4 | 3 | 7037.0 | 0 | 7037.0 | 0.583 | 4099 | 71 | 0.690 | 0.000 | 11/22/2021 |
| 714594933 | Existing Customer | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 0 | 7065.0 | 990 | 6075.0 | 0.503 | 3758 | 65 | 0.711 | 0.140 | 3/19/2022 |
| 714377058 | Attrited Customer | 63 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1896.0 | 0 | 1896.0 | 0.747 | 2186 | 50 | 0.562 | 0.000 | 3/2/2021 |
| 827114058 | Existing Customer | 46 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 42 | 6 | 2 | 1 | 11634.0 | 0 | 11634.0 | 0.520 | 4447 | 74 | 0.574 | 0.000 | 6/22/2022 |
| 708654933 | Attrited Customer | 51 | F | 2 | Doctorate | Married | Less than $40K | Platinum | 42 | 3 | 2 | 3 | 15987.0 | 193 | 15794.0 | 0.435 | 2021 | 46 | 0.394 | 0.012 | 4/16/2019 |
| 720283758 | Attrited Customer | 44 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 1 | 3 | 3 | 13735.0 | 1733 | 12002.0 | 0.614 | 1783 | 43 | 0.654 | 0.126 | 4/1/2019 |
| 801994458 | Existing Customer | 58 | M | 1 | Unknown | Single | $40K - $60K | Blue | 52 | 3 | 2 | 3 | 3880.0 | 2517 | 1363.0 | 0.673 | 3163 | 65 | 0.970 | 0.649 | 7/29/2021 |
| 718834233 | Existing Customer | 38 | F | 2 | College | Single | Less than $40K | Blue | 21 | 4 | 1 | 2 | 6899.0 | 0 | 6899.0 | 0.771 | 3848 | 71 | 0.690 | 0.000 | 3/26/2019 |
| 719196858 | Existing Customer | 50 | M | 2 | Graduate | Married | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 6508.0 | 2276 | 4232.0 | 1.008 | 4254 | 77 | 0.711 | 0.350 | 5/5/2020 |
| 708451233 | Existing Customer | 46 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5090.0 | 1650 | 3440.0 | 0.580 | 3707 | 72 | 0.440 | 0.324 | 1/20/2021 |
| 718735908 | Attrited Customer | 47 | M | 4 | Graduate | Single | $120K + | Blue | 35 | 3 | 4 | 3 | 7015.0 | 0 | 7015.0 | 0.456 | 1799 | 51 | 0.645 | 0.000 | 11/15/2022 |
| 789339633 | Existing Customer | 51 | M | 2 | Uneducated | Divorced | $120K + | Blue | 41 | 4 | 2 | 3 | 30560.0 | 0 | 30560.0 | 0.721 | 3736 | 55 | 0.719 | 0.000 | 8/22/2019 |
| 804833058 | Attrited Customer | 49 | M | 3 | Unknown | Single | $80K - $120K | Blue | 44 | 1 | 3 | 4 | 4384.0 | 0 | 4384.0 | 0.684 | 1832 | 49 | 0.581 | 0.000 | 1/29/2021 |
| 712542258 | Existing Customer | 47 | F | 5 | Unknown | Married | Less than $40K | Blue | 40 | 5 | 1 | 3 | 2950.0 | 2000 | 950.0 | 0.882 | 4742 | 79 | 0.837 | 0.678 | 4/15/2021 |
| 713639058 | Attrited Customer | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 34 | 6 | 3 | 3 | 1511.0 | 0 | 1511.0 | 0.432 | 1329 | 35 | 0.591 | 0.000 | 2/4/2022 |
| 709560258 | Attrited Customer | 49 | F | 3 | Graduate | Single | Unknown | Blue | 31 | 2 | 3 | 4 | 4946.0 | 0 | 4946.0 | 0.540 | 2239 | 38 | 0.407 | 0.000 | 9/14/2021 |
| 718317258 | Existing Customer | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 3 | 3 | 3 | 7477.0 | 1960 | 5517.0 | 1.008 | 3618 | 76 | 0.583 | 0.262 | 8/15/2020 |
| 720362058 | Attrited Customer | 57 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 49 | 4 | 3 | 3 | 32182.0 | 0 | 32182.0 | 0.520 | 1937 | 46 | 0.704 | 0.000 | 5/16/2022 |
| 712606158 | Existing Customer | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 42 | 4 | 1 | 2 | 5715.0 | 1214 | 4501.0 | 0.858 | 3685 | 63 | 0.658 | 0.212 | 1/9/2022 |
| 713162358 | Existing Customer | 49 | F | 4 | Unknown | Single | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 9595.0 | 509 | 9086.0 | 0.625 | 4050 | 72 | 0.500 | 0.053 | 3/31/2020 |
| 710673558 | Existing Customer | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 21 | 3 | 2 | 2 | 21952.0 | 1600 | 20352.0 | 0.878 | 4087 | 70 | 0.628 | 0.073 | 8/7/2020 |
| 710096658 | Existing Customer | 45 | F | 3 | Unknown | Married | Less than $40K | Blue | 39 | 4 | 3 | 3 | 2606.0 | 1978 | 628.0 | 0.443 | 2191 | 42 | 0.500 | 0.759 | 7/16/2022 |
| 721313808 | Existing Customer | 50 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 41 | 6 | 1 | 2 | 2826.0 | 1741 | 1085.0 | 0.669 | 4488 | 73 | 0.825 | 0.616 | 10/5/2020 |
| 778924158 | Existing Customer | 45 | F | 2 | High School | Single | Less than $40K | Blue | 26 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.710 | 3749 | 77 | 0.604 | 0.000 | 5/6/2019 |
| 719602908 | Attrited Customer | 42 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 5667.0 | 812 | 4855.0 | 0.620 | 2064 | 42 | 0.400 | 0.143 | 9/25/2022 |
| 820383558 | Existing Customer | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 40 | 6 | 2 | 3 | 6366.0 | 1344 | 5022.0 | 0.492 | 3258 | 58 | 0.758 | 0.211 | 12/26/2019 |
| 717953283 | Existing Customer | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 2 | 2 | 2122.0 | 1189 | 933.0 | 0.398 | 4379 | 45 | 1.143 | 0.560 | 7/2/2019 |
| 710327508 | Existing Customer | 44 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1687.0 | 1290 | 397.0 | 0.709 | 4247 | 87 | 0.706 | 0.765 | 2/18/2020 |
| 785134758 | Existing Customer | 41 | M | 2 | College | Unknown | $80K - $120K | Blue | 24 | 3 | 2 | 4 | 14320.0 | 0 | 14320.0 | 0.754 | 4077 | 77 | 0.791 | 0.000 | 9/26/2020 |
| 811970808 | Existing Customer | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 48 | 4 | 3 | 3 | 5972.0 | 1885 | 4087.0 | 0.973 | 3491 | 65 | 0.711 | 0.316 | 4/10/2019 |
| 718676283 | Existing Customer | 43 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 6 | 2 | 3 | 8771.0 | 1662 | 7109.0 | 0.555 | 3779 | 72 | 0.756 | 0.189 | 1/22/2022 |
| 720439533 | Existing Customer | 64 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 7112.0 | 1358 | 5754.0 | 0.553 | 4951 | 73 | 0.587 | 0.191 | 3/10/2020 |
| 793720908 | Existing Customer | 46 | M | 5 | Uneducated | Single | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 7333.0 | 875 | 6458.0 | 0.807 | 3636 | 48 | 1.286 | 0.119 | 5/13/2022 |
| 708937608 | Existing Customer | 37 | F | 4 | High School | Single | Less than $40K | Blue | 18 | 4 | 1 | 2 | 2001.0 | 1366 | 635.0 | 0.860 | 4590 | 66 | 0.571 | 0.683 | 1/20/2019 |
| 769189083 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 2 | 4 | 1438.3 | 639 | 799.3 | 0.768 | 4427 | 85 | 0.735 | 0.444 | 4/30/2022 |
| 713455233 | Existing Customer | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 5 | 2 | 1 | 34516.0 | 1416 | 33100.0 | 0.491 | 4026 | 65 | 0.512 | 0.041 | 11/19/2021 |
| 719563158 | Existing Customer | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4207.0 | 1921 | 2286.0 | 0.766 | 3850 | 75 | 0.562 | 0.457 | 5/15/2022 |
| 753118533 | Existing Customer | 38 | F | 2 | Doctorate | Single | Less than $40K | Blue | 31 | 6 | 3 | 2 | 1555.0 | 986 | 569.0 | 0.865 | 4686 | 75 | 0.667 | 0.634 | 2/6/2022 |
| 713265858 | Existing Customer | 44 | M | 3 | Graduate | Married | $120K + | Blue | 32 | 4 | 2 | 2 | 34516.0 | 1344 | 33172.0 | 0.523 | 4795 | 92 | 0.673 | 0.039 | 11/3/2021 |
| 709713033 | Attrited Customer | 55 | M | 1 | College | Single | $80K - $120K | Blue | 48 | 3 | 3 | 3 | 6846.0 | 0 | 6846.0 | 0.620 | 1735 | 35 | 0.522 | 0.000 | 9/30/2020 |
| 711608958 | Existing Customer | 50 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 1 | 4 | 2071.0 | 1035 | 1036.0 | 0.754 | 4092 | 74 | 0.947 | 0.500 | 12/24/2020 |
| 708633783 | Attrited Customer | 43 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 2 | 4 | 11336.0 | 0 | 11336.0 | 0.691 | 1809 | 39 | 0.345 | 0.000 | 6/19/2021 |
| 714532158 | Existing Customer | 55 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 15221.0 | 1166 | 14055.0 | 0.839 | 3848 | 68 | 0.619 | 0.077 | 11/12/2020 |
| 720950283 | Attrited Customer | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 34 | 3 | 3 | 3 | 21359.0 | 0 | 21359.0 | 0.551 | 2064 | 63 | 0.853 | 0.000 | 1/10/2021 |
| 809797158 | Existing Customer | 42 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 37 | 3 | 3 | 4 | 19366.0 | 1592 | 17774.0 | 0.679 | 3627 | 66 | 1.000 | 0.082 | 12/17/2021 |
| 713692683 | Existing Customer | 41 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 13 | 4 | 2 | 2 | 2243.0 | 1944 | 299.0 | 0.942 | 3216 | 77 | 0.674 | 0.867 | 10/15/2020 |
| 710748483 | Existing Customer | 56 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 3 | 2 | 2 | 2923.0 | 1934 | 989.0 | 0.577 | 3861 | 68 | 0.700 | 0.662 | 1/24/2022 |
| 720868683 | Existing Customer | 50 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 22 | 5 | 2 | 3 | 7853.0 | 1343 | 6510.0 | 0.491 | 1814 | 37 | 0.370 | 0.171 | 7/6/2022 |
| 787532808 | Existing Customer | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Silver | 30 | 6 | 3 | 3 | 16386.0 | 2236 | 14150.0 | 1.004 | 3293 | 66 | 0.833 | 0.136 | 7/15/2022 |
| 709453833 | Existing Customer | 48 | F | 4 | Graduate | Single | Unknown | Blue | 40 | 3 | 2 | 2 | 11164.0 | 859 | 10305.0 | 0.915 | 4227 | 67 | 0.634 | 0.077 | 3/17/2021 |
| 712114458 | Existing Customer | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 2960.0 | 1835 | 1125.0 | 0.532 | 3941 | 64 | 0.455 | 0.620 | 5/12/2022 |
| 811013658 | Existing Customer | 41 | M | 2 | High School | Married | $120K + | Blue | 36 | 4 | 3 | 2 | 10816.0 | 871 | 9945.0 | 0.606 | 3221 | 68 | 0.581 | 0.081 | 8/9/2021 |
| 789180933 | Existing Customer | 37 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 3 | 1 | 2 | 2917.0 | 2216 | 701.0 | 0.810 | 4524 | 67 | 0.489 | 0.760 | 1/29/2020 |
| 717151383 | Existing Customer | 44 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2568.0 | 1603 | 965.0 | 0.432 | 3616 | 85 | 0.545 | 0.624 | 3/18/2022 |
| 712470033 | Existing Customer | 44 | F | 3 | College | Single | Less than $40K | Blue | 30 | 6 | 3 | 3 | 4539.0 | 2053 | 2486.0 | 0.705 | 2960 | 67 | 0.861 | 0.452 | 3/3/2022 |
| 717840108 | Attrited Customer | 48 | M | 4 | Unknown | Married | $80K - $120K | Blue | 41 | 2 | 3 | 6 | 4806.0 | 1357 | 3449.0 | 0.573 | 1771 | 35 | 0.346 | 0.282 | 6/13/2020 |
| 709131033 | Existing Customer | 65 | F | 0 | Graduate | Unknown | Unknown | Blue | 36 | 3 | 3 | 4 | 2025.0 | 1701 | 324.0 | 0.628 | 4056 | 71 | 0.578 | 0.840 | 8/11/2019 |
| 721506708 | Existing Customer | 54 | M | 1 | Uneducated | Unknown | $80K - $120K | Blue | 46 | 4 | 1 | 4 | 6249.0 | 2517 | 3732.0 | 0.751 | 3988 | 68 | 0.789 | 0.403 | 4/7/2021 |
| 716039433 | Existing Customer | 48 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 4 | 6 | 1 | 1686.0 | 1271 | 415.0 | 1.087 | 3445 | 64 | 0.730 | 0.754 | 7/12/2021 |
| 710874933 | Existing Customer | 41 | M | 1 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 3 | 4 | 10239.0 | 2224 | 8015.0 | 0.545 | 2149 | 40 | 1.105 | 0.217 | 5/22/2020 |
| 794682483 | Existing Customer | 43 | F | 3 | Post-Graduate | Unknown | Less than $40K | Blue | 23 | 5 | 3 | 3 | 4284.0 | 1094 | 3190.0 | 0.630 | 3095 | 64 | 0.524 | 0.255 | 8/30/2021 |
| 709229358 | Existing Customer | 46 | F | 5 | Uneducated | Single | Less than $40K | Blue | 38 | 6 | 1 | 4 | 2601.0 | 1604 | 997.0 | 0.853 | 4835 | 80 | 0.702 | 0.617 | 5/29/2020 |
| 772177308 | Existing Customer | 47 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1738.0 | 0 | 1738.0 | 1.124 | 2572 | 62 | 0.938 | 0.000 | 9/8/2020 |
| 715016508 | Attrited Customer | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 4527.0 | 0 | 4527.0 | 0.801 | 2441 | 37 | 0.370 | 0.000 | 9/1/2020 |
| 716071233 | Existing Customer | 42 | M | 0 | High School | Unknown | $80K - $120K | Silver | 35 | 5 | 2 | 3 | 34516.0 | 1934 | 32582.0 | 0.626 | 4613 | 73 | 0.553 | 0.056 | 8/29/2022 |
| 818308533 | Existing Customer | 47 | M | 5 | Post-Graduate | Married | Less than $40K | Blue | 41 | 4 | 2 | 1 | 3532.0 | 0 | 3532.0 | 0.820 | 3162 | 56 | 0.600 | 0.000 | 12/3/2019 |
| 711000933 | Existing Customer | 50 | F | 2 | Graduate | Single | Unknown | Blue | 41 | 5 | 2 | 4 | 4846.0 | 2490 | 2356.0 | 0.788 | 3724 | 61 | 0.605 | 0.514 | 6/27/2021 |
| 760104333 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Silver | 36 | 6 | 2 | 2 | 11392.0 | 0 | 11392.0 | 0.821 | 3246 | 63 | 0.703 | 0.000 | 9/24/2022 |
| 718201383 | Existing Customer | 49 | M | 1 | College | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 22036.0 | 1560 | 20476.0 | 0.555 | 2139 | 48 | 0.714 | 0.071 | 11/13/2022 |
| 779450958 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 2 | 2772.0 | 1782 | 990.0 | 0.718 | 4739 | 88 | 0.796 | 0.643 | 3/6/2019 |
| 717990183 | Existing Customer | 52 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 7474.0 | 2444 | 5030.0 | 0.619 | 5100 | 79 | 0.717 | 0.327 | 7/15/2022 |
| 721252683 | Existing Customer | 40 | M | 5 | Unknown | Married | $80K - $120K | Blue | 33 | 4 | 2 | 4 | 34516.0 | 1501 | 33015.0 | 0.813 | 3368 | 64 | 0.641 | 0.043 | 6/12/2022 |
| 710505483 | Existing Customer | 46 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 11117.0 | 0 | 11117.0 | 0.814 | 3099 | 69 | 0.816 | 0.000 | 3/24/2019 |
| 711587433 | Existing Customer | 47 | F | 4 | Graduate | Married | Unknown | Blue | 33 | 6 | 3 | 1 | 10714.0 | 2407 | 8307.0 | 0.378 | 4328 | 71 | 0.543 | 0.225 | 6/15/2021 |
| 720964683 | Existing Customer | 60 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 5420.0 | 0 | 5420.0 | 0.810 | 3477 | 60 | 0.622 | 0.000 | 2/19/2019 |
| 711478233 | Existing Customer | 38 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 26 | 4 | 1 | 3 | 2652.0 | 2496 | 156.0 | 0.561 | 3691 | 58 | 1.071 | 0.941 | 7/7/2019 |
| 717096858 | Existing Customer | 51 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 40 | 4 | 3 | 3 | 6492.0 | 719 | 5773.0 | 0.711 | 4828 | 78 | 0.529 | 0.111 | 12/26/2020 |
| 719739108 | Existing Customer | 62 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 50 | 3 | 2 | 4 | 11352.0 | 2517 | 8835.0 | 0.751 | 4021 | 56 | 0.806 | 0.222 | 11/3/2020 |
| 717432933 | Existing Customer | 52 | F | 5 | Unknown | Single | Unknown | Blue | 36 | 3 | 1 | 3 | 3167.0 | 1387 | 1780.0 | 0.899 | 4587 | 76 | 0.551 | 0.438 | 1/18/2020 |
| 721501308 | Existing Customer | 41 | M | 3 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 1 | 7015.0 | 918 | 6097.0 | 0.957 | 4410 | 70 | 0.591 | 0.131 | 8/25/2021 |
| 714169083 | Existing Customer | 48 | M | 4 | Post-Graduate | Single | $120K + | Blue | 38 | 5 | 2 | 0 | 34516.0 | 1639 | 32877.0 | 0.688 | 4959 | 74 | 0.805 | 0.047 | 5/19/2019 |
| 710194683 | Existing Customer | 43 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 30 | 3 | 1 | 4 | 3244.0 | 2260 | 984.0 | 0.711 | 2313 | 39 | 0.857 | 0.697 | 1/8/2019 |
| 715365183 | Existing Customer | 51 | F | 1 | College | Married | Less than $40K | Blue | 42 | 4 | 2 | 2 | 2431.0 | 0 | 2431.0 | 0.886 | 3323 | 65 | 1.097 | 0.000 | 6/3/2019 |
| 715448058 | Existing Customer | 42 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 4 | 1 | 3050.0 | 1824 | 1226.0 | 0.771 | 1973 | 50 | 1.381 | 0.598 | 11/5/2021 |
| 779008158 | Existing Customer | 54 | F | 4 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 1 | 4 | 2191.0 | 1655 | 536.0 | 1.008 | 4961 | 71 | 0.821 | 0.755 | 10/29/2021 |
| 712822758 | Existing Customer | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 5677.0 | 1403 | 4274.0 | 0.951 | 2730 | 58 | 0.758 | 0.247 | 1/3/2022 |
| 717466158 | Existing Customer | 48 | F | 2 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 4 | 3 | 4176.0 | 1248 | 2928.0 | 0.434 | 4889 | 62 | 0.632 | 0.299 | 5/7/2019 |
| 798687258 | Existing Customer | 40 | M | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 1 | 2 | 2577.0 | 1812 | 765.0 | 0.666 | 4134 | 62 | 0.824 | 0.703 | 7/22/2021 |
| 717380133 | Existing Customer | 65 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 4 | 1 | 3305.0 | 1909 | 1396.0 | 0.371 | 4218 | 72 | 0.636 | 0.578 | 2/23/2019 |
| 709693833 | Existing Customer | 47 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 0 | 9261.0 | 1605 | 7656.0 | 0.571 | 2468 | 44 | 0.419 | 0.173 | 6/1/2019 |
| 804847308 | Existing Customer | 64 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 6 | 2 | 1 | 1564.0 | 0 | 1564.0 | 0.516 | 4018 | 69 | 0.605 | 0.000 | 2/26/2021 |
| 716321583 | Existing Customer | 50 | F | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 12740.0 | 1173 | 11567.0 | 1.040 | 3441 | 55 | 0.719 | 0.092 | 7/6/2022 |
| 712685733 | Existing Customer | 57 | F | 3 | Unknown | Single | Unknown | Silver | 36 | 6 | 3 | 2 | 34516.0 | 1698 | 32818.0 | 0.823 | 3498 | 68 | 0.619 | 0.049 | 1/3/2020 |
| 781306758 | Attrited Customer | 58 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 52 | 1 | 2 | 4 | 3091.0 | 2517 | 574.0 | 0.602 | 1844 | 49 | 0.633 | 0.814 | 12/17/2020 |
| 743912958 | Existing Customer | 39 | F | 1 | Graduate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 1 | 3812.0 | 1103 | 2709.0 | 0.757 | 4080 | 65 | 0.625 | 0.289 | 5/12/2021 |
| 712294083 | Attrited Customer | 54 | F | 2 | High School | Single | Unknown | Blue | 44 | 4 | 3 | 4 | 3778.0 | 0 | 3778.0 | 0.739 | 2367 | 45 | 0.452 | 0.000 | 4/13/2022 |
| 716630508 | Existing Customer | 58 | M | 3 | High School | Married | $120K + | Blue | 50 | 6 | 2 | 4 | 12698.0 | 2361 | 10337.0 | 0.799 | 4425 | 75 | 0.630 | 0.186 | 4/10/2022 |
| 711334983 | Attrited Customer | 41 | F | 3 | High School | Married | Unknown | Blue | 32 | 1 | 2 | 4 | 26229.0 | 0 | 26229.0 | 0.504 | 2077 | 46 | 0.643 | 0.000 | 3/11/2022 |
| 717442758 | Existing Customer | 51 | F | 4 | High School | Married | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 8346.0 | 1452 | 6894.0 | 1.194 | 4141 | 79 | 0.612 | 0.174 | 5/24/2021 |
| 709137558 | Existing Customer | 52 | M | 0 | Uneducated | Unknown | $80K - $120K | Blue | 36 | 6 | 4 | 4 | 5395.0 | 2084 | 3311.0 | 0.798 | 4689 | 69 | 0.725 | 0.386 | 7/26/2020 |
| 714366708 | Existing Customer | 58 | M | 2 | Unknown | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 1490.0 | 1069 | 421.0 | 0.840 | 3790 | 85 | 0.889 | 0.717 | 3/20/2020 |
| 711925608 | Existing Customer | 42 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 35 | 3 | 2 | 2 | 18274.0 | 1623 | 16651.0 | 0.681 | 3886 | 81 | 0.800 | 0.089 | 5/26/2021 |
| 721202058 | Existing Customer | 62 | F | 0 | High School | Unknown | $40K - $60K | Blue | 49 | 4 | 1 | 1 | 4409.0 | 785 | 3624.0 | 0.838 | 4160 | 61 | 0.649 | 0.178 | 12/18/2021 |
| 716931183 | Existing Customer | 45 | M | 5 | Uneducated | Single | $80K - $120K | Blue | 38 | 3 | 4 | 4 | 7560.0 | 788 | 6772.0 | 1.193 | 4296 | 68 | 0.700 | 0.104 | 3/15/2021 |
| 800164083 | Existing Customer | 53 | M | 1 | Uneducated | Unknown | $120K + | Blue | 47 | 4 | 2 | 2 | 20783.0 | 1257 | 19526.0 | 0.724 | 3819 | 76 | 0.617 | 0.060 | 10/30/2020 |
| 719682183 | Existing Customer | 53 | F | 2 | Unknown | Single | $40K - $60K | Blue | 43 | 3 | 4 | 4 | 6188.0 | 2517 | 3671.0 | 0.713 | 1997 | 43 | 1.048 | 0.407 | 9/19/2020 |
| 710984133 | Existing Customer | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 5 | 3 | 4 | 27876.0 | 557 | 27319.0 | 0.768 | 4654 | 88 | 0.660 | 0.020 | 1/22/2021 |
| 780307233 | Existing Customer | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 30 | 5 | 2 | 3 | 1924.0 | 1471 | 453.0 | 1.485 | 3521 | 58 | 1.000 | 0.765 | 8/4/2019 |
| 716434533 | Attrited Customer | 40 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 4 | 29149.0 | 0 | 29149.0 | 0.615 | 2106 | 56 | 0.697 | 0.000 | 7/26/2022 |
| 828215508 | Attrited Customer | 55 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 50 | 4 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.639 | 1785 | 33 | 0.320 | 0.000 | 3/1/2021 |
| 716138958 | Existing Customer | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 33 | 6 | 4 | 4 | 3160.0 | 1180 | 1980.0 | 1.000 | 3740 | 68 | 0.700 | 0.373 | 10/24/2022 |
| 709276908 | Existing Customer | 38 | F | 2 | High School | Single | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.783 | 3990 | 75 | 0.596 | 0.000 | 5/9/2019 |
| 815767983 | Existing Customer | 45 | M | 0 | Graduate | Married | $60K - $80K | Blue | 40 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.555 | 4869 | 66 | 0.737 | 0.000 | 5/1/2021 |
| 712812408 | Attrited Customer | 40 | F | 3 | Unknown | Married | Less than $40K | Blue | 28 | 2 | 3 | 3 | 1535.0 | 0 | 1535.0 | 0.544 | 1921 | 41 | 0.464 | 0.000 | 4/17/2020 |
| 712403358 | Existing Customer | 55 | F | 2 | College | Single | $40K - $60K | Blue | 35 | 4 | 4 | 4 | 1438.3 | 696 | 742.3 | 0.888 | 4307 | 76 | 0.900 | 0.484 | 6/11/2022 |
| 717826308 | Existing Customer | 49 | F | 5 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 2331.0 | 1798 | 533.0 | 0.847 | 4061 | 66 | 0.692 | 0.771 | 8/12/2019 |
| 753443583 | Existing Customer | 43 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 8156.0 | 0 | 8156.0 | 0.663 | 3992 | 73 | 0.553 | 0.000 | 6/22/2021 |
| 721428333 | Existing Customer | 47 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 34 | 4 | 2 | 1 | 8109.0 | 541 | 7568.0 | 0.958 | 3609 | 77 | 0.604 | 0.067 | 9/23/2022 |
| 719910333 | Existing Customer | 43 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 36 | 4 | 4 | 2 | 5853.0 | 1190 | 4663.0 | 0.936 | 3595 | 80 | 0.667 | 0.203 | 8/10/2021 |
| 713585958 | Attrited Customer | 48 | F | 4 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 5997.0 | 0 | 5997.0 | 0.406 | 1457 | 42 | 0.500 | 0.000 | 8/25/2019 |
| 712866933 | Existing Customer | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 32 | 6 | 3 | 4 | 10824.0 | 0 | 10824.0 | 0.962 | 3700 | 73 | 0.738 | 0.000 | 11/6/2021 |
| 719219883 | Existing Customer | 47 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 9300.0 | 769 | 8531.0 | 0.680 | 3651 | 67 | 0.718 | 0.083 | 11/27/2021 |
| 779170008 | Existing Customer | 51 | F | 2 | High School | Single | $40K - $60K | Blue | 32 | 4 | 1 | 2 | 5351.0 | 0 | 5351.0 | 0.763 | 4596 | 78 | 0.500 | 0.000 | 4/20/2022 |
| 779727558 | Existing Customer | 49 | F | 4 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 3 | 2097.0 | 1250 | 847.0 | 0.699 | 4148 | 71 | 0.543 | 0.596 | 2/24/2022 |
| 714373308 | Existing Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 46 | 6 | 4 | 4 | 2266.0 | 0 | 2266.0 | 0.565 | 3634 | 66 | 0.650 | 0.000 | 7/4/2022 |
| 715000383 | Existing Customer | 55 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 13598.0 | 852 | 12746.0 | 0.785 | 4047 | 76 | 0.810 | 0.063 | 8/19/2021 |
| 710493558 | Attrited Customer | 46 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 1803.0 | 0 | 1803.0 | 0.415 | 1979 | 37 | 0.321 | 0.000 | 6/29/2021 |
| 778839108 | Existing Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 1 | 4 | 6292.0 | 0 | 6292.0 | 0.515 | 3687 | 74 | 0.644 | 0.000 | 4/10/2022 |
| 715548183 | Existing Customer | 65 | M | 1 | Graduate | Single | Unknown | Blue | 56 | 4 | 3 | 3 | 23566.0 | 1670 | 21896.0 | 0.735 | 3129 | 79 | 0.837 | 0.071 | 12/10/2021 |
| 712545183 | Existing Customer | 51 | F | 4 | Uneducated | Single | Less than $40K | Blue | 37 | 4 | 4 | 2 | 1765.0 | 1487 | 278.0 | 0.738 | 3333 | 66 | 1.000 | 0.842 | 11/4/2020 |
| 779032308 | Existing Customer | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 4 | 2 | 3 | 4964.0 | 2316 | 2648.0 | 0.793 | 3279 | 66 | 0.941 | 0.467 | 10/28/2022 |
| 721500108 | Existing Customer | 42 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 3741.0 | 0 | 3741.0 | 0.959 | 4402 | 55 | 0.833 | 0.000 | 5/7/2020 |
| 713389233 | Existing Customer | 49 | F | 3 | High School | Single | Unknown | Silver | 36 | 3 | 2 | 2 | 31631.0 | 0 | 31631.0 | 0.632 | 3418 | 58 | 0.758 | 0.000 | 3/2/2022 |
| 718811058 | Existing Customer | 40 | M | 3 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 5014.0 | 1887 | 3127.0 | 0.806 | 4391 | 66 | 0.571 | 0.376 | 6/11/2021 |
| 717084708 | Existing Customer | 45 | F | 4 | High School | Married | Less than $40K | Blue | 34 | 6 | 4 | 1 | 2484.0 | 1543 | 941.0 | 0.703 | 3802 | 68 | 0.447 | 0.621 | 5/15/2022 |
| 778247358 | Existing Customer | 65 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 3 | 2 | 7636.0 | 0 | 7636.0 | 0.801 | 3880 | 67 | 0.811 | 0.000 | 10/11/2019 |
| 710702733 | Existing Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 3 | 3 | 11096.0 | 0 | 11096.0 | 0.881 | 3949 | 69 | 0.683 | 0.000 | 7/20/2022 |
| 815240358 | Existing Customer | 47 | F | 3 | Uneducated | Married | Unknown | Blue | 42 | 4 | 1 | 4 | 25027.0 | 1501 | 23526.0 | 1.063 | 3357 | 62 | 0.771 | 0.060 | 2/27/2019 |
| 715165758 | Existing Customer | 44 | M | 3 | Post-Graduate | Married | $120K + | Blue | 35 | 3 | 4 | 1 | 27391.0 | 587 | 26804.0 | 0.821 | 2862 | 56 | 1.240 | 0.021 | 7/1/2021 |
| 827964858 | Attrited Customer | 58 | F | 1 | Uneducated | Divorced | Unknown | Blue | 54 | 3 | 5 | 3 | 3266.0 | 859 | 2407.0 | 0.740 | 2151 | 46 | 0.438 | 0.263 | 4/26/2022 |
| 773667708 | Attrited Customer | 50 | M | 1 | Graduate | Divorced | $60K - $80K | Blue | 44 | 3 | 4 | 3 | 7050.0 | 1008 | 6042.0 | 0.639 | 2176 | 39 | 0.560 | 0.143 | 4/20/2022 |
| 717400533 | Existing Customer | 54 | F | 0 | High School | Married | Less than $40K | Blue | 45 | 5 | 2 | 2 | 2704.0 | 789 | 1915.0 | 1.039 | 4839 | 92 | 0.769 | 0.292 | 5/20/2020 |
| 713586858 | Existing Customer | 40 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 25 | 4 | 3 | 4 | 11721.0 | 1175 | 10546.0 | 0.779 | 4187 | 73 | 0.825 | 0.100 | 4/12/2020 |
| 711393483 | Existing Customer | 49 | F | 4 | Unknown | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2432.0 | 0 | 2432.0 | 1.293 | 4340 | 76 | 0.767 | 0.000 | 8/8/2019 |
| 812979408 | Attrited Customer | 39 | F | 0 | Unknown | Married | $40K - $60K | Silver | 34 | 3 | 0 | 3 | 15142.0 | 0 | 15142.0 | 0.761 | 2458 | 41 | 0.577 | 0.000 | 10/5/2020 |
| 711877458 | Existing Customer | 51 | F | 3 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1936.0 | 0 | 1936.0 | 0.705 | 4072 | 72 | 0.756 | 0.000 | 11/4/2020 |
| 714351558 | Existing Customer | 64 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 1829.0 | 0 | 1829.0 | 0.576 | 3950 | 65 | 0.548 | 0.000 | 4/20/2020 |
| 828343083 | Existing Customer | 43 | F | 4 | High School | Unknown | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2786.0 | 1793 | 993.0 | 0.803 | 3646 | 68 | 0.659 | 0.644 | 11/25/2019 |
| 790002783 | Existing Customer | 38 | F | 2 | Graduate | Single | Unknown | Blue | 30 | 4 | 1 | 4 | 19595.0 | 610 | 18985.0 | 0.582 | 4079 | 65 | 0.585 | 0.031 | 8/27/2020 |
| 708615183 | Existing Customer | 44 | M | 2 | Unknown | Married | $60K - $80K | Blue | 34 | 4 | 4 | 4 | 3828.0 | 1146 | 2682.0 | 0.681 | 4558 | 90 | 0.636 | 0.299 | 10/17/2022 |
| 718509858 | Existing Customer | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 1 | 4 | 4786.0 | 0 | 4786.0 | 0.789 | 4347 | 69 | 0.683 | 0.000 | 6/29/2022 |
| 718540308 | Existing Customer | 44 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 5 | 3 | 0 | 22143.0 | 730 | 21413.0 | 0.871 | 4263 | 62 | 0.632 | 0.033 | 9/23/2020 |
| 778180158 | Existing Customer | 44 | M | 4 | Doctorate | Divorced | $80K - $120K | Blue | 34 | 5 | 1 | 4 | 7150.0 | 1887 | 5263.0 | 0.455 | 3636 | 69 | 0.643 | 0.264 | 11/11/2020 |
| 778242708 | Existing Customer | 63 | M | 1 | Unknown | Single | $60K - $80K | Silver | 53 | 5 | 4 | 4 | 25502.0 | 1450 | 24052.0 | 0.797 | 4323 | 81 | 0.688 | 0.057 | 10/1/2021 |
| 806947308 | Attrited Customer | 40 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 35 | 3 | 4 | 3 | 20178.0 | 1553 | 18625.0 | 0.324 | 1735 | 44 | 0.375 | 0.077 | 4/2/2020 |
| 714899283 | Existing Customer | 46 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5258.0 | 1994 | 3264.0 | 0.725 | 3972 | 73 | 0.587 | 0.379 | 8/4/2019 |
| 708386958 | Attrited Customer | 47 | F | 3 | Unknown | Married | Less than $40K | Blue | 34 | 3 | 3 | 2 | 1561.0 | 0 | 1561.0 | 0.502 | 1947 | 28 | 0.556 | 0.000 | 9/21/2021 |
| 710986758 | Existing Customer | 43 | M | 3 | High School | Single | $60K - $80K | Blue | 30 | 6 | 2 | 4 | 11550.0 | 1505 | 10045.0 | 1.034 | 3891 | 76 | 0.900 | 0.130 | 12/17/2020 |
| 718220358 | Attrited Customer | 58 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 2 | 3 | 4 | 28618.0 | 0 | 28618.0 | 0.685 | 1712 | 41 | 0.414 | 0.000 | 3/13/2020 |
| 710568333 | Existing Customer | 47 | M | 4 | College | Unknown | $60K - $80K | Blue | 35 | 4 | 2 | 3 | 6623.0 | 1823 | 4800.0 | 0.811 | 2293 | 47 | 0.567 | 0.275 | 6/8/2022 |
| 712656783 | Attrited Customer | 49 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 3 | 4 | 3 | 8136.0 | 2517 | 5619.0 | 0.674 | 2179 | 40 | 0.429 | 0.309 | 3/21/2021 |
| 717483558 | Existing Customer | 42 | M | 3 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 2 | 19156.0 | 1353 | 17803.0 | 1.410 | 3547 | 61 | 0.649 | 0.071 | 4/1/2021 |
| 721440633 | Existing Customer | 55 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 7982.0 | 897 | 7085.0 | 0.778 | 4387 | 71 | 0.511 | 0.112 | 3/15/2021 |
| 738899658 | Attrited Customer | 45 | F | 2 | Graduate | Single | Unknown | Blue | 38 | 6 | 2 | 3 | 3120.0 | 2517 | 603.0 | 0.736 | 2468 | 43 | 0.536 | 0.807 | 10/19/2022 |
| 711423558 | Existing Customer | 60 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 50 | 4 | 1 | 2 | 4606.0 | 0 | 4606.0 | 0.857 | 4181 | 63 | 1.032 | 0.000 | 10/29/2022 |
| 721522533 | Existing Customer | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 2005.0 | 1143 | 862.0 | 0.824 | 4311 | 70 | 0.591 | 0.570 | 1/13/2020 |
| 708558408 | Existing Customer | 50 | M | 3 | High School | Single | $40K - $60K | Blue | 31 | 5 | 3 | 3 | 9949.0 | 1597 | 8352.0 | 0.659 | 3776 | 83 | 0.596 | 0.161 | 9/1/2021 |
| 714727833 | Attrited Customer | 41 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2892.0 | 2517 | 375.0 | 0.777 | 2257 | 48 | 0.714 | 0.870 | 12/17/2020 |
| 714365883 | Existing Customer | 51 | F | 4 | Uneducated | Unknown | Less than $40K | Blue | 40 | 3 | 3 | 4 | 7093.0 | 918 | 6175.0 | 0.560 | 3877 | 75 | 0.744 | 0.129 | 5/28/2021 |
| 715856208 | Existing Customer | 47 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 4 | 3 | 1896.0 | 1119 | 777.0 | 0.671 | 4028 | 76 | 0.767 | 0.590 | 10/13/2019 |
| 708944958 | Existing Customer | 47 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 5 | 2 | 4 | 3569.0 | 1030 | 2539.0 | 1.090 | 4612 | 75 | 0.923 | 0.289 | 9/20/2021 |
| 771516333 | Existing Customer | 41 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 4663.0 | 0 | 4663.0 | 0.892 | 3831 | 81 | 0.761 | 0.000 | 8/2/2020 |
| 772051308 | Existing Customer | 55 | F | 3 | Graduate | Single | Unknown | Blue | 44 | 6 | 6 | 3 | 2553.0 | 1823 | 730.0 | 0.574 | 3853 | 69 | 0.683 | 0.714 | 11/18/2022 |
| 788350908 | Existing Customer | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 31 | 3 | 1 | 3 | 5362.0 | 1110 | 4252.0 | 0.651 | 3548 | 69 | 0.500 | 0.207 | 10/26/2021 |
| 818322033 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 6 | 4 | 2873.0 | 1247 | 1626.0 | 0.889 | 3943 | 80 | 0.702 | 0.434 | 5/31/2022 |
| 716288958 | Existing Customer | 40 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 4 | 3 | 7840.0 | 0 | 7840.0 | 0.726 | 4062 | 71 | 0.578 | 0.000 | 3/19/2019 |
| 712347258 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 2209.0 | 0 | 2209.0 | 0.749 | 4419 | 68 | 0.619 | 0.000 | 2/22/2022 |
| 779072733 | Existing Customer | 36 | F | 2 | College | Married | Less than $40K | Blue | 17 | 5 | 2 | 2 | 1971.0 | 0 | 1971.0 | 0.613 | 4979 | 77 | 0.571 | 0.000 | 6/1/2020 |
| 710003958 | Existing Customer | 48 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1438.3 | 665 | 773.3 | 0.750 | 4100 | 84 | 0.615 | 0.462 | 4/2/2019 |
| 715287708 | Existing Customer | 41 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 6230.0 | 1173 | 5057.0 | 0.607 | 3769 | 77 | 0.540 | 0.188 | 11/4/2020 |
| 708774708 | Existing Customer | 47 | F | 4 | Graduate | Unknown | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 2636.0 | 1589 | 1047.0 | 0.864 | 3858 | 70 | 0.522 | 0.603 | 8/14/2022 |
| 713535033 | Existing Customer | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 22243.0 | 1377 | 20866.0 | 0.567 | 3200 | 91 | 0.717 | 0.062 | 1/11/2019 |
| 719314683 | Existing Customer | 50 | F | 2 | Unknown | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2855.0 | 527 | 2328.0 | 0.678 | 3645 | 69 | 0.605 | 0.185 | 2/12/2020 |
| 789293358 | Existing Customer | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 4 | 7578.0 | 1794 | 5784.0 | 0.620 | 5328 | 78 | 0.625 | 0.237 | 12/28/2020 |
| 787638408 | Existing Customer | 47 | F | 1 | High School | Single | Unknown | Blue | 40 | 5 | 4 | 4 | 8440.0 | 2087 | 6353.0 | 0.804 | 4161 | 74 | 0.644 | 0.247 | 2/20/2019 |
| 715974783 | Existing Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 4186.0 | 0 | 4186.0 | 0.888 | 4590 | 69 | 0.816 | 0.000 | 7/23/2021 |
| 716134533 | Existing Customer | 44 | M | 4 | College | Single | $80K - $120K | Blue | 34 | 4 | 4 | 3 | 22074.0 | 0 | 22074.0 | 1.199 | 4406 | 80 | 0.739 | 0.000 | 5/22/2021 |
| 708834483 | Attrited Customer | 46 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 29 | 1 | 2 | 5 | 17667.0 | 0 | 17667.0 | 0.569 | 1775 | 42 | 0.556 | 0.000 | 8/24/2020 |
| 780168333 | Existing Customer | 39 | M | 4 | Graduate | Married | $120K + | Blue | 28 | 3 | 2 | 3 | 26548.0 | 1829 | 24719.0 | 0.685 | 3450 | 83 | 1.024 | 0.069 | 9/25/2022 |
| 711557508 | Existing Customer | 51 | M | 2 | Graduate | Single | $60K - $80K | Blue | 40 | 4 | 3 | 0 | 3532.0 | 764 | 2768.0 | 0.681 | 4066 | 74 | 0.574 | 0.216 | 1/17/2022 |
| 772506858 | Existing Customer | 45 | F | 4 | High School | Single | Unknown | Blue | 35 | 3 | 4 | 2 | 8795.0 | 2517 | 6278.0 | 0.625 | 4552 | 81 | 0.588 | 0.286 | 11/8/2020 |
| 765692658 | Existing Customer | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 3 | 4 | 2162.0 | 1882 | 280.0 | 0.934 | 3825 | 70 | 0.750 | 0.870 | 6/28/2020 |
| 720598308 | Attrited Customer | 47 | M | 4 | Uneducated | Single | $120K + | Blue | 37 | 3 | 2 | 6 | 34516.0 | 1126 | 33390.0 | 0.575 | 1736 | 35 | 0.400 | 0.033 | 7/5/2021 |
| 709912683 | Existing Customer | 53 | F | 4 | Graduate | Single | Unknown | Gold | 41 | 5 | 1 | 2 | 34516.0 | 2374 | 32142.0 | 0.810 | 4390 | 77 | 0.604 | 0.069 | 3/6/2020 |
| 815353083 | Attrited Customer | 44 | M | 1 | College | Divorced | $80K - $120K | Silver | 39 | 2 | 3 | 2 | 34516.0 | 2361 | 32155.0 | 0.529 | 1853 | 36 | 0.385 | 0.068 | 6/28/2019 |
| 720093333 | Existing Customer | 41 | M | 3 | Post-Graduate | Divorced | $120K + | Blue | 29 | 6 | 1 | 3 | 3491.0 | 2506 | 985.0 | 0.873 | 4855 | 79 | 0.580 | 0.718 | 11/20/2019 |
| 717281658 | Existing Customer | 52 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 3 | 3 | 4 | 6060.0 | 1687 | 4373.0 | 0.563 | 3953 | 65 | 0.711 | 0.278 | 9/26/2021 |
| 765731433 | Existing Customer | 48 | F | 3 | Graduate | Divorced | Unknown | Blue | 41 | 3 | 4 | 3 | 7860.0 | 0 | 7860.0 | 0.598 | 3512 | 76 | 0.617 | 0.000 | 4/8/2021 |
| 712050933 | Attrited Customer | 48 | M | 4 | College | Married | $80K - $120K | Blue | 32 | 5 | 2 | 3 | 25190.0 | 0 | 25190.0 | 0.467 | 1533 | 41 | 0.323 | 0.000 | 4/10/2022 |
| 787361583 | Existing Customer | 50 | M | 4 | College | Divorced | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 13911.0 | 2160 | 11751.0 | 0.730 | 2204 | 60 | 0.667 | 0.155 | 10/14/2021 |
| 709921158 | Existing Customer | 51 | M | 1 | High School | Single | $60K - $80K | Blue | 36 | 6 | 4 | 4 | 2281.0 | 1751 | 530.0 | 0.761 | 4241 | 76 | 0.854 | 0.768 | 8/25/2019 |
| 714781908 | Existing Customer | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 5652.0 | 548 | 5104.0 | 0.647 | 3710 | 70 | 0.458 | 0.097 | 9/28/2020 |
| 717592758 | Attrited Customer | 44 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1606.0 | 1578 | 28.0 | 0.850 | 2418 | 44 | 0.467 | 0.983 | 5/5/2019 |
| 821339433 | Existing Customer | 45 | F | 3 | Graduate | Married | Unknown | Blue | 41 | 5 | 4 | 2 | 2777.0 | 2118 | 659.0 | 1.036 | 4442 | 64 | 0.829 | 0.763 | 12/27/2020 |
| 715174983 | Existing Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 4 | 4 | 2223.0 | 597 | 1626.0 | 0.572 | 3331 | 67 | 0.675 | 0.269 | 1/24/2022 |
| 710863308 | Existing Customer | 48 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 29 | 6 | 1 | 2 | 2916.0 | 1074 | 1842.0 | 0.774 | 4020 | 84 | 0.680 | 0.368 | 4/6/2021 |
| 806824908 | Existing Customer | 45 | M | 2 | Unknown | Married | $120K + | Blue | 40 | 4 | 4 | 4 | 16476.0 | 1374 | 15102.0 | 0.459 | 4717 | 71 | 0.690 | 0.083 | 7/21/2019 |
| 710592933 | Existing Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 9598.0 | 1092 | 8506.0 | 0.600 | 2216 | 54 | 0.588 | 0.114 | 2/5/2021 |
| 771881283 | Existing Customer | 42 | M | 1 | Uneducated | Divorced | $60K - $80K | Blue | 30 | 3 | 2 | 2 | 18570.0 | 1892 | 16678.0 | 0.748 | 4036 | 78 | 0.773 | 0.102 | 9/1/2021 |
| 708687483 | Attrited Customer | 54 | F | 4 | Graduate | Single | Less than $40K | Silver | 36 | 3 | 2 | 3 | 13626.0 | 0 | 13626.0 | 0.411 | 1711 | 30 | 0.250 | 0.000 | 9/24/2020 |
| 719147208 | Existing Customer | 29 | F | 2 | Unknown | Single | Less than $40K | Blue | 21 | 4 | 3 | 2 | 2298.0 | 0 | 2298.0 | 0.776 | 4814 | 88 | 0.630 | 0.000 | 9/21/2021 |
| 709607733 | Existing Customer | 40 | F | 3 | College | Married | Unknown | Blue | 36 | 4 | 2 | 4 | 9191.0 | 1666 | 7525.0 | 0.815 | 4275 | 83 | 0.766 | 0.181 | 8/8/2021 |
| 713184858 | Existing Customer | 58 | F | 2 | High School | Single | Less than $40K | Blue | 50 | 4 | 3 | 4 | 1438.3 | 818 | 620.3 | 0.917 | 4196 | 71 | 1.088 | 0.569 | 4/16/2020 |
| 719929758 | Existing Customer | 50 | F | 1 | Doctorate | Married | Unknown | Blue | 37 | 6 | 4 | 3 | 4181.0 | 0 | 4181.0 | 0.912 | 3057 | 54 | 0.688 | 0.000 | 3/1/2021 |
| 759127158 | Existing Customer | 48 | M | 3 | College | Married | $40K - $60K | Blue | 35 | 3 | 1 | 3 | 2592.0 | 0 | 2592.0 | 0.767 | 4177 | 85 | 0.771 | 0.000 | 8/28/2022 |
| 780717483 | Existing Customer | 51 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 6 | 3 | 3 | 7540.0 | 773 | 6767.0 | 0.688 | 4755 | 58 | 0.706 | 0.103 | 12/17/2021 |
| 708507483 | Existing Customer | 43 | F | 3 | College | Divorced | Less than $40K | Blue | 31 | 6 | 4 | 3 | 1477.0 | 0 | 1477.0 | 0.756 | 4802 | 82 | 0.864 | 0.000 | 8/11/2019 |
| 787617483 | Existing Customer | 58 | F | 0 | Uneducated | Single | Less than $40K | Blue | 48 | 6 | 2 | 4 | 2628.0 | 1542 | 1086.0 | 0.930 | 4335 | 76 | 0.727 | 0.587 | 12/13/2019 |
| 816608808 | Existing Customer | 46 | M | 1 | Graduate | Single | $80K - $120K | Blue | 41 | 4 | 2 | 3 | 8916.0 | 0 | 8916.0 | 0.631 | 2773 | 62 | 0.676 | 0.000 | 12/16/2022 |
| 716727258 | Existing Customer | 52 | F | 1 | Post-Graduate | Married | Unknown | Blue | 42 | 5 | 1 | 2 | 1481.0 | 0 | 1481.0 | 0.698 | 4435 | 67 | 0.718 | 0.000 | 4/30/2022 |
| 813890883 | Existing Customer | 44 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 39 | 4 | 2 | 1 | 1555.0 | 0 | 1555.0 | 0.583 | 3811 | 65 | 0.711 | 0.000 | 5/26/2021 |
| 768256908 | Attrited Customer | 45 | M | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 4 | 8580.0 | 1636 | 6944.0 | 0.393 | 1880 | 37 | 0.233 | 0.191 | 12/29/2019 |
| 811095483 | Existing Customer | 48 | F | 4 | Graduate | Married | $40K - $60K | Silver | 43 | 3 | 1 | 0 | 21163.0 | 2517 | 18646.0 | 0.569 | 1732 | 35 | 0.458 | 0.119 | 12/8/2020 |
| 720168558 | Existing Customer | 39 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2936.0 | 0 | 2936.0 | 0.842 | 4876 | 74 | 0.542 | 0.000 | 6/20/2021 |
| 719309133 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 51 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.798 | 3877 | 70 | 0.556 | 0.000 | 2/15/2021 |
| 721451208 | Attrited Customer | 54 | M | 2 | Graduate | Single | $60K - $80K | Silver | 45 | 2 | 3 | 2 | 30540.0 | 0 | 30540.0 | 0.602 | 1980 | 36 | 0.800 | 0.000 | 9/2/2021 |
| 772879158 | Existing Customer | 47 | M | 5 | High School | Married | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 7357.0 | 1069 | 6288.0 | 0.770 | 3943 | 64 | 0.641 | 0.145 | 4/26/2019 |
| 712934583 | Existing Customer | 44 | F | 4 | Uneducated | Married | Less than $40K | Silver | 36 | 6 | 3 | 0 | 11879.0 | 0 | 11879.0 | 0.735 | 3490 | 62 | 0.938 | 0.000 | 1/20/2021 |
| 710088483 | Existing Customer | 52 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 4 | 1 | 3 | 21877.0 | 1073 | 20804.0 | 0.908 | 3283 | 56 | 1.000 | 0.049 | 4/22/2019 |
| 753534633 | Existing Customer | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 35 | 4 | 3 | 3 | 7255.0 | 0 | 7255.0 | 0.900 | 3148 | 62 | 0.824 | 0.000 | 5/20/2022 |
| 710932683 | Existing Customer | 55 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 6394.0 | 0 | 6394.0 | 0.656 | 3470 | 69 | 0.917 | 0.000 | 2/8/2021 |
| 714751158 | Attrited Customer | 49 | M | 2 | High School | Divorced | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 34516.0 | 2517 | 31999.0 | 0.376 | 1789 | 48 | 0.455 | 0.073 | 9/29/2019 |
| 718109808 | Existing Customer | 38 | M | 5 | College | Single | $60K - $80K | Blue | 25 | 4 | 3 | 0 | 5597.0 | 1118 | 4479.0 | 0.753 | 4599 | 89 | 0.648 | 0.200 | 3/8/2022 |
| 713227233 | Existing Customer | 42 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 4 | 2 | 2 | 32535.0 | 0 | 32535.0 | 0.792 | 4374 | 79 | 0.795 | 0.000 | 3/3/2019 |
| 718342158 | Attrited Customer | 38 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 2 | 2 | 2 | 4391.0 | 1933 | 2458.0 | 0.579 | 1849 | 36 | 0.385 | 0.440 | 3/28/2020 |
| 804606033 | Existing Customer | 46 | M | 4 | High School | Unknown | $40K - $60K | Blue | 41 | 6 | 1 | 2 | 8738.0 | 1172 | 7566.0 | 0.650 | 3121 | 60 | 0.395 | 0.134 | 7/11/2022 |
| 720755658 | Existing Customer | 42 | F | 2 | Doctorate | Married | Less than $40K | Blue | 32 | 6 | 6 | 0 | 1592.0 | 0 | 1592.0 | 0.745 | 4172 | 70 | 0.750 | 0.000 | 10/23/2021 |
| 711795633 | Existing Customer | 65 | M | 0 | Doctorate | Single | Less than $40K | Blue | 52 | 3 | 3 | 4 | 3675.0 | 0 | 3675.0 | 0.664 | 3798 | 53 | 0.472 | 0.000 | 11/6/2019 |
| 716654808 | Attrited Customer | 48 | M | 4 | High School | Single | $120K + | Blue | 39 | 3 | 4 | 4 | 24593.0 | 0 | 24593.0 | 0.777 | 2084 | 31 | 0.550 | 0.000 | 2/26/2020 |
| 817616433 | Existing Customer | 55 | F | 2 | College | Unknown | Unknown | Blue | 41 | 6 | 2 | 2 | 7613.0 | 0 | 7613.0 | 0.680 | 4268 | 69 | 0.725 | 0.000 | 11/14/2020 |
| 716390958 | Attrited Customer | 45 | M | 4 | Unknown | Married | $120K + | Blue | 31 | 1 | 4 | 3 | 26107.0 | 0 | 26107.0 | 0.550 | 1697 | 47 | 0.424 | 0.000 | 10/17/2022 |
| 716564433 | Attrited Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 4287.0 | 0 | 4287.0 | 0.294 | 1635 | 41 | 0.242 | 0.000 | 3/31/2020 |
| 719530158 | Existing Customer | 57 | M | 1 | Graduate | Single | $60K - $80K | Blue | 44 | 3 | 3 | 2 | 9843.0 | 1273 | 8570.0 | 0.563 | 3677 | 66 | 0.571 | 0.129 | 8/31/2021 |
| 710621283 | Existing Customer | 50 | M | 2 | High School | Married | $60K - $80K | Blue | 32 | 3 | 1 | 3 | 10733.0 | 783 | 9950.0 | 0.732 | 3910 | 66 | 0.650 | 0.073 | 12/23/2019 |
| 716714733 | Existing Customer | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 3 | 2 | 0 | 3460.0 | 955 | 2505.0 | 0.644 | 3642 | 69 | 0.769 | 0.276 | 3/20/2020 |
| 720921408 | Existing Customer | 46 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 4 | 1996.0 | 1544 | 452.0 | 0.919 | 3760 | 69 | 0.683 | 0.774 | 5/1/2019 |
| 789185508 | Existing Customer | 49 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 5 | 2 | 1 | 5536.0 | 756 | 4780.0 | 0.635 | 3918 | 70 | 0.628 | 0.137 | 11/3/2021 |
| 807014583 | Existing Customer | 31 | F | 0 | Graduate | Divorced | Unknown | Blue | 26 | 3 | 3 | 3 | 1469.0 | 0 | 1469.0 | 0.915 | 4331 | 89 | 0.935 | 0.000 | 7/9/2021 |
| 721388283 | Existing Customer | 54 | M | 2 | Post-Graduate | Single | $120K + | Blue | 45 | 3 | 1 | 4 | 5597.0 | 0 | 5597.0 | 0.596 | 4844 | 58 | 0.871 | 0.000 | 8/6/2019 |
| 716022258 | Attrited Customer | 51 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8960.0 | 2222 | 6738.0 | 0.382 | 1853 | 40 | 0.333 | 0.248 | 12/27/2022 |
| 789362058 | Existing Customer | 52 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 42 | 3 | 2 | 0 | 5693.0 | 0 | 5693.0 | 0.928 | 4003 | 64 | 0.684 | 0.000 | 9/30/2021 |
| 771460158 | Existing Customer | 43 | M | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 1 | 2 | 4098.0 | 1776 | 2322.0 | 0.673 | 3939 | 84 | 0.647 | 0.433 | 1/5/2022 |
| 714147858 | Existing Customer | 44 | M | 3 | High School | Single | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 18358.0 | 1044 | 17314.0 | 0.524 | 3920 | 85 | 0.491 | 0.057 | 12/14/2021 |
| 708394908 | Existing Customer | 44 | M | 0 | High School | Single | $40K - $60K | Blue | 33 | 5 | 1 | 3 | 2337.0 | 1442 | 895.0 | 0.659 | 3945 | 65 | 0.548 | 0.617 | 1/16/2021 |
| 778433283 | Attrited Customer | 51 | M | 3 | High School | Married | $60K - $80K | Blue | 31 | 3 | 3 | 3 | 8989.0 | 0 | 8989.0 | 0.470 | 2031 | 53 | 1.038 | 0.000 | 11/29/2019 |
| 720637008 | Existing Customer | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2124.0 | 1426 | 698.0 | 0.966 | 3210 | 52 | 0.733 | 0.671 | 11/20/2021 |
| 716877258 | Existing Customer | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 48 | 4 | 3 | 2 | 3968.0 | 1374 | 2594.0 | 0.703 | 4641 | 65 | 0.711 | 0.346 | 7/24/2021 |
| 812973708 | Existing Customer | 42 | M | 3 | High School | Unknown | $40K - $60K | Blue | 37 | 6 | 2 | 4 | 2793.0 | 1661 | 1132.0 | 1.117 | 3247 | 69 | 0.865 | 0.595 | 11/2/2019 |
| 788760633 | Existing Customer | 53 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 33 | 4 | 2 | 2 | 13513.0 | 1495 | 12018.0 | 0.505 | 3503 | 68 | 0.511 | 0.111 | 7/7/2021 |
| 718602708 | Existing Customer | 43 | M | 3 | Graduate | Single | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 16351.0 | 1541 | 14810.0 | 0.763 | 3475 | 82 | 0.673 | 0.094 | 1/15/2021 |
| 712365483 | Existing Customer | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 43 | 5 | 2 | 4 | 9619.0 | 1731 | 7888.0 | 0.712 | 3690 | 76 | 0.520 | 0.180 | 4/29/2022 |
| 789154833 | Existing Customer | 56 | M | 3 | High School | Single | $80K - $120K | Blue | 44 | 5 | 2 | 0 | 19030.0 | 912 | 18118.0 | 0.894 | 4137 | 72 | 0.532 | 0.048 | 9/5/2019 |
| 715849983 | Existing Customer | 44 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2107.0 | 0 | 2107.0 | 0.975 | 4007 | 82 | 0.952 | 0.000 | 6/13/2020 |
| 780336258 | Existing Customer | 55 | F | 1 | Graduate | Single | Less than $40K | Blue | 42 | 6 | 3 | 2 | 2517.0 | 1257 | 1260.0 | 0.834 | 4528 | 75 | 0.786 | 0.499 | 5/22/2020 |
| 716567433 | Existing Customer | 41 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 3179.0 | 1229 | 1950.0 | 0.781 | 4337 | 82 | 1.050 | 0.387 | 5/12/2020 |
| 713057658 | Existing Customer | 48 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 4 | 3968.0 | 935 | 3033.0 | 0.649 | 4128 | 72 | 0.674 | 0.236 | 11/12/2020 |
| 718191483 | Existing Customer | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 5065.0 | 1362 | 3703.0 | 0.680 | 3555 | 75 | 0.471 | 0.269 | 6/10/2020 |
| 811527933 | Attrited Customer | 65 | F | 0 | College | Single | Less than $40K | Silver | 56 | 3 | 4 | 3 | 10885.0 | 1758 | 9127.0 | 0.800 | 2291 | 39 | 0.773 | 0.162 | 4/11/2021 |
| 778617708 | Attrited Customer | 46 | M | 3 | College | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 1438.3 | 864 | 574.3 | 0.766 | 2299 | 40 | 0.481 | 0.601 | 9/25/2022 |
| 785055108 | Existing Customer | 52 | M | 0 | Graduate | Single | $60K - $80K | Blue | 46 | 4 | 2 | 4 | 10817.0 | 1142 | 9675.0 | 0.722 | 3889 | 60 | 0.818 | 0.106 | 8/21/2022 |
| 822961533 | Existing Customer | 65 | F | 0 | College | Divorced | Unknown | Blue | 56 | 5 | 2 | 3 | 13666.0 | 0 | 13666.0 | 0.808 | 3998 | 70 | 1.000 | 0.000 | 12/1/2020 |
| 709124883 | Existing Customer | 49 | M | 3 | College | Married | $80K - $120K | Blue | 37 | 5 | 1 | 2 | 2149.0 | 1796 | 353.0 | 0.628 | 5228 | 93 | 0.661 | 0.836 | 3/24/2020 |
| 772574283 | Attrited Customer | 50 | F | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 3 | 1 | 4 | 7191.0 | 0 | 7191.0 | 0.565 | 1654 | 30 | 0.579 | 0.000 | 10/10/2021 |
| 761240358 | Existing Customer | 52 | F | 2 | Unknown | Single | Less than $40K | Blue | 45 | 5 | 2 | 2 | 2155.0 | 1219 | 936.0 | 0.805 | 4295 | 77 | 0.791 | 0.566 | 9/25/2019 |
| 708469533 | Existing Customer | 42 | F | 3 | Unknown | Married | Unknown | Blue | 34 | 6 | 3 | 2 | 5395.0 | 1439 | 3956.0 | 0.781 | 3523 | 79 | 0.717 | 0.267 | 1/17/2022 |
| 769927533 | Existing Customer | 50 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 4 | 2 | 1 | 3222.0 | 1422 | 1800.0 | 0.662 | 4613 | 72 | 0.600 | 0.441 | 8/11/2022 |
| 718545033 | Existing Customer | 27 | F | 0 | Graduate | Married | Less than $40K | Blue | 17 | 4 | 2 | 2 | 2042.0 | 1567 | 475.0 | 0.744 | 5146 | 78 | 0.733 | 0.767 | 3/1/2021 |
| 714972558 | Attrited Customer | 37 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 0 | 1610.0 | 0 | 1610.0 | 0.889 | 2729 | 45 | 0.406 | 0.000 | 7/9/2022 |
| 772204758 | Existing Customer | 42 | F | 2 | Post-Graduate | Unknown | Less than $40K | Blue | 31 | 3 | 2 | 2 | 3809.0 | 1165 | 2644.0 | 0.634 | 2306 | 46 | 0.643 | 0.306 | 7/11/2022 |
| 709039533 | Existing Customer | 43 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 24 | 6 | 1 | 4 | 5544.0 | 1095 | 4449.0 | 0.572 | 3829 | 55 | 0.964 | 0.198 | 7/31/2020 |
| 716492583 | Existing Customer | 37 | F | 1 | Uneducated | Single | Less than $40K | Blue | 28 | 6 | 3 | 4 | 2388.0 | 1708 | 680.0 | 0.903 | 4539 | 89 | 0.745 | 0.715 | 6/3/2019 |
| 766381908 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 42 | 4 | 1 | 4 | 2473.0 | 1263 | 1210.0 | 0.710 | 4597 | 80 | 0.600 | 0.511 | 1/2/2019 |
| 719109783 | Existing Customer | 42 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 13103.0 | 1809 | 11294.0 | 0.724 | 4323 | 72 | 0.500 | 0.138 | 10/13/2021 |
| 796236258 | Existing Customer | 48 | F | 5 | High School | Single | $40K - $60K | Blue | 42 | 5 | 1 | 2 | 2465.0 | 1128 | 1337.0 | 0.613 | 4030 | 86 | 0.483 | 0.458 | 1/8/2019 |
| 709700058 | Existing Customer | 52 | F | 2 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 2 | 2 | 6081.0 | 989 | 5092.0 | 1.222 | 4451 | 70 | 0.429 | 0.163 | 10/1/2019 |
| 716905158 | Existing Customer | 45 | M | 2 | Unknown | Single | $60K - $80K | Blue | 30 | 3 | 1 | 3 | 21815.0 | 0 | 21815.0 | 0.807 | 3904 | 72 | 1.118 | 0.000 | 6/19/2020 |
| 718851783 | Existing Customer | 49 | M | 1 | High School | Married | $80K - $120K | Silver | 37 | 4 | 3 | 2 | 34516.0 | 2386 | 32130.0 | 0.698 | 3924 | 65 | 0.512 | 0.069 | 3/16/2020 |
| 709709283 | Attrited Customer | 38 | M | 3 | College | Single | $40K - $60K | Blue | 19 | 1 | 2 | 4 | 3458.0 | 321 | 3137.0 | 0.586 | 2256 | 40 | 0.290 | 0.093 | 9/4/2021 |
| 711993258 | Existing Customer | 50 | F | 0 | High School | Single | $40K - $60K | Blue | 39 | 5 | 3 | 2 | 8264.0 | 2057 | 6207.0 | 0.821 | 4240 | 73 | 0.587 | 0.249 | 10/28/2019 |
| 780105483 | Attrited Customer | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 50 | 3 | 4 | 4 | 1697.0 | 377 | 1320.0 | 1.048 | 2799 | 49 | 0.485 | 0.222 | 10/13/2022 |
| 718350033 | Existing Customer | 50 | M | 3 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 3069.0 | 1881 | 1188.0 | 1.111 | 2909 | 58 | 1.522 | 0.613 | 10/7/2020 |
| 715294083 | Attrited Customer | 46 | M | 2 | College | Single | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 10309.0 | 0 | 10309.0 | 0.451 | 1760 | 40 | 0.600 | 0.000 | 2/14/2020 |
| 710905908 | Existing Customer | 43 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 4983.0 | 1355 | 3628.0 | 0.660 | 1939 | 30 | 0.500 | 0.272 | 7/1/2019 |
| 721387008 | Existing Customer | 42 | M | 4 | Graduate | Married | $120K + | Blue | 24 | 3 | 2 | 3 | 3103.0 | 1783 | 1320.0 | 0.479 | 4792 | 69 | 0.643 | 0.575 | 12/13/2019 |
| 715411608 | Existing Customer | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1663.0 | 1112 | 551.0 | 0.588 | 2978 | 61 | 0.906 | 0.669 | 1/23/2021 |
| 710598408 | Existing Customer | 55 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 2695.0 | 0 | 2695.0 | 0.816 | 4557 | 94 | 0.843 | 0.000 | 9/12/2021 |
| 718521258 | Existing Customer | 50 | F | 4 | Post-Graduate | Married | Unknown | Blue | 41 | 6 | 3 | 4 | 18178.0 | 0 | 18178.0 | 0.744 | 3445 | 76 | 0.767 | 0.000 | 10/18/2022 |
| 713138433 | Existing Customer | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 42 | 4 | 2 | 3 | 14782.0 | 1020 | 13762.0 | 0.683 | 3206 | 54 | 0.800 | 0.069 | 6/10/2021 |
| 718819158 | Existing Customer | 54 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 41 | 3 | 1 | 3 | 2488.0 | 2196 | 292.0 | 0.733 | 4361 | 75 | 0.630 | 0.883 | 8/3/2022 |
| 718871358 | Existing Customer | 45 | F | 2 | Graduate | Single | Unknown | Blue | 36 | 4 | 1 | 1 | 1785.0 | 0 | 1785.0 | 0.649 | 4964 | 82 | 0.907 | 0.000 | 9/29/2019 |
| 720186258 | Existing Customer | 45 | F | 4 | High School | Divorced | $40K - $60K | Blue | 31 | 5 | 2 | 4 | 4701.0 | 1170 | 3531.0 | 0.547 | 4136 | 77 | 0.604 | 0.249 | 8/14/2022 |
| 710197308 | Existing Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 0 | 1438.3 | 0 | 1438.3 | 1.017 | 4089 | 73 | 0.872 | 0.000 | 2/21/2021 |
| 817086783 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 3 | 2 | 2826.0 | 2162 | 664.0 | 0.924 | 2005 | 32 | 0.684 | 0.765 | 1/25/2019 |
| 749211483 | Existing Customer | 52 | F | 0 | College | Married | $40K - $60K | Blue | 45 | 4 | 2 | 1 | 4597.0 | 1905 | 2692.0 | 0.906 | 4932 | 67 | 0.914 | 0.414 | 11/14/2020 |
| 789749433 | Existing Customer | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 21 | 5 | 3 | 2 | 2591.0 | 2340 | 251.0 | 0.608 | 4730 | 82 | 0.708 | 0.903 | 2/6/2020 |
| 715082133 | Existing Customer | 40 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2494.0 | 1492 | 1002.0 | 0.744 | 3407 | 61 | 0.694 | 0.598 | 10/9/2019 |
| 714946908 | Existing Customer | 61 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 5039.0 | 1352 | 3687.0 | 0.797 | 3300 | 68 | 0.545 | 0.268 | 11/12/2020 |
| 716711433 | Attrited Customer | 48 | M | 5 | High School | Married | $40K - $60K | Blue | 39 | 3 | 3 | 1 | 7897.0 | 157 | 7740.0 | 0.699 | 2270 | 46 | 0.394 | 0.020 | 9/16/2021 |
| 712429458 | Existing Customer | 50 | M | 2 | Graduate | Unknown | $60K - $80K | Blue | 38 | 5 | 3 | 3 | 4772.0 | 1770 | 3002.0 | 0.545 | 4054 | 72 | 0.674 | 0.371 | 7/26/2020 |
| 708406083 | Existing Customer | 35 | F | 0 | Unknown | Married | Less than $40K | Blue | 24 | 5 | 3 | 1 | 3436.0 | 2493 | 943.0 | 0.824 | 5211 | 90 | 0.765 | 0.726 | 8/25/2019 |
| 720029508 | Existing Customer | 50 | F | 1 | Graduate | Single | $40K - $60K | Blue | 37 | 3 | 1 | 0 | 12064.0 | 1312 | 10752.0 | 0.462 | 4100 | 67 | 0.675 | 0.109 | 2/4/2021 |
| 709227033 | Existing Customer | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 46 | 5 | 2 | 3 | 9065.0 | 1548 | 7517.0 | 0.872 | 4030 | 73 | 0.780 | 0.171 | 11/24/2021 |
| 720846558 | Existing Customer | 49 | M | 1 | Unknown | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.665 | 2512 | 45 | 0.324 | 0.000 | 10/23/2020 |
| 716475183 | Existing Customer | 45 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 10290.0 | 753 | 9537.0 | 0.858 | 4326 | 81 | 0.761 | 0.073 | 7/29/2019 |
| 714296358 | Existing Customer | 52 | F | 2 | College | Unknown | Less than $40K | Blue | 44 | 4 | 1 | 3 | 3433.0 | 2486 | 947.0 | 0.838 | 4831 | 78 | 0.529 | 0.724 | 12/4/2022 |
| 719998233 | Existing Customer | 40 | M | 3 | Unknown | Married | $120K + | Silver | 30 | 6 | 3 | 2 | 34516.0 | 964 | 33552.0 | 0.521 | 2922 | 71 | 0.775 | 0.028 | 3/18/2022 |
| 719217483 | Existing Customer | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3240.0 | 1775 | 1465.0 | 0.754 | 4200 | 67 | 0.675 | 0.548 | 9/2/2022 |
| 720479058 | Existing Customer | 50 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 39 | 4 | 2 | 2 | 1438.3 | 851 | 587.3 | 0.983 | 4379 | 64 | 0.829 | 0.592 | 3/25/2021 |
| 779192283 | Existing Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Blue | 39 | 3 | 1 | 2 | 6462.0 | 2517 | 3945.0 | 0.842 | 4156 | 77 | 0.833 | 0.390 | 6/23/2022 |
| 716385033 | Existing Customer | 60 | F | 1 | Graduate | Single | Unknown | Blue | 36 | 6 | 1 | 3 | 4408.0 | 1201 | 3207.0 | 0.770 | 4157 | 71 | 0.651 | 0.272 | 9/26/2021 |
| 711588708 | Attrited Customer | 50 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 1438.3 | 458 | 980.3 | 0.613 | 1863 | 42 | 0.312 | 0.318 | 10/29/2022 |
| 714492783 | Attrited Customer | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.346 | 1517 | 38 | 0.407 | 0.000 | 10/14/2019 |
| 709192233 | Attrited Customer | 50 | F | 2 | Unknown | Married | Unknown | Blue | 39 | 3 | 2 | 1 | 1773.0 | 0 | 1773.0 | 0.228 | 1764 | 30 | 0.111 | 0.000 | 7/3/2021 |
| 797998158 | Existing Customer | 52 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 1 | 2 | 4555.0 | 0 | 4555.0 | 1.031 | 3646 | 66 | 1.200 | 0.000 | 9/14/2020 |
| 714021183 | Existing Customer | 54 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 30666.0 | 1046 | 29620.0 | 0.801 | 3709 | 66 | 0.886 | 0.034 | 1/11/2021 |
| 780710433 | Existing Customer | 53 | M | 2 | College | Single | $80K - $120K | Blue | 42 | 4 | 2 | 2 | 1575.0 | 0 | 1575.0 | 1.320 | 4241 | 77 | 0.974 | 0.000 | 3/17/2019 |
| 780068283 | Existing Customer | 53 | M | 1 | Graduate | Single | $120K + | Blue | 38 | 4 | 3 | 3 | 1891.0 | 922 | 969.0 | 0.812 | 3822 | 69 | 0.533 | 0.488 | 12/27/2020 |
| 719930658 | Existing Customer | 40 | M | 4 | Uneducated | Married | $120K + | Blue | 24 | 4 | 2 | 2 | 16634.0 | 1946 | 14688.0 | 0.926 | 3455 | 72 | 1.000 | 0.117 | 11/2/2019 |
| 755593983 | Existing Customer | 50 | F | 1 | Graduate | Married | Unknown | Blue | 43 | 6 | 1 | 2 | 7985.0 | 0 | 7985.0 | 1.032 | 3873 | 72 | 0.674 | 0.000 | 4/7/2019 |
| 770938533 | Existing Customer | 45 | M | 1 | College | Unknown | $120K + | Blue | 32 | 3 | 1 | 3 | 3304.0 | 1370 | 1934.0 | 0.954 | 3914 | 70 | 0.667 | 0.415 | 5/2/2022 |
| 714121083 | Existing Customer | 40 | F | 3 | Graduate | Married | $40K - $60K | Blue | 20 | 5 | 2 | 2 | 6247.0 | 1508 | 4739.0 | 1.010 | 5158 | 68 | 0.447 | 0.241 | 7/22/2021 |
| 779210283 | Existing Customer | 36 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 25 | 6 | 2 | 4 | 3645.0 | 2517 | 1128.0 | 0.749 | 4142 | 74 | 0.644 | 0.691 | 6/29/2021 |
| 709739283 | Existing Customer | 62 | M | 0 | High School | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 21329.0 | 2119 | 19210.0 | 0.644 | 4206 | 75 | 1.027 | 0.099 | 9/22/2020 |
| 716230158 | Existing Customer | 35 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 1 | 4 | 7234.0 | 2000 | 5234.0 | 0.754 | 4272 | 83 | 0.596 | 0.276 | 6/4/2021 |
| 708724908 | Existing Customer | 47 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 4 | 2 | 3 | 2262.0 | 0 | 2262.0 | 0.806 | 4113 | 83 | 0.627 | 0.000 | 3/12/2020 |
| 789025083 | Existing Customer | 40 | M | 4 | Unknown | Unknown | Less than $40K | Blue | 27 | 5 | 3 | 0 | 1438.3 | 860 | 578.3 | 0.790 | 4655 | 82 | 0.864 | 0.598 | 11/22/2021 |
| 713804058 | Existing Customer | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4187.0 | 2199 | 1988.0 | 0.908 | 4647 | 81 | 0.884 | 0.525 | 8/4/2020 |
| 718791708 | Attrited Customer | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 32 | 1 | 2 | 4 | 16362.0 | 2268 | 14094.0 | 0.841 | 2228 | 37 | 0.850 | 0.139 | 11/17/2022 |
| 785529708 | Existing Customer | 59 | M | 1 | Graduate | Single | $120K + | Blue | 53 | 6 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.711 | 4333 | 70 | 0.628 | 0.000 | 8/17/2020 |
| 794528283 | Existing Customer | 44 | M | 4 | College | Married | $60K - $80K | Blue | 28 | 4 | 2 | 2 | 2748.0 | 878 | 1870.0 | 0.633 | 3383 | 67 | 0.558 | 0.320 | 12/14/2020 |
| 794856033 | Existing Customer | 38 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 5242.0 | 470 | 4772.0 | 0.805 | 4306 | 77 | 0.604 | 0.090 | 7/28/2019 |
| 712939533 | Existing Customer | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 35 | 4 | 3 | 0 | 21585.0 | 986 | 20599.0 | 0.631 | 3789 | 70 | 0.750 | 0.046 | 3/4/2022 |
| 708178608 | Existing Customer | 31 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 4 | 2 | 2 | 2488.0 | 0 | 2488.0 | 1.050 | 4226 | 73 | 0.521 | 0.000 | 9/6/2019 |
| 716556258 | Existing Customer | 50 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 6 | 1 | 3 | 9966.0 | 0 | 9966.0 | 0.966 | 4401 | 60 | 1.069 | 0.000 | 5/8/2020 |
| 708404883 | Existing Customer | 45 | F | 2 | High School | Single | Unknown | Blue | 37 | 4 | 2 | 4 | 27804.0 | 0 | 27804.0 | 1.301 | 2761 | 57 | 0.966 | 0.000 | 1/21/2022 |
| 709742958 | Existing Customer | 45 | M | 5 | High School | Married | $60K - $80K | Blue | 37 | 3 | 1 | 3 | 15626.0 | 1148 | 14478.0 | 1.028 | 3386 | 65 | 0.711 | 0.073 | 12/10/2020 |
| 772695033 | Attrited Customer | 47 | M | 5 | High School | Single | $80K - $120K | Blue | 37 | 3 | 4 | 4 | 18800.0 | 2517 | 16283.0 | 0.482 | 1575 | 23 | 0.211 | 0.134 | 3/16/2022 |
| 714850158 | Existing Customer | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 1963.0 | 1516 | 447.0 | 0.872 | 4150 | 75 | 0.744 | 0.772 | 1/2/2019 |
| 708831858 | Attrited Customer | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 3 | 4 | 4579.0 | 1506 | 3073.0 | 0.443 | 1915 | 44 | 0.375 | 0.329 | 10/25/2019 |
| 718076733 | Existing Customer | 43 | M | 1 | Graduate | Single | $60K - $80K | Silver | 31 | 4 | 3 | 3 | 25824.0 | 1170 | 24654.0 | 0.684 | 3101 | 73 | 0.780 | 0.045 | 2/19/2021 |
| 714336333 | Existing Customer | 48 | M | 4 | Doctorate | Unknown | $80K - $120K | Blue | 40 | 3 | 2 | 2 | 3429.0 | 1268 | 2161.0 | 0.703 | 4422 | 64 | 1.783 | 0.370 | 4/30/2021 |
| 780006783 | Attrited Customer | 59 | M | 1 | Uneducated | Single | $40K - $60K | Silver | 49 | 3 | 2 | 2 | 15809.0 | 0 | 15809.0 | 0.992 | 3109 | 48 | 0.412 | 0.000 | 6/11/2022 |
| 779741883 | Existing Customer | 47 | F | 2 | Unknown | Single | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2493.0 | 831 | 1662.0 | 0.581 | 4274 | 68 | 0.581 | 0.333 | 4/22/2019 |
| 780657708 | Existing Customer | 48 | M | 2 | Unknown | Married | $80K - $120K | Blue | 37 | 4 | 3 | 3 | 6593.0 | 0 | 6593.0 | 0.667 | 3520 | 69 | 0.769 | 0.000 | 2/25/2021 |
| 771342183 | Attrited Customer | 53 | F | 3 | Graduate | Single | $40K - $60K | Blue | 40 | 6 | 3 | 2 | 1625.0 | 0 | 1625.0 | 0.689 | 2314 | 43 | 0.433 | 0.000 | 3/27/2020 |
| 712901283 | Attrited Customer | 53 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 2121.0 | 0 | 2121.0 | 0.618 | 1464 | 32 | 0.778 | 0.000 | 10/22/2022 |
| 802101858 | Existing Customer | 40 | F | 2 | Unknown | Married | Less than $40K | Blue | 34 | 3 | 3 | 3 | 4757.0 | 1978 | 2779.0 | 0.959 | 4220 | 71 | 0.775 | 0.416 | 10/25/2019 |
| 718473558 | Attrited Customer | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 18 | 5 | 3 | 4 | 8668.0 | 0 | 8668.0 | 0.275 | 1402 | 38 | 0.310 | 0.000 | 12/5/2019 |
| 743590608 | Existing Customer | 50 | M | 2 | High School | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 21869.0 | 950 | 20919.0 | 0.866 | 4233 | 71 | 0.775 | 0.043 | 12/12/2021 |
| 720146733 | Existing Customer | 45 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 34 | 5 | 4 | 2 | 2480.0 | 1890 | 590.0 | 0.652 | 4114 | 66 | 0.737 | 0.762 | 8/2/2019 |
| 788252358 | Existing Customer | 49 | M | 3 | High School | Single | $60K - $80K | Blue | 40 | 3 | 4 | 2 | 8190.0 | 1716 | 6474.0 | 0.781 | 3529 | 84 | 0.787 | 0.210 | 7/21/2022 |
| 717740658 | Existing Customer | 55 | F | 2 | College | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 1850.0 | 942 | 908.0 | 0.757 | 4134 | 78 | 0.625 | 0.509 | 1/21/2021 |
| 714567708 | Existing Customer | 46 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2483.0 | 2049 | 434.0 | 0.690 | 4421 | 74 | 0.510 | 0.825 | 11/2/2019 |
| 711208083 | Existing Customer | 40 | F | 4 | Unknown | Married | Less than $40K | Blue | 30 | 6 | 3 | 2 | 2925.0 | 1447 | 1478.0 | 0.563 | 4455 | 77 | 0.604 | 0.495 | 12/31/2019 |
| 709708233 | Attrited Customer | 49 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 3 | 4 | 2 | 7066.0 | 0 | 7066.0 | 0.479 | 1695 | 38 | 0.310 | 0.000 | 6/12/2019 |
| 709957158 | Existing Customer | 48 | M | 4 | High School | Married | $40K - $60K | Blue | 40 | 5 | 1 | 2 | 2514.0 | 2251 | 263.0 | 0.852 | 3942 | 65 | 0.625 | 0.895 | 1/2/2020 |
| 828288333 | Existing Customer | 50 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 46 | 4 | 1 | 3 | 3640.0 | 659 | 2981.0 | 0.938 | 3756 | 70 | 0.842 | 0.181 | 8/20/2021 |
| 709178733 | Attrited Customer | 50 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 5527.0 | 1120 | 4407.0 | 0.442 | 2281 | 37 | 0.480 | 0.203 | 9/18/2021 |
| 721325133 | Existing Customer | 45 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 31625.0 | 0 | 31625.0 | 0.559 | 4503 | 77 | 0.674 | 0.000 | 5/8/2022 |
| 816606333 | Existing Customer | 57 | M | 2 | High School | Single | $80K - $120K | Blue | 52 | 6 | 3 | 4 | 32409.0 | 0 | 32409.0 | 0.943 | 4218 | 66 | 0.571 | 0.000 | 6/30/2019 |
| 720454158 | Existing Customer | 44 | M | 2 | Unknown | Single | $60K - $80K | Blue | 30 | 6 | 2 | 2 | 9827.0 | 600 | 9227.0 | 0.477 | 2840 | 63 | 0.537 | 0.061 | 7/26/2020 |
| 717444558 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 1 | 3 | 2623.0 | 1714 | 909.0 | 0.807 | 5237 | 76 | 0.810 | 0.653 | 12/6/2022 |
| 816756783 | Existing Customer | 42 | M | 2 | High School | Unknown | $40K - $60K | Blue | 37 | 6 | 2 | 3 | 2993.0 | 2249 | 744.0 | 0.863 | 4106 | 81 | 0.528 | 0.751 | 7/2/2020 |
| 715474833 | Existing Customer | 37 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 12944.0 | 1399 | 11545.0 | 0.507 | 4389 | 84 | 0.680 | 0.108 | 1/9/2022 |
| 718271958 | Existing Customer | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 34 | 5 | 1 | 4 | 6401.0 | 1471 | 4930.0 | 0.655 | 4465 | 63 | 0.703 | 0.230 | 9/21/2021 |
| 708924783 | Existing Customer | 43 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 5506.0 | 2129 | 3377.0 | 0.705 | 4024 | 62 | 0.550 | 0.387 | 2/27/2019 |
| 717669483 | Existing Customer | 52 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 3 | 3 | 1 | 34516.0 | 0 | 34516.0 | 0.551 | 1737 | 38 | 0.900 | 0.000 | 10/13/2022 |
| 809360883 | Existing Customer | 46 | M | 4 | College | Single | $60K - $80K | Blue | 41 | 3 | 1 | 1 | 17673.0 | 1783 | 15890.0 | 1.003 | 3160 | 59 | 1.360 | 0.101 | 11/21/2020 |
| 717176508 | Existing Customer | 43 | F | 3 | Unknown | Single | $40K - $60K | Blue | 34 | 5 | 3 | 4 | 2656.0 | 1166 | 1490.0 | 0.586 | 4171 | 80 | 0.818 | 0.439 | 2/11/2021 |
| 711571383 | Existing Customer | 46 | M | 2 | High School | Unknown | Less than $40K | Blue | 37 | 3 | 1 | 1 | 6118.0 | 1092 | 5026.0 | 0.757 | 4434 | 81 | 0.620 | 0.178 | 1/26/2019 |
| 713444058 | Existing Customer | 45 | M | 1 | Unknown | Divorced | $40K - $60K | Silver | 31 | 3 | 1 | 1 | 17437.0 | 2225 | 15212.0 | 0.814 | 3381 | 51 | 0.594 | 0.128 | 3/28/2020 |
| 713253858 | Attrited Customer | 50 | F | 1 | College | Married | Unknown | Blue | 37 | 2 | 2 | 3 | 1461.0 | 0 | 1461.0 | 0.563 | 2176 | 40 | 0.379 | 0.000 | 9/8/2019 |
| 719609433 | Existing Customer | 55 | F | 4 | Uneducated | Divorced | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 1965.0 | 1525 | 440.0 | 0.855 | 4671 | 69 | 0.816 | 0.776 | 1/8/2019 |
| 797234508 | Existing Customer | 51 | M | 3 | Unknown | Single | $60K - $80K | Silver | 45 | 3 | 2 | 4 | 30899.0 | 0 | 30899.0 | 0.502 | 1481 | 20 | 0.333 | 0.000 | 6/9/2020 |
| 714537258 | Existing Customer | 48 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 8876.0 | 1132 | 7744.0 | 0.844 | 3779 | 78 | 0.814 | 0.128 | 8/22/2019 |
| 793412958 | Existing Customer | 44 | M | 4 | Unknown | Married | $60K - $80K | Blue | 38 | 3 | 1 | 3 | 2440.0 | 1501 | 939.0 | 0.744 | 4382 | 88 | 0.660 | 0.615 | 12/8/2020 |
| 714680208 | Existing Customer | 50 | F | 1 | High School | Married | Less than $40K | Blue | 45 | 5 | 3 | 4 | 1652.0 | 1318 | 334.0 | 0.593 | 4533 | 69 | 0.533 | 0.798 | 12/19/2022 |
| 715240683 | Existing Customer | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 37 | 3 | 2 | 3 | 15535.0 | 1302 | 14233.0 | 0.461 | 3718 | 66 | 0.610 | 0.084 | 9/15/2021 |
| 803796708 | Attrited Customer | 52 | M | 3 | Uneducated | Unknown | $120K + | Blue | 46 | 2 | 4 | 4 | 13354.0 | 0 | 13354.0 | 0.018 | 1097 | 28 | 0.077 | 0.000 | 11/11/2019 |
| 717368208 | Attrited Customer | 49 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 26723.0 | 0 | 26723.0 | 0.716 | 2138 | 43 | 0.593 | 0.000 | 2/8/2021 |
| 802662858 | Existing Customer | 55 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 49 | 5 | 1 | 4 | 3949.0 | 2024 | 1925.0 | 0.667 | 3495 | 64 | 0.882 | 0.513 | 7/10/2022 |
| 780206958 | Existing Customer | 49 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 3 | 2 | 2 | 5937.0 | 2120 | 3817.0 | 0.654 | 4228 | 70 | 0.750 | 0.357 | 11/4/2021 |
| 779906658 | Existing Customer | 40 | M | 4 | Doctorate | Single | Unknown | Blue | 24 | 3 | 2 | 4 | 18806.0 | 1192 | 17614.0 | 0.745 | 3142 | 62 | 0.824 | 0.063 | 2/26/2022 |
| 772341783 | Attrited Customer | 45 | F | 3 | High School | Single | Unknown | Blue | 35 | 3 | 2 | 6 | 3512.0 | 2517 | 995.0 | 0.597 | 1801 | 48 | 0.548 | 0.717 | 12/27/2021 |
| 711491283 | Existing Customer | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1975.0 | 1264 | 711.0 | 0.671 | 2959 | 63 | 0.800 | 0.640 | 7/10/2021 |
| 720211533 | Existing Customer | 41 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 2 | 3 | 2888.0 | 821 | 2067.0 | 0.931 | 4713 | 77 | 1.026 | 0.284 | 2/16/2019 |
| 715409733 | Attrited Customer | 47 | F | 4 | College | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2263.0 | 0 | 2263.0 | 0.752 | 2385 | 33 | 0.375 | 0.000 | 3/13/2020 |
| 710974308 | Existing Customer | 38 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 26792.0 | 1671 | 25121.0 | 0.938 | 3587 | 66 | 0.571 | 0.062 | 9/28/2019 |
| 715732533 | Attrited Customer | 52 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 9375.0 | 1625 | 7750.0 | 0.532 | 2108 | 51 | 0.500 | 0.173 | 7/15/2019 |
| 713722608 | Attrited Customer | 48 | F | 2 | Unknown | Divorced | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2806.0 | 2514 | 292.0 | 0.341 | 1757 | 35 | 0.400 | 0.896 | 10/29/2021 |
| 709101258 | Attrited Customer | 41 | F | 2 | High School | Divorced | Less than $40K | Blue | 28 | 4 | 2 | 2 | 1478.0 | 524 | 954.0 | 0.751 | 2180 | 46 | 0.643 | 0.355 | 10/27/2021 |
| 708588408 | Existing Customer | 53 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 6836.0 | 1607 | 5229.0 | 0.524 | 4421 | 74 | 0.542 | 0.235 | 3/6/2019 |
| 721427358 | Attrited Customer | 47 | M | 4 | Unknown | Divorced | $80K - $120K | Blue | 28 | 6 | 1 | 3 | 8757.0 | 0 | 8757.0 | 0.507 | 2108 | 47 | 0.516 | 0.000 | 4/3/2020 |
| 717099408 | Existing Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 6 | 3 | 2 | 10529.0 | 0 | 10529.0 | 0.729 | 4583 | 87 | 0.851 | 0.000 | 11/25/2021 |
| 715155033 | Existing Customer | 61 | M | 0 | High School | Single | $40K - $60K | Blue | 49 | 6 | 1 | 4 | 2122.0 | 975 | 1147.0 | 0.807 | 5224 | 85 | 0.667 | 0.459 | 9/10/2019 |
| 789586833 | Existing Customer | 45 | F | 3 | Post-Graduate | Married | Unknown | Blue | 38 | 5 | 2 | 1 | 2883.0 | 1732 | 1151.0 | 0.638 | 4053 | 85 | 0.635 | 0.601 | 11/27/2021 |
| 709338633 | Attrited Customer | 56 | F | 1 | Graduate | Single | $40K - $60K | Blue | 37 | 2 | 4 | 3 | 2339.0 | 0 | 2339.0 | 0.493 | 1542 | 45 | 0.607 | 0.000 | 10/17/2022 |
| 714106833 | Existing Customer | 57 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 47 | 6 | 3 | 1 | 5225.0 | 2290 | 2935.0 | 0.962 | 4239 | 69 | 0.683 | 0.438 | 4/23/2020 |
| 741116058 | Existing Customer | 48 | M | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 4 | 2582.0 | 1399 | 1183.0 | 0.559 | 2144 | 42 | 0.909 | 0.542 | 9/3/2020 |
| 813755658 | Existing Customer | 60 | M | 1 | Graduate | Single | $80K - $120K | Blue | 55 | 6 | 2 | 1 | 11524.0 | 0 | 11524.0 | 0.682 | 3598 | 72 | 0.532 | 0.000 | 9/26/2022 |
| 718855983 | Existing Customer | 49 | F | 4 | High School | Single | Unknown | Blue | 36 | 3 | 3 | 4 | 13039.0 | 1840 | 11199.0 | 0.793 | 4010 | 69 | 0.500 | 0.141 | 9/3/2021 |
| 711245433 | Attrited Customer | 50 | F | 4 | Graduate | Single | Unknown | Blue | 41 | 5 | 3 | 3 | 2509.0 | 0 | 2509.0 | 0.702 | 2281 | 41 | 0.367 | 0.000 | 6/9/2019 |
| 814219008 | Existing Customer | 65 | M | 1 | Doctorate | Single | $40K - $60K | Blue | 56 | 5 | 2 | 2 | 1456.0 | 867 | 589.0 | 0.725 | 3953 | 69 | 0.725 | 0.595 | 3/10/2020 |
| 711916533 | Existing Customer | 57 | M | 2 | Unknown | Single | $120K + | Blue | 44 | 5 | 1 | 2 | 5612.0 | 1884 | 3728.0 | 0.770 | 4734 | 83 | 0.886 | 0.336 | 4/24/2019 |
| 715182108 | Existing Customer | 51 | F | 3 | High School | Married | Less than $40K | Blue | 35 | 6 | 1 | 3 | 3025.0 | 1912 | 1113.0 | 0.674 | 4626 | 78 | 0.773 | 0.632 | 6/26/2019 |
| 717078933 | Existing Customer | 40 | F | 5 | Graduate | Single | Less than $40K | Blue | 29 | 3 | 2 | 4 | 4205.0 | 2517 | 1688.0 | 0.652 | 4256 | 69 | 0.725 | 0.599 | 5/27/2021 |
| 719491233 | Existing Customer | 55 | M | 1 | College | Single | $120K + | Blue | 42 | 6 | 2 | 3 | 3515.0 | 2517 | 998.0 | 1.051 | 4313 | 72 | 0.800 | 0.716 | 4/14/2022 |
| 789520533 | Existing Customer | 52 | M | 2 | Uneducated | Single | $120K + | Blue | 44 | 6 | 3 | 2 | 26174.0 | 1864 | 24310.0 | 0.684 | 4551 | 65 | 0.667 | 0.071 | 12/2/2022 |
| 714738033 | Existing Customer | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 2 | 1602.0 | 1044 | 558.0 | 0.781 | 5428 | 85 | 0.635 | 0.652 | 2/8/2022 |
| 718576908 | Existing Customer | 49 | F | 4 | Uneducated | Married | Unknown | Blue | 36 | 4 | 1 | 3 | 29939.0 | 0 | 29939.0 | 0.963 | 4305 | 63 | 0.658 | 0.000 | 4/29/2019 |
| 715093383 | Existing Customer | 49 | F | 2 | College | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2115.0 | 1598 | 517.0 | 0.934 | 4450 | 68 | 0.545 | 0.756 | 9/7/2020 |
| 717195933 | Attrited Customer | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 30 | 2 | 2 | 3 | 5298.0 | 0 | 5298.0 | 0.857 | 2431 | 37 | 0.542 | 0.000 | 10/28/2019 |
| 747107508 | Existing Customer | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 49 | 4 | 3 | 1 | 2433.0 | 1947 | 486.0 | 0.816 | 4269 | 88 | 0.760 | 0.800 | 11/29/2019 |
| 717920583 | Existing Customer | 60 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 49 | 5 | 2 | 2 | 1443.0 | 0 | 1443.0 | 0.875 | 4673 | 59 | 0.735 | 0.000 | 3/1/2019 |
| 710516283 | Existing Customer | 50 | M | 1 | High School | Single | $120K + | Blue | 37 | 4 | 1 | 4 | 9758.0 | 1792 | 7966.0 | 0.626 | 4134 | 60 | 0.765 | 0.184 | 4/10/2019 |
| 787593558 | Existing Customer | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 0 | 4562.0 | 2258 | 2304.0 | 0.861 | 3740 | 55 | 0.833 | 0.495 | 9/2/2019 |
| 778747608 | Existing Customer | 65 | F | 1 | Unknown | Single | Unknown | Blue | 46 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.907 | 4022 | 61 | 0.649 | 0.000 | 10/10/2022 |
| 714431058 | Existing Customer | 41 | F | 3 | College | Single | Unknown | Blue | 36 | 4 | 2 | 4 | 4210.0 | 1597 | 2613.0 | 0.733 | 4342 | 72 | 0.674 | 0.379 | 11/24/2022 |
| 708801108 | Attrited Customer | 57 | F | 3 | Uneducated | Single | Less than $40K | Blue | 51 | 3 | 0 | 3 | 1438.3 | 0 | 1438.3 | 0.429 | 2113 | 38 | 0.267 | 0.000 | 7/14/2022 |
| 715948833 | Existing Customer | 48 | M | 4 | Graduate | Married | $120K + | Blue | 39 | 4 | 2 | 4 | 24931.0 | 1353 | 23578.0 | 0.612 | 5031 | 79 | 0.646 | 0.054 | 8/26/2021 |
| 770667408 | Existing Customer | 47 | M | 4 | College | Married | $80K - $120K | Blue | 33 | 3 | 1 | 3 | 8854.0 | 2382 | 6472.0 | 0.670 | 4768 | 81 | 0.929 | 0.269 | 9/12/2022 |
| 823590483 | Existing Customer | 62 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 56 | 3 | 1 | 1 | 2230.0 | 1716 | 514.0 | 0.811 | 4027 | 75 | 0.500 | 0.770 | 3/23/2020 |
| 710635083 | Existing Customer | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 38 | 5 | 1 | 2 | 28327.0 | 582 | 27745.0 | 0.912 | 3475 | 52 | 0.733 | 0.021 | 6/5/2020 |
| 716408058 | Existing Customer | 56 | F | 2 | Uneducated | Single | Unknown | Blue | 36 | 5 | 3 | 4 | 2500.0 | 1298 | 1202.0 | 0.626 | 3673 | 72 | 0.565 | 0.519 | 4/29/2022 |
| 713803158 | Existing Customer | 41 | M | 3 | High School | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 9246.0 | 0 | 9246.0 | 0.658 | 4611 | 91 | 0.569 | 0.000 | 6/16/2019 |
| 713593683 | Existing Customer | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 3 | 3 | 11155.0 | 1583 | 9572.0 | 1.061 | 3504 | 60 | 0.765 | 0.142 | 5/22/2022 |
| 709339758 | Existing Customer | 43 | M | 3 | Unknown | Single | $120K + | Blue | 30 | 4 | 2 | 3 | 11926.0 | 1766 | 10160.0 | 0.875 | 3778 | 84 | 0.750 | 0.148 | 12/18/2021 |
| 789382758 | Attrited Customer | 54 | M | 3 | Graduate | Single | $40K - $60K | Blue | 44 | 6 | 3 | 3 | 5501.0 | 0 | 5501.0 | 0.519 | 2050 | 51 | 0.821 | 0.000 | 9/13/2022 |
| 813427833 | Existing Customer | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 3 | 2 | 1 | 2110.0 | 844 | 1266.0 | 1.109 | 4812 | 77 | 0.604 | 0.400 | 12/19/2021 |
| 717846108 | Existing Customer | 49 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 12994.0 | 904 | 12090.0 | 0.627 | 3734 | 74 | 0.850 | 0.070 | 11/8/2021 |
| 720968583 | Existing Customer | 52 | F | 2 | Unknown | Married | Unknown | Blue | 45 | 3 | 1 | 2 | 29551.0 | 2095 | 27456.0 | 1.100 | 3226 | 63 | 0.853 | 0.071 | 3/1/2019 |
| 721437333 | Attrited Customer | 46 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 5054.0 | 2517 | 2537.0 | 0.605 | 2027 | 39 | 0.393 | 0.498 | 9/13/2022 |
| 709134333 | Existing Customer | 45 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 28 | 6 | 2 | 3 | 3136.0 | 2253 | 883.0 | 0.722 | 4674 | 67 | 0.763 | 0.718 | 12/28/2022 |
| 712630608 | Existing Customer | 43 | F | 2 | High School | Unknown | Unknown | Blue | 35 | 3 | 3 | 4 | 6109.0 | 1549 | 4560.0 | 0.683 | 4430 | 69 | 0.865 | 0.254 | 1/20/2021 |
| 712404483 | Existing Customer | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 3989.0 | 2514 | 1475.0 | 0.469 | 5189 | 82 | 0.519 | 0.630 | 3/8/2020 |
| 717812133 | Existing Customer | 33 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 13 | 3 | 1 | 3 | 3315.0 | 1243 | 2072.0 | 0.709 | 4006 | 65 | 0.548 | 0.375 | 8/7/2020 |
| 714926508 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Silver | 45 | 5 | 4 | 2 | 34516.0 | 1938 | 32578.0 | 0.807 | 2275 | 46 | 0.438 | 0.056 | 10/12/2020 |
| 771474108 | Existing Customer | 40 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 2 | 2 | 1794.0 | 1019 | 775.0 | 0.692 | 4455 | 63 | 0.658 | 0.568 | 3/1/2022 |
| 709774608 | Existing Customer | 51 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 3 | 4 | 5993.0 | 1582 | 4411.0 | 0.440 | 3464 | 64 | 0.684 | 0.264 | 12/6/2022 |
| 718802283 | Existing Customer | 44 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 31 | 3 | 2 | 1 | 8320.0 | 0 | 8320.0 | 0.421 | 4128 | 82 | 0.491 | 0.000 | 7/25/2020 |
| 711626658 | Attrited Customer | 62 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 4 | 1930.0 | 0 | 1930.0 | 0.331 | 1971 | 45 | 0.250 | 0.000 | 12/27/2021 |
| 789354783 | Existing Customer | 45 | F | 3 | Unknown | Single | Less than $40K | Blue | 32 | 5 | 3 | 0 | 2329.0 | 1465 | 864.0 | 0.815 | 4286 | 86 | 0.720 | 0.629 | 2/7/2020 |
| 720486408 | Existing Customer | 55 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 0 | 1438.3 | 756 | 682.3 | 1.012 | 4436 | 73 | 0.622 | 0.526 | 4/8/2020 |
| 717793983 | Attrited Customer | 55 | M | 3 | Graduate | Single | $40K - $60K | Silver | 45 | 2 | 3 | 1 | 18128.0 | 0 | 18128.0 | 0.710 | 2503 | 49 | 0.885 | 0.000 | 1/30/2020 |
| 718582158 | Existing Customer | 48 | M | 2 | Unknown | Married | $120K + | Blue | 35 | 3 | 3 | 4 | 10642.0 | 1715 | 8927.0 | 0.705 | 4183 | 74 | 0.762 | 0.161 | 10/20/2020 |
| 713127708 | Existing Customer | 38 | F | 0 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 4 | 2230.0 | 0 | 2230.0 | 0.896 | 3766 | 63 | 0.909 | 0.000 | 2/7/2022 |
| 717112533 | Existing Customer | 52 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 42 | 6 | 2 | 0 | 6946.0 | 0 | 6946.0 | 0.745 | 4058 | 88 | 0.725 | 0.000 | 6/7/2020 |
| 713681433 | Existing Customer | 50 | F | 2 | High School | Divorced | Unknown | Blue | 39 | 5 | 2 | 4 | 9716.0 | 874 | 8842.0 | 0.775 | 5007 | 91 | 0.655 | 0.090 | 10/7/2022 |
| 718846008 | Existing Customer | 58 | F | 0 | Unknown | Married | Unknown | Blue | 36 | 6 | 3 | 1 | 4377.0 | 1500 | 2877.0 | 0.789 | 3900 | 62 | 0.938 | 0.343 | 12/5/2019 |
| 714119283 | Attrited Customer | 42 | F | 2 | Unknown | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 2516.0 | 0 | 2516.0 | 0.530 | 2257 | 51 | 0.545 | 0.000 | 8/24/2020 |
| 713056083 | Existing Customer | 52 | M | 2 | High School | Single | $120K + | Blue | 46 | 4 | 2 | 4 | 34516.0 | 0 | 34516.0 | 0.775 | 4037 | 87 | 0.706 | 0.000 | 5/14/2022 |
| 718538958 | Existing Customer | 55 | F | 3 | College | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1844.0 | 0 | 1844.0 | 0.729 | 4564 | 82 | 0.608 | 0.000 | 7/7/2019 |
| 710353233 | Existing Customer | 48 | M | 3 | College | Divorced | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 13233.0 | 1106 | 12127.0 | 0.882 | 4288 | 47 | 0.621 | 0.084 | 9/15/2021 |
| 713853858 | Existing Customer | 41 | M | 4 | Unknown | Married | $80K - $120K | Silver | 31 | 5 | 2 | 2 | 34516.0 | 1433 | 33083.0 | 0.758 | 2589 | 57 | 0.676 | 0.042 | 10/9/2021 |
| 710342508 | Existing Customer | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1593.0 | 0 | 1593.0 | 0.718 | 4004 | 76 | 0.652 | 0.000 | 4/1/2021 |
| 787563858 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 41 | 4 | 2 | 3 | 8589.0 | 685 | 7904.0 | 0.858 | 3553 | 63 | 0.909 | 0.080 | 12/5/2020 |
| 799239033 | Attrited Customer | 53 | F | 3 | High School | Single | $40K - $60K | Blue | 47 | 1 | 3 | 4 | 1714.0 | 0 | 1714.0 | 0.661 | 2279 | 46 | 0.533 | 0.000 | 6/30/2019 |
| 710733183 | Existing Customer | 46 | M | 3 | Post-Graduate | Unknown | $120K + | Blue | 36 | 6 | 1 | 2 | 1438.3 | 845 | 593.3 | 0.642 | 3631 | 67 | 0.763 | 0.587 | 4/17/2021 |
| 718489608 | Existing Customer | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2433.0 | 1948 | 485.0 | 0.752 | 4668 | 69 | 0.643 | 0.801 | 5/16/2021 |
| 758824608 | Existing Customer | 47 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 40 | 5 | 2 | 4 | 21148.0 | 1746 | 19402.0 | 0.853 | 3370 | 69 | 0.769 | 0.083 | 6/14/2019 |
| 780984408 | Existing Customer | 65 | F | 0 | Unknown | Divorced | Less than $40K | Blue | 50 | 3 | 3 | 3 | 7487.0 | 1953 | 5534.0 | 0.891 | 4070 | 63 | 0.658 | 0.261 | 10/12/2020 |
| 814483608 | Attrited Customer | 47 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 42 | 1 | 3 | 3 | 5798.0 | 2517 | 3281.0 | 0.580 | 1860 | 43 | 0.433 | 0.434 | 3/19/2021 |
| 708848208 | Existing Customer | 52 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 40 | 6 | 3 | 2 | 34516.0 | 1757 | 32759.0 | 0.786 | 4223 | 81 | 0.653 | 0.051 | 4/17/2020 |
| 719713683 | Existing Customer | 52 | F | 0 | Graduate | Married | Unknown | Blue | 37 | 6 | 2 | 2 | 7608.0 | 2373 | 5235.0 | 0.950 | 4921 | 81 | 0.620 | 0.312 | 9/16/2022 |
| 715514133 | Attrited Customer | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2184.0 | 0 | 2184.0 | 0.671 | 1973 | 42 | 0.556 | 0.000 | 5/31/2019 |
| 715955208 | Existing Customer | 35 | F | 1 | High School | Single | Less than $40K | Blue | 26 | 3 | 3 | 2 | 2189.0 | 1833 | 356.0 | 0.560 | 4530 | 72 | 0.846 | 0.837 | 3/20/2019 |
| 794707083 | Attrited Customer | 50 | M | 2 | College | Single | $80K - $120K | Blue | 44 | 5 | 2 | 4 | 3495.0 | 0 | 3495.0 | 0.639 | 2131 | 41 | 0.464 | 0.000 | 12/19/2019 |
| 805313808 | Attrited Customer | 52 | F | 3 | High School | Married | $40K - $60K | Blue | 47 | 2 | 2 | 3 | 8018.0 | 134 | 7884.0 | 0.717 | 2409 | 38 | 0.310 | 0.017 | 1/14/2021 |
| 772922883 | Attrited Customer | 41 | M | 3 | Unknown | Married | $80K - $120K | Blue | 22 | 3 | 3 | 4 | 20543.0 | 0 | 20543.0 | 0.547 | 1874 | 42 | 0.615 | 0.000 | 1/11/2019 |
| 715716333 | Existing Customer | 62 | F | 0 | High School | Single | Unknown | Blue | 50 | 6 | 2 | 2 | 18819.0 | 0 | 18819.0 | 0.894 | 4273 | 87 | 0.977 | 0.000 | 9/22/2021 |
| 714502458 | Existing Customer | 49 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 17811.0 | 643 | 17168.0 | 0.842 | 3748 | 79 | 0.646 | 0.036 | 8/11/2021 |
| 712444533 | Existing Customer | 43 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 6 | 2 | 0 | 14418.0 | 0 | 14418.0 | 1.043 | 3880 | 68 | 0.700 | 0.000 | 1/10/2020 |
| 797748708 | Existing Customer | 44 | M | 4 | Unknown | Single | $80K - $120K | Blue | 38 | 5 | 3 | 4 | 3936.0 | 2024 | 1912.0 | 0.988 | 5001 | 66 | 0.692 | 0.514 | 6/3/2020 |
| 780203883 | Existing Customer | 43 | F | 3 | Doctorate | Divorced | Unknown | Blue | 33 | 6 | 3 | 2 | 5738.0 | 0 | 5738.0 | 0.852 | 4375 | 73 | 0.622 | 0.000 | 2/10/2022 |
| 720616908 | Existing Customer | 54 | M | 1 | Uneducated | Single | $120K + | Blue | 36 | 5 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.452 | 3918 | 67 | 1.094 | 0.000 | 10/10/2021 |
| 817038333 | Existing Customer | 55 | F | 0 | Graduate | Married | Less than $40K | Blue | 40 | 4 | 3 | 4 | 1513.0 | 725 | 788.0 | 0.791 | 4042 | 72 | 0.714 | 0.479 | 4/16/2022 |
| 713333433 | Attrited Customer | 49 | M | 3 | Uneducated | Unknown | $60K - $80K | Blue | 41 | 3 | 4 | 4 | 18075.0 | 0 | 18075.0 | 0.531 | 1477 | 30 | 0.500 | 0.000 | 1/2/2019 |
| 710820783 | Existing Customer | 45 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 6 | 1 | 2 | 5989.0 | 0 | 5989.0 | 0.668 | 4246 | 78 | 0.857 | 0.000 | 9/17/2021 |
| 720338658 | Existing Customer | 56 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 42 | 3 | 2 | 2 | 2490.0 | 1623 | 867.0 | 0.790 | 2998 | 60 | 0.622 | 0.652 | 10/21/2019 |
| 803938908 | Existing Customer | 49 | F | 4 | Uneducated | Single | Less than $40K | Blue | 44 | 4 | 2 | 2 | 2659.0 | 0 | 2659.0 | 0.840 | 4546 | 81 | 0.884 | 0.000 | 10/29/2021 |
| 787921383 | Attrited Customer | 53 | M | 0 | High School | Single | $120K + | Silver | 44 | 2 | 4 | 4 | 34516.0 | 2297 | 32219.0 | 0.416 | 1461 | 43 | 0.536 | 0.067 | 2/23/2021 |
| 787849833 | Existing Customer | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 40 | 4 | 2 | 0 | 13490.0 | 1672 | 11818.0 | 0.799 | 4205 | 75 | 0.415 | 0.124 | 12/22/2021 |
| 721143258 | Existing Customer | 46 | M | 1 | High School | Single | $40K - $60K | Blue | 33 | 6 | 4 | 3 | 1664.0 | 798 | 866.0 | 0.703 | 4804 | 66 | 0.535 | 0.480 | 9/7/2019 |
| 709335558 | Existing Customer | 49 | M | 3 | Uneducated | Married | $120K + | Blue | 37 | 6 | 3 | 3 | 7753.0 | 1643 | 6110.0 | 0.798 | 3367 | 65 | 0.806 | 0.212 | 3/31/2021 |
| 806619333 | Existing Customer | 36 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 4 | 2 | 3 | 2909.0 | 2085 | 824.0 | 1.035 | 5154 | 80 | 0.860 | 0.717 | 9/1/2019 |
| 719378658 | Existing Customer | 57 | M | 3 | Graduate | Divorced | $80K - $120K | Silver | 36 | 6 | 3 | 4 | 34516.0 | 1384 | 33132.0 | 0.887 | 4745 | 69 | 0.605 | 0.040 | 11/17/2019 |
| 720670458 | Existing Customer | 52 | F | 2 | Unknown | Single | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 3476.0 | 1560 | 1916.0 | 0.894 | 3496 | 58 | 0.871 | 0.449 | 3/2/2021 |
| 716955783 | Existing Customer | 52 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 16026.0 | 1160 | 14866.0 | 0.386 | 4418 | 59 | 0.639 | 0.072 | 3/13/2020 |
| 817970208 | Existing Customer | 45 | M | 1 | Uneducated | Divorced | Less than $40K | Blue | 40 | 4 | 3 | 2 | 2705.0 | 1334 | 1371.0 | 0.886 | 4501 | 67 | 0.675 | 0.493 | 5/31/2022 |
| 708506508 | Existing Customer | 54 | M | 3 | High School | Married | $120K + | Blue | 43 | 5 | 3 | 2 | 2884.0 | 1144 | 1740.0 | 0.783 | 4887 | 90 | 0.698 | 0.397 | 5/4/2019 |
| 750147483 | Existing Customer | 49 | M | 2 | High School | Single | $80K - $120K | Blue | 37 | 6 | 1 | 4 | 24299.0 | 2517 | 21782.0 | 0.723 | 5320 | 62 | 0.771 | 0.104 | 11/24/2020 |
| 715540233 | Existing Customer | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 34 | 6 | 1 | 2 | 20755.0 | 2276 | 18479.0 | 0.801 | 4615 | 79 | 0.837 | 0.110 | 9/13/2022 |
| 807584958 | Attrited Customer | 50 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 45 | 2 | 2 | 5 | 21096.0 | 0 | 21096.0 | 0.637 | 1882 | 39 | 0.345 | 0.000 | 9/11/2021 |
| 720686583 | Existing Customer | 46 | M | 3 | High School | Divorced | $120K + | Blue | 37 | 5 | 3 | 4 | 6457.0 | 0 | 6457.0 | 0.531 | 4487 | 73 | 0.431 | 0.000 | 12/7/2020 |
| 820637433 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 5 | 2 | 3 | 1603.0 | 0 | 1603.0 | 0.467 | 4041 | 66 | 0.571 | 0.000 | 2/24/2021 |
| 716346183 | Existing Customer | 43 | F | 3 | Unknown | Divorced | Unknown | Blue | 37 | 3 | 6 | 3 | 9051.0 | 1557 | 7494.0 | 0.621 | 4169 | 72 | 0.500 | 0.172 | 5/9/2019 |
| 715405758 | Attrited Customer | 50 | F | 1 | High School | Single | Unknown | Blue | 42 | 5 | 0 | 4 | 10057.0 | 0 | 10057.0 | 0.792 | 2383 | 42 | 0.448 | 0.000 | 8/19/2022 |
| 710094108 | Existing Customer | 33 | M | 3 | Graduate | Single | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 2043.0 | 1725 | 318.0 | 0.686 | 5212 | 79 | 0.646 | 0.844 | 10/12/2021 |
| 713168733 | Existing Customer | 65 | F | 0 | Unknown | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2802.0 | 2403 | 399.0 | 0.636 | 3887 | 61 | 0.419 | 0.858 | 7/5/2021 |
| 708614058 | Existing Customer | 56 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 45 | 4 | 2 | 4 | 1960.0 | 1690 | 270.0 | 0.630 | 3870 | 67 | 0.558 | 0.862 | 2/4/2021 |
| 718088133 | Existing Customer | 40 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 36 | 6 | 1 | 0 | 2348.0 | 1061 | 1287.0 | 1.062 | 1901 | 27 | 1.250 | 0.452 | 5/2/2019 |
| 720614658 | Existing Customer | 40 | M | 2 | High School | Divorced | $60K - $80K | Blue | 25 | 6 | 4 | 2 | 2978.0 | 0 | 2978.0 | 0.490 | 3879 | 95 | 0.583 | 0.000 | 8/31/2019 |
| 716695533 | Existing Customer | 49 | F | 3 | College | Married | Less than $40K | Blue | 29 | 3 | 3 | 3 | 2017.0 | 1557 | 460.0 | 0.738 | 3875 | 75 | 0.974 | 0.772 | 4/19/2022 |
| 717091533 | Existing Customer | 29 | F | 1 | Graduate | Single | Unknown | Blue | 36 | 5 | 2 | 3 | 13613.0 | 1172 | 12441.0 | 0.657 | 4253 | 84 | 0.750 | 0.086 | 3/6/2022 |
| 713231658 | Existing Customer | 45 | F | 2 | Doctorate | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 5553.0 | 1117 | 4436.0 | 0.914 | 3744 | 52 | 0.793 | 0.201 | 4/11/2021 |
| 715675458 | Existing Customer | 51 | M | 1 | High School | Unknown | $80K - $120K | Blue | 41 | 6 | 1 | 2 | 6346.0 | 578 | 5768.0 | 0.550 | 3837 | 85 | 0.604 | 0.091 | 12/31/2022 |
| 712463883 | Existing Customer | 45 | M | 2 | Unknown | Married | $120K + | Silver | 38 | 4 | 2 | 3 | 34516.0 | 1406 | 33110.0 | 1.261 | 3342 | 63 | 0.969 | 0.041 | 8/14/2022 |
| 708489258 | Existing Customer | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 5 | 3 | 3 | 1438.3 | 988 | 450.3 | 0.556 | 3561 | 72 | 0.500 | 0.687 | 2/5/2021 |
| 708403308 | Existing Customer | 37 | M | 3 | Unknown | Single | $40K - $60K | Silver | 24 | 3 | 1 | 3 | 15133.0 | 1663 | 13470.0 | 0.646 | 4392 | 68 | 0.511 | 0.110 | 9/12/2020 |
| 769684158 | Existing Customer | 42 | M | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2502.0 | 1488 | 1014.0 | 0.560 | 3763 | 75 | 0.875 | 0.595 | 11/9/2020 |
| 710349258 | Existing Customer | 45 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2589.0 | 2052 | 537.0 | 0.636 | 4133 | 68 | 0.789 | 0.793 | 11/25/2020 |
| 713940033 | Existing Customer | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 3 | 2049.0 | 1460 | 589.0 | 0.599 | 3514 | 79 | 0.646 | 0.713 | 9/19/2019 |
| 713482608 | Existing Customer | 47 | M | 4 | College | Married | $40K - $60K | Blue | 35 | 6 | 1 | 2 | 3560.0 | 751 | 2809.0 | 1.096 | 4060 | 79 | 0.975 | 0.211 | 11/15/2022 |
| 714571008 | Existing Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 1.044 | 4553 | 78 | 1.167 | 0.000 | 2/11/2020 |
| 715354008 | Existing Customer | 43 | M | 3 | Graduate | Unknown | $120K + | Blue | 36 | 6 | 1 | 2 | 25937.0 | 0 | 25937.0 | 0.936 | 3785 | 68 | 0.700 | 0.000 | 5/25/2021 |
| 819363708 | Existing Customer | 43 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 38 | 4 | 2 | 3 | 2387.0 | 1482 | 905.0 | 0.868 | 3909 | 67 | 0.675 | 0.621 | 8/22/2020 |
| 712014708 | Existing Customer | 48 | M | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2912.0 | 1501 | 1411.0 | 0.825 | 4518 | 90 | 0.875 | 0.515 | 12/11/2020 |
| 788717358 | Existing Customer | 53 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 38 | 3 | 2 | 2 | 7062.0 | 1255 | 5807.0 | 0.672 | 3432 | 68 | 0.744 | 0.178 | 5/11/2021 |
| 710413533 | Existing Customer | 56 | M | 2 | Graduate | Married | $80K - $120K | Blue | 51 | 3 | 3 | 3 | 12186.0 | 1080 | 11106.0 | 0.842 | 4785 | 66 | 0.650 | 0.089 | 4/4/2022 |
| 718515483 | Attrited Customer | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 52 | 2 | 3 | 5 | 3570.0 | 2517 | 1053.0 | 0.690 | 3289 | 47 | 0.958 | 0.705 | 11/19/2021 |
| 715059258 | Existing Customer | 38 | F | 3 | Doctorate | Single | Unknown | Blue | 32 | 6 | 4 | 4 | 3072.0 | 1970 | 1102.0 | 0.671 | 4245 | 82 | 0.952 | 0.641 | 12/4/2020 |
| 713852958 | Existing Customer | 51 | F | 2 | Graduate | Single | Unknown | Silver | 41 | 5 | 3 | 3 | 31501.0 | 1810 | 29691.0 | 0.710 | 3893 | 81 | 0.620 | 0.057 | 12/18/2021 |
| 767835558 | Existing Customer | 42 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 5928.0 | 2517 | 3411.0 | 0.817 | 3536 | 69 | 0.769 | 0.425 | 1/16/2019 |
| 721531683 | Existing Customer | 44 | F | 4 | Graduate | Single | Unknown | Blue | 36 | 3 | 1 | 3 | 8482.0 | 0 | 8482.0 | 0.563 | 4076 | 81 | 0.688 | 0.000 | 2/26/2020 |
| 720660558 | Existing Customer | 50 | M | 2 | Uneducated | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 23911.0 | 2100 | 21811.0 | 0.988 | 4770 | 89 | 0.712 | 0.088 | 3/24/2019 |
| 814845933 | Existing Customer | 62 | M | 0 | Graduate | Single | $80K - $120K | Blue | 56 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.794 | 3628 | 74 | 0.644 | 0.000 | 8/20/2020 |
| 773155533 | Existing Customer | 49 | F | 3 | Unknown | Single | Less than $40K | Blue | 42 | 5 | 3 | 3 | 3261.0 | 814 | 2447.0 | 0.850 | 4739 | 89 | 0.712 | 0.250 | 1/5/2022 |
| 711199908 | Existing Customer | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 2317.0 | 1232 | 1085.0 | 0.733 | 3057 | 71 | 0.919 | 0.532 | 2/9/2020 |
| 721398858 | Existing Customer | 43 | M | 2 | Unknown | Single | $120K + | Blue | 34 | 5 | 3 | 4 | 33913.0 | 0 | 33913.0 | 0.901 | 4160 | 76 | 0.900 | 0.000 | 6/11/2019 |
| 715664808 | Attrited Customer | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 30 | 3 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.688 | 2427 | 51 | 0.645 | 0.000 | 2/24/2022 |
| 715500558 | Existing Customer | 45 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 3 | 1 | 4 | 1637.0 | 774 | 863.0 | 1.126 | 4120 | 78 | 1.000 | 0.473 | 8/10/2020 |
| 719239158 | Existing Customer | 48 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 5448.0 | 0 | 5448.0 | 0.549 | 3912 | 72 | 0.565 | 0.000 | 10/5/2020 |
| 820633833 | Existing Customer | 64 | F | 1 | Graduate | Single | $40K - $60K | Blue | 56 | 5 | 2 | 4 | 5152.0 | 948 | 4204.0 | 0.953 | 4074 | 72 | 1.057 | 0.184 | 6/27/2021 |
| 720551733 | Attrited Customer | 46 | F | 4 | Doctorate | Married | Unknown | Blue | 26 | 3 | 3 | 6 | 15195.0 | 0 | 15195.0 | 0.726 | 2631 | 41 | 0.640 | 0.000 | 3/8/2022 |
| 718487958 | Existing Customer | 53 | F | 2 | High School | Married | Less than $40K | Blue | 41 | 5 | 3 | 0 | 2799.0 | 1303 | 1496.0 | 0.763 | 3971 | 76 | 0.551 | 0.466 | 2/25/2021 |
| 710533233 | Attrited Customer | 38 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.508 | 2139 | 47 | 0.567 | 0.000 | 9/16/2020 |
| 778878633 | Existing Customer | 51 | M | 3 | Unknown | Married | $80K - $120K | Blue | 32 | 6 | 3 | 1 | 1817.0 | 885 | 932.0 | 0.621 | 3400 | 67 | 0.675 | 0.487 | 9/14/2020 |
| 720197058 | Attrited Customer | 47 | F | 3 | Graduate | Unknown | Unknown | Blue | 33 | 1 | 3 | 4 | 3443.0 | 0 | 3443.0 | 0.832 | 2505 | 45 | 0.452 | 0.000 | 1/24/2022 |
| 716317458 | Attrited Customer | 51 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4281.0 | 0 | 4281.0 | 0.447 | 1723 | 44 | 0.375 | 0.000 | 6/2/2022 |
| 718569258 | Existing Customer | 56 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2029.0 | 974 | 1055.0 | 0.624 | 4170 | 73 | 0.553 | 0.480 | 8/5/2022 |
| 711649908 | Existing Customer | 33 | F | 3 | Graduate | Married | Unknown | Blue | 15 | 5 | 3 | 2 | 1438.3 | 1055 | 383.3 | 0.901 | 4208 | 67 | 0.675 | 0.734 | 12/6/2022 |
| 720879708 | Existing Customer | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 44 | 3 | 2 | 4 | 28186.0 | 1308 | 26878.0 | 0.679 | 2853 | 64 | 0.730 | 0.046 | 8/16/2021 |
| 815761908 | Existing Customer | 46 | F | 3 | Unknown | Married | Unknown | Silver | 41 | 6 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.896 | 3722 | 72 | 0.756 | 0.000 | 11/13/2022 |
| 711850533 | Existing Customer | 46 | F | 4 | Uneducated | Single | Unknown | Blue | 36 | 5 | 1 | 4 | 3818.0 | 0 | 3818.0 | 0.885 | 4272 | 71 | 0.578 | 0.000 | 12/25/2020 |
| 721028283 | Existing Customer | 40 | F | 4 | High School | Married | $40K - $60K | Blue | 28 | 4 | 1 | 3 | 11494.0 | 1160 | 10334.0 | 0.463 | 3353 | 86 | 0.593 | 0.101 | 3/25/2020 |
| 710763783 | Existing Customer | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 32 | 4 | 1 | 3 | 28142.0 | 762 | 27380.0 | 0.982 | 3676 | 47 | 1.350 | 0.027 | 1/27/2019 |
| 720432858 | Existing Customer | 40 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2316.0 | 1510 | 806.0 | 0.554 | 3471 | 63 | 0.750 | 0.652 | 11/2/2021 |
| 772525308 | Existing Customer | 43 | M | 3 | College | Single | $40K - $60K | Blue | 33 | 5 | 2 | 4 | 10533.0 | 1689 | 8844.0 | 0.359 | 3651 | 69 | 0.605 | 0.160 | 1/18/2020 |
| 767354208 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 41 | 4 | 2 | 1 | 14322.0 | 0 | 14322.0 | 0.602 | 3993 | 75 | 0.531 | 0.000 | 4/12/2022 |
| 715670058 | Existing Customer | 50 | M | 3 | Graduate | Married | $120K + | Blue | 38 | 5 | 2 | 4 | 34516.0 | 1662 | 32854.0 | 0.504 | 3806 | 76 | 0.900 | 0.048 | 4/28/2019 |
| 713856708 | Existing Customer | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 5 | 1 | 2 | 6798.0 | 2517 | 4281.0 | 0.873 | 4327 | 79 | 0.881 | 0.370 | 1/3/2021 |
| 758086458 | Existing Customer | 46 | F | 3 | Graduate | Married | Unknown | Blue | 39 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.646 | 4111 | 62 | 0.550 | 0.000 | 3/18/2021 |
| 717035283 | Attrited Customer | 46 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 4 | 2445.0 | 848 | 1597.0 | 0.771 | 2216 | 39 | 0.560 | 0.347 | 1/6/2022 |
| 709604958 | Existing Customer | 51 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 2585.0 | 1847 | 738.0 | 0.627 | 3480 | 64 | 0.600 | 0.715 | 12/10/2019 |
| 714931458 | Existing Customer | 52 | F | 2 | Post-Graduate | Single | Unknown | Blue | 42 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.607 | 4102 | 78 | 0.857 | 0.000 | 11/11/2019 |
| 711047658 | Existing Customer | 46 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 4 | 2 | 2 | 1781.0 | 1315 | 466.0 | 0.704 | 4775 | 83 | 0.729 | 0.738 | 5/21/2019 |
| 718110858 | Attrited Customer | 42 | M | 4 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 3 | 5 | 1606.0 | 0 | 1606.0 | 0.870 | 2628 | 41 | 0.640 | 0.000 | 8/30/2019 |
| 716385858 | Existing Customer | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 2205.0 | 1245 | 960.0 | 0.925 | 4921 | 90 | 0.800 | 0.565 | 4/16/2020 |
| 708812133 | Existing Customer | 49 | F | 3 | Graduate | Married | Unknown | Blue | 39 | 5 | 3 | 0 | 2270.0 | 1647 | 623.0 | 0.759 | 4110 | 75 | 0.923 | 0.726 | 12/29/2019 |
| 787655058 | Existing Customer | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 2 | 3 | 2568.0 | 1875 | 693.0 | 0.578 | 4254 | 85 | 0.735 | 0.730 | 2/20/2019 |
| 803113383 | Attrited Customer | 55 | F | 1 | Uneducated | Single | Less than $40K | Blue | 49 | 3 | 4 | 3 | 3292.0 | 0 | 3292.0 | 0.482 | 2222 | 54 | 0.636 | 0.000 | 2/5/2019 |
| 721273008 | Attrited Customer | 54 | F | 1 | College | Unknown | Less than $40K | Silver | 43 | 6 | 3 | 4 | 10797.0 | 1252 | 9545.0 | 0.489 | 1739 | 38 | 0.226 | 0.116 | 1/12/2020 |
| 715762083 | Existing Customer | 46 | M | 0 | Uneducated | Single | $60K - $80K | Silver | 36 | 6 | 3 | 2 | 30501.0 | 2030 | 28471.0 | 0.560 | 2525 | 45 | 0.500 | 0.067 | 3/26/2021 |
| 711629733 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 1 | 5371.0 | 1499 | 3872.0 | 0.737 | 3282 | 66 | 0.650 | 0.279 | 5/11/2020 |
| 718410258 | Existing Customer | 37 | M | 3 | High School | Unknown | $80K - $120K | Blue | 28 | 5 | 4 | 4 | 13441.0 | 0 | 13441.0 | 0.513 | 4207 | 80 | 0.702 | 0.000 | 4/4/2019 |
| 719745558 | Existing Customer | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 9137.0 | 1729 | 7408.0 | 0.974 | 4626 | 77 | 0.750 | 0.189 | 3/21/2022 |
| 820282383 | Attrited Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 3 | 3 | 5848.0 | 2517 | 3331.0 | 0.561 | 2000 | 32 | 0.280 | 0.430 | 12/31/2022 |
| 793543758 | Existing Customer | 47 | M | 2 | Graduate | Single | $120K + | Blue | 41 | 3 | 2 | 4 | 10614.0 | 784 | 9830.0 | 0.730 | 4601 | 77 | 0.638 | 0.074 | 7/8/2020 |
| 778224858 | Existing Customer | 42 | F | 2 | College | Unknown | Unknown | Blue | 32 | 3 | 3 | 4 | 4035.0 | 1003 | 3032.0 | 0.583 | 4589 | 89 | 0.648 | 0.249 | 5/12/2021 |
| 712555233 | Existing Customer | 59 | F | 0 | Graduate | Single | $40K - $60K | Blue | 48 | 4 | 1 | 2 | 4205.0 | 710 | 3495.0 | 0.504 | 2023 | 38 | 0.727 | 0.169 | 9/26/2020 |
| 718516533 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2586.0 | 2196 | 390.0 | 0.693 | 3944 | 78 | 0.857 | 0.849 | 8/8/2022 |
| 708923658 | Existing Customer | 41 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 28 | 3 | 2 | 2 | 7234.0 | 1420 | 5814.0 | 0.539 | 4466 | 92 | 0.736 | 0.196 | 9/26/2020 |
| 717708783 | Existing Customer | 57 | M | 2 | Graduate | Single | $120K + | Silver | 51 | 6 | 3 | 4 | 34516.0 | 1417 | 33099.0 | 0.966 | 4303 | 77 | 0.638 | 0.041 | 1/3/2020 |
| 780688383 | Existing Customer | 35 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 24 | 4 | 2 | 3 | 21114.0 | 0 | 21114.0 | 0.697 | 3534 | 56 | 1.000 | 0.000 | 1/4/2021 |
| 718821783 | Existing Customer | 53 | M | 1 | Unknown | Married | $40K - $60K | Blue | 48 | 4 | 1 | 3 | 2522.0 | 1704 | 818.0 | 0.988 | 4697 | 73 | 0.698 | 0.676 | 12/5/2019 |
| 718163808 | Existing Customer | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 24 | 6 | 3 | 4 | 11309.0 | 0 | 11309.0 | 0.474 | 4809 | 71 | 0.479 | 0.000 | 8/11/2022 |
| 712693908 | Attrited Customer | 43 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 2 | 4 | 1 | 13883.0 | 783 | 13100.0 | 0.749 | 1871 | 32 | 0.684 | 0.056 | 3/12/2020 |
| 711286533 | Existing Customer | 43 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 13448.0 | 0 | 13448.0 | 0.667 | 5067 | 62 | 0.722 | 0.000 | 5/16/2022 |
| 711655683 | Existing Customer | 55 | M | 1 | Uneducated | Single | $60K - $80K | Silver | 46 | 4 | 2 | 4 | 25991.0 | 0 | 25991.0 | 0.639 | 2996 | 62 | 0.879 | 0.000 | 8/11/2021 |
| 718188858 | Existing Customer | 52 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2537.0 | 1097 | 1440.0 | 0.874 | 4964 | 84 | 0.909 | 0.432 | 12/31/2022 |
| 718514283 | Existing Customer | 46 | M | 4 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 1438.3 | 794 | 644.3 | 0.807 | 3895 | 67 | 0.558 | 0.552 | 4/1/2022 |
| 708642708 | Attrited Customer | 40 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 13019.0 | 0 | 13019.0 | 0.487 | 1484 | 33 | 0.435 | 0.000 | 2/19/2022 |
| 811475733 | Attrited Customer | 53 | F | 1 | College | Married | $40K - $60K | Blue | 48 | 2 | 2 | 3 | 3339.0 | 0 | 3339.0 | 0.694 | 2432 | 48 | 0.600 | 0.000 | 11/13/2021 |
| 712089108 | Existing Customer | 49 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 28390.0 | 1141 | 27249.0 | 0.919 | 4631 | 76 | 0.949 | 0.040 | 11/12/2021 |
| 710761533 | Existing Customer | 44 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 23665.0 | 1624 | 22041.0 | 0.574 | 4190 | 87 | 0.706 | 0.069 | 4/28/2022 |
| 714963558 | Existing Customer | 46 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.951 | 4374 | 71 | 0.775 | 0.000 | 11/21/2020 |
| 714834258 | Existing Customer | 43 | F | 4 | High School | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2459.0 | 1127 | 1332.0 | 0.765 | 4343 | 83 | 0.886 | 0.458 | 4/9/2019 |
| 713788083 | Attrited Customer | 28 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 5 | 1624.0 | 0 | 1624.0 | 0.299 | 1897 | 35 | 0.250 | 0.000 | 1/21/2019 |
| 719583558 | Existing Customer | 49 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 6 | 2 | 3 | 8900.0 | 1700 | 7200.0 | 0.906 | 4710 | 70 | 0.556 | 0.191 | 8/29/2022 |
| 744705408 | Existing Customer | 48 | F | 4 | Graduate | Single | Unknown | Blue | 41 | 5 | 3 | 2 | 5239.0 | 1172 | 4067.0 | 0.825 | 4241 | 61 | 0.968 | 0.224 | 12/19/2020 |
| 713240133 | Existing Customer | 42 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 9351.0 | 1482 | 7869.0 | 0.464 | 5099 | 60 | 0.714 | 0.158 | 6/10/2019 |
| 815015283 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 2 | 2 | 2655.0 | 1650 | 1005.0 | 0.701 | 4025 | 62 | 0.590 | 0.621 | 5/11/2021 |
| 718072758 | Existing Customer | 51 | M | 2 | Post-Graduate | Married | $120K + | Blue | 45 | 5 | 2 | 1 | 3173.0 | 2517 | 656.0 | 0.708 | 4030 | 73 | 0.622 | 0.793 | 2/1/2021 |
| 709127808 | Existing Customer | 48 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 35 | 5 | 2 | 1 | 6243.0 | 1331 | 4912.0 | 0.800 | 3502 | 57 | 1.036 | 0.213 | 2/8/2019 |
| 715080258 | Existing Customer | 37 | F | 1 | High School | Single | Unknown | Blue | 36 | 3 | 2 | 3 | 6730.0 | 1093 | 5637.0 | 1.010 | 4814 | 89 | 0.854 | 0.162 | 10/27/2020 |
| 709567758 | Existing Customer | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2490.0 | 2225 | 265.0 | 0.566 | 3339 | 71 | 0.543 | 0.894 | 8/8/2021 |
| 780067158 | Attrited Customer | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1746.0 | 1107 | 639.0 | 0.539 | 1907 | 47 | 0.621 | 0.634 | 12/19/2021 |
| 715357308 | Existing Customer | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 4141.0 | 1424 | 2717.0 | 0.574 | 3512 | 65 | 0.477 | 0.344 | 7/5/2020 |
| 720559908 | Existing Customer | 58 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 46 | 6 | 1 | 4 | 11684.0 | 653 | 11031.0 | 0.622 | 4900 | 61 | 0.743 | 0.056 | 11/19/2022 |
| 720339558 | Existing Customer | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2363.0 | 494 | 1869.0 | 0.736 | 3887 | 71 | 0.651 | 0.209 | 12/30/2019 |
| 809599158 | Attrited Customer | 48 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 43 | 2 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.671 | 1626 | 28 | 0.400 | 0.000 | 1/31/2020 |
| 793269933 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $60K - $80K | Silver | 40 | 6 | 3 | 2 | 28829.0 | 0 | 28829.0 | 0.463 | 4540 | 78 | 0.560 | 0.000 | 10/6/2022 |
| 809978733 | Existing Customer | 33 | F | 2 | High School | Single | $40K - $60K | Blue | 28 | 3 | 2 | 3 | 1438.3 | 746 | 692.3 | 0.913 | 4415 | 77 | 0.878 | 0.519 | 11/1/2019 |
| 788996058 | Existing Customer | 47 | F | 2 | High School | Married | Less than $40K | Blue | 34 | 4 | 2 | 4 | 2730.0 | 1970 | 760.0 | 0.848 | 3841 | 69 | 0.865 | 0.722 | 10/25/2019 |
| 712575708 | Existing Customer | 55 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 4 | 1994.0 | 1175 | 819.0 | 0.794 | 4455 | 82 | 0.547 | 0.589 | 9/11/2020 |
| 789625383 | Existing Customer | 48 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 4 | 3 | 3 | 9727.0 | 1626 | 8101.0 | 1.006 | 3543 | 62 | 0.676 | 0.167 | 5/13/2022 |
| 719730258 | Existing Customer | 41 | M | 4 | Uneducated | Divorced | $60K - $80K | Silver | 36 | 4 | 2 | 3 | 33771.0 | 0 | 33771.0 | 0.791 | 3819 | 75 | 0.829 | 0.000 | 2/22/2021 |
| 793717608 | Existing Customer | 39 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 33 | 6 | 2 | 0 | 10452.0 | 1120 | 9332.0 | 0.802 | 3592 | 79 | 0.795 | 0.107 | 4/29/2022 |
| 709798908 | Attrited Customer | 45 | F | 4 | Unknown | Single | Less than $40K | Blue | 32 | 3 | 3 | 4 | 2858.0 | 0 | 2858.0 | 1.058 | 2611 | 43 | 0.483 | 0.000 | 3/4/2020 |
| 716077458 | Existing Customer | 46 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 4707.0 | 1121 | 3586.0 | 0.604 | 3188 | 71 | 0.651 | 0.238 | 4/15/2019 |
| 813435108 | Existing Customer | 49 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 2 | 1 | 3537.0 | 0 | 3537.0 | 0.763 | 4726 | 78 | 0.814 | 0.000 | 8/21/2020 |
| 708084558 | Attrited Customer | 46 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 8258.0 | 1771 | 6487.0 | 0.000 | 1447 | 23 | 0.000 | 0.214 | 8/5/2019 |
| 719880408 | Existing Customer | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 3 | 1 | 3072.0 | 1611 | 1461.0 | 0.682 | 3992 | 57 | 0.727 | 0.524 | 4/21/2019 |
| 719343633 | Existing Customer | 48 | M | 3 | High School | Unknown | Less than $40K | Blue | 38 | 4 | 3 | 3 | 8892.0 | 889 | 8003.0 | 0.670 | 4900 | 89 | 0.745 | 0.100 | 7/16/2019 |
| 718711158 | Attrited Customer | 52 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 1 | 2 | 3 | 3841.0 | 2517 | 1324.0 | 0.841 | 2680 | 51 | 0.545 | 0.655 | 11/9/2022 |
| 717443658 | Existing Customer | 37 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 28 | 4 | 3 | 1 | 1920.0 | 0 | 1920.0 | 0.688 | 4715 | 81 | 0.841 | 0.000 | 10/27/2021 |
| 715976433 | Existing Customer | 42 | M | 3 | High School | Unknown | Less than $40K | Blue | 31 | 4 | 2 | 4 | 7802.0 | 1885 | 5917.0 | 0.643 | 4212 | 75 | 0.744 | 0.242 | 12/27/2019 |
| 719038008 | Existing Customer | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1705.0 | 1192 | 513.0 | 0.763 | 4862 | 41 | 0.242 | 0.699 | 5/28/2019 |
| 709143183 | Attrited Customer | 52 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 1822.0 | 1605 | 217.0 | 0.756 | 2538 | 39 | 0.696 | 0.881 | 12/30/2022 |
| 710186958 | Existing Customer | 45 | F | 3 | Unknown | Single | Unknown | Blue | 32 | 6 | 3 | 4 | 9294.0 | 2000 | 7294.0 | 0.637 | 4431 | 82 | 0.673 | 0.215 | 8/23/2022 |
| 709274583 | Existing Customer | 40 | M | 2 | High School | Married | $120K + | Blue | 27 | 5 | 3 | 1 | 12248.0 | 1323 | 10925.0 | 0.882 | 4806 | 91 | 0.896 | 0.108 | 3/5/2022 |
| 816864483 | Existing Customer | 39 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 10264.0 | 803 | 9461.0 | 0.802 | 4003 | 74 | 0.721 | 0.078 | 4/28/2020 |
| 708271833 | Existing Customer | 42 | M | 3 | Graduate | Single | $40K - $60K | Silver | 36 | 3 | 2 | 3 | 15069.0 | 1843 | 13226.0 | 0.840 | 3464 | 67 | 0.558 | 0.122 | 3/29/2020 |
| 821759658 | Attrited Customer | 41 | F | 4 | High School | Divorced | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 4650.0 | 204 | 4446.0 | 0.685 | 2014 | 54 | 0.800 | 0.044 | 6/4/2021 |
| 820920408 | Existing Customer | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 48 | 3 | 2 | 2 | 3685.0 | 0 | 3685.0 | 0.762 | 4012 | 59 | 0.639 | 0.000 | 12/2/2019 |
| 718403358 | Existing Customer | 49 | F | 2 | High School | Divorced | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 7231.0 | 2517 | 4714.0 | 0.865 | 3912 | 67 | 0.763 | 0.348 | 9/28/2021 |
| 713476758 | Existing Customer | 44 | M | 4 | Unknown | Married | $60K - $80K | Blue | 32 | 4 | 1 | 1 | 10007.0 | 1586 | 8421.0 | 0.921 | 4309 | 77 | 0.711 | 0.158 | 9/5/2022 |
| 720690933 | Existing Customer | 52 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 2641.0 | 1584 | 1057.0 | 0.809 | 4279 | 67 | 0.718 | 0.600 | 3/16/2021 |
| 719252583 | Existing Customer | 29 | F | 1 | High School | Single | Less than $40K | Blue | 20 | 4 | 2 | 1 | 3095.0 | 1488 | 1607.0 | 0.924 | 4642 | 92 | 0.878 | 0.481 | 9/29/2019 |
| 712783083 | Attrited Customer | 48 | F | 4 | High School | Married | Less than $40K | Blue | 37 | 1 | 2 | 3 | 3607.0 | 0 | 3607.0 | 0.504 | 2013 | 35 | 0.458 | 0.000 | 3/2/2022 |
| 771204108 | Existing Customer | 36 | F | 2 | Uneducated | Single | Unknown | Blue | 23 | 3 | 1 | 0 | 1954.0 | 1179 | 775.0 | 0.867 | 3896 | 67 | 0.718 | 0.603 | 7/11/2022 |
| 817247658 | Existing Customer | 45 | M | 3 | High School | Unknown | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 21317.0 | 0 | 21317.0 | 0.833 | 3814 | 67 | 1.030 | 0.000 | 8/23/2019 |
| 821749608 | Attrited Customer | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 3 | 19402.0 | 0 | 19402.0 | 0.580 | 1937 | 51 | 0.594 | 0.000 | 5/16/2019 |
| 714389883 | Existing Customer | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 8063.0 | 1485 | 6578.0 | 0.872 | 4275 | 77 | 0.833 | 0.184 | 2/25/2022 |
| 713648208 | Existing Customer | 40 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 32 | 6 | 2 | 2 | 3097.0 | 2409 | 688.0 | 0.912 | 4624 | 86 | 0.870 | 0.778 | 9/16/2020 |
| 826261008 | Attrited Customer | 48 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 44 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.736 | 2054 | 46 | 0.586 | 0.000 | 11/14/2022 |
| 824163333 | Existing Customer | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 4 | 3161.0 | 2424 | 737.0 | 0.617 | 4307 | 66 | 0.784 | 0.767 | 12/19/2019 |
| 709444983 | Attrited Customer | 38 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 3 | 2435.0 | 2432 | 3.0 | 0.120 | 1460 | 32 | 0.103 | 0.999 | 1/12/2020 |
| 711154908 | Existing Customer | 59 | F | 0 | Unknown | Single | Less than $40K | Blue | 40 | 5 | 2 | 2 | 1845.0 | 1076 | 769.0 | 1.016 | 4319 | 76 | 0.551 | 0.583 | 8/7/2021 |
| 769575783 | Attrited Customer | 49 | F | 3 | College | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 1603.0 | 749 | 854.0 | 0.733 | 2644 | 43 | 0.483 | 0.467 | 3/5/2021 |
| 720334833 | Existing Customer | 39 | F | 5 | College | Single | Less than $40K | Blue | 30 | 4 | 1 | 2 | 4710.0 | 1869 | 2841.0 | 0.858 | 4719 | 91 | 0.655 | 0.397 | 12/17/2020 |
| 709563258 | Attrited Customer | 50 | F | 2 | Uneducated | Single | Unknown | Blue | 41 | 2 | 3 | 2 | 2751.0 | 2253 | 498.0 | 0.497 | 2108 | 40 | 0.481 | 0.819 | 8/22/2020 |
| 708205083 | Existing Customer | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 6 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.767 | 4815 | 81 | 0.653 | 0.000 | 1/4/2020 |
| 715276683 | Existing Customer | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 45 | 5 | 1 | 4 | 24287.0 | 1676 | 22611.0 | 0.506 | 5495 | 69 | 0.816 | 0.069 | 4/1/2020 |
| 721254858 | Existing Customer | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 1 | 1 | 1694.0 | 1074 | 620.0 | 0.780 | 3857 | 70 | 0.750 | 0.634 | 4/12/2021 |
| 712257258 | Attrited Customer | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 5 | 1457.0 | 0 | 1457.0 | 0.493 | 1441 | 39 | 0.393 | 0.000 | 1/24/2019 |
| 789616158 | Existing Customer | 33 | M | 3 | Unknown | Divorced | Unknown | Blue | 27 | 6 | 1 | 3 | 25045.0 | 0 | 25045.0 | 1.018 | 3444 | 52 | 0.926 | 0.000 | 10/31/2020 |
| 708773583 | Existing Customer | 52 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 45 | 5 | 2 | 0 | 10859.0 | 1710 | 9149.0 | 0.974 | 3987 | 64 | 0.829 | 0.157 | 9/1/2021 |
| 711110733 | Existing Customer | 45 | M | 3 | High School | Married | $40K - $60K | Silver | 33 | 3 | 2 | 1 | 16928.0 | 1519 | 15409.0 | 0.894 | 3355 | 66 | 0.886 | 0.090 | 9/7/2021 |
| 714043008 | Existing Customer | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 30 | 6 | 3 | 4 | 4297.0 | 0 | 4297.0 | 0.797 | 4310 | 76 | 0.767 | 0.000 | 9/30/2022 |
| 780602733 | Existing Customer | 42 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 8302.0 | 1294 | 7008.0 | 0.558 | 3221 | 66 | 0.610 | 0.156 | 5/26/2019 |
| 823557333 | Existing Customer | 43 | F | 2 | Uneducated | Unknown | Less than $40K | Blue | 39 | 5 | 3 | 3 | 2734.0 | 2517 | 217.0 | 0.700 | 4457 | 86 | 0.955 | 0.921 | 2/1/2022 |
| 772825308 | Existing Customer | 40 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 27374.0 | 1509 | 25865.0 | 0.803 | 4231 | 60 | 0.714 | 0.055 | 10/18/2019 |
| 713251008 | Existing Customer | 43 | F | 2 | Uneducated | Married | Unknown | Blue | 38 | 6 | 3 | 1 | 2960.0 | 1853 | 1107.0 | 0.949 | 3921 | 63 | 0.853 | 0.626 | 10/25/2019 |
| 711175083 | Existing Customer | 54 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 41 | 4 | 2 | 3 | 9110.0 | 0 | 9110.0 | 0.662 | 2999 | 75 | 0.786 | 0.000 | 8/3/2021 |
| 756477333 | Existing Customer | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 35 | 4 | 3 | 1 | 1539.0 | 0 | 1539.0 | 0.944 | 4793 | 71 | 0.614 | 0.000 | 6/3/2019 |
| 712294983 | Existing Customer | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 1947.0 | 1160 | 787.0 | 1.227 | 4496 | 71 | 1.290 | 0.596 | 3/29/2021 |
| 717023508 | Existing Customer | 45 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 2667.0 | 1551 | 1116.0 | 0.672 | 4883 | 85 | 0.735 | 0.582 | 8/3/2019 |
| 709869708 | Existing Customer | 54 | F | 3 | College | Single | Less than $40K | Blue | 45 | 5 | 1 | 4 | 3062.0 | 2039 | 1023.0 | 1.057 | 4037 | 71 | 0.821 | 0.666 | 7/24/2020 |
| 772133808 | Existing Customer | 47 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 6 | 5 | 0 | 3114.0 | 1059 | 2055.0 | 0.780 | 4342 | 62 | 0.771 | 0.340 | 4/12/2020 |
| 768196008 | Existing Customer | 54 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 2 | 3 | 14948.0 | 2158 | 12790.0 | 0.844 | 3094 | 56 | 1.000 | 0.144 | 8/8/2020 |
| 708916083 | Attrited Customer | 49 | F | 0 | Doctorate | Unknown | Less than $40K | Blue | 37 | 5 | 2 | 3 | 1749.0 | 0 | 1749.0 | 1.006 | 2510 | 38 | 0.407 | 0.000 | 8/10/2022 |
| 789526458 | Existing Customer | 44 | M | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 2 | 1 | 2534.0 | 1706 | 828.0 | 0.793 | 3965 | 57 | 1.111 | 0.673 | 4/22/2021 |
| 716079708 | Existing Customer | 46 | F | 3 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2503.0 | 2373 | 130.0 | 0.697 | 4647 | 65 | 0.806 | 0.948 | 9/18/2022 |
| 720087708 | Existing Customer | 38 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1854.0 | 0 | 1854.0 | 0.885 | 5245 | 89 | 0.712 | 0.000 | 9/27/2020 |
| 714259533 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 4092.0 | 622 | 3470.0 | 0.775 | 5001 | 88 | 0.492 | 0.152 | 4/17/2022 |
| 714691683 | Existing Customer | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 54 | 4 | 1 | 4 | 13284.0 | 607 | 12677.0 | 0.857 | 4942 | 76 | 0.652 | 0.046 | 11/28/2022 |
| 768420558 | Existing Customer | 59 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 6 | 3 | 4 | 4830.0 | 1469 | 3361.0 | 0.634 | 3365 | 63 | 0.750 | 0.304 | 12/3/2021 |
| 778364583 | Attrited Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 3 | 2 | 3 | 5911.0 | 916 | 4995.0 | 0.471 | 1656 | 31 | 0.722 | 0.155 | 12/22/2022 |
| 719186433 | Existing Customer | 53 | F | 1 | College | Single | Unknown | Blue | 44 | 3 | 2 | 2 | 11012.0 | 1328 | 9684.0 | 0.617 | 3793 | 86 | 0.654 | 0.121 | 5/16/2020 |
| 719951208 | Existing Customer | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 24 | 5 | 3 | 2 | 19188.0 | 0 | 19188.0 | 0.453 | 4366 | 69 | 0.816 | 0.000 | 1/15/2019 |
| 720182658 | Existing Customer | 44 | F | 3 | Uneducated | Single | Unknown | Blue | 31 | 4 | 2 | 3 | 18056.0 | 940 | 17116.0 | 0.629 | 4473 | 72 | 0.600 | 0.052 | 5/4/2021 |
| 789022233 | Existing Customer | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 5 | 2 | 1438.3 | 754 | 684.3 | 0.740 | 4457 | 69 | 0.683 | 0.524 | 4/17/2019 |
| 778353183 | Existing Customer | 31 | F | 0 | High School | Married | Less than $40K | Blue | 13 | 5 | 2 | 3 | 3201.0 | 984 | 2217.0 | 0.639 | 5155 | 77 | 0.925 | 0.307 | 7/11/2021 |
| 713789883 | Existing Customer | 50 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 1479.0 | 1004 | 475.0 | 0.827 | 5116 | 75 | 0.974 | 0.679 | 10/28/2019 |
| 773018583 | Existing Customer | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 1 | 2 | 3144.0 | 2216 | 928.0 | 0.741 | 4717 | 75 | 0.562 | 0.705 | 3/23/2021 |
| 771354633 | Existing Customer | 58 | M | 1 | College | Single | $80K - $120K | Blue | 45 | 5 | 3 | 4 | 1854.0 | 1480 | 374.0 | 0.853 | 3292 | 73 | 0.921 | 0.798 | 4/8/2022 |
| 717308433 | Attrited Customer | 49 | M | 5 | Uneducated | Unknown | $60K - $80K | Blue | 43 | 3 | 3 | 3 | 1960.0 | 0 | 1960.0 | 0.493 | 2253 | 39 | 0.345 | 0.000 | 3/6/2021 |
| 712271958 | Existing Customer | 37 | M | 3 | Uneducated | Unknown | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 9782.0 | 1793 | 7989.0 | 0.886 | 3672 | 75 | 0.923 | 0.183 | 1/3/2020 |
| 716736858 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 2 | 3144.0 | 0 | 3144.0 | 0.561 | 3774 | 80 | 0.818 | 0.000 | 5/17/2022 |
| 713796033 | Attrited Customer | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 6 | 3 | 3 | 4738.0 | 0 | 4738.0 | 0.641 | 1900 | 36 | 0.500 | 0.000 | 1/18/2021 |
| 710812533 | Attrited Customer | 46 | F | 3 | High School | Single | Unknown | Silver | 36 | 4 | 2 | 3 | 34516.0 | 154 | 34362.0 | 0.602 | 1987 | 46 | 0.586 | 0.004 | 5/15/2019 |
| 782555058 | Existing Customer | 35 | F | 1 | Unknown | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1438.3 | 856 | 582.3 | 0.792 | 4432 | 92 | 0.736 | 0.595 | 3/2/2019 |
| 714864333 | Attrited Customer | 43 | M | 2 | College | Divorced | $120K + | Blue | 37 | 4 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.536 | 1370 | 38 | 0.357 | 0.000 | 11/9/2022 |
| 787918158 | Existing Customer | 32 | F | 0 | Uneducated | Married | Less than $40K | Blue | 23 | 5 | 2 | 4 | 2156.0 | 1114 | 1042.0 | 0.603 | 4106 | 66 | 0.833 | 0.517 | 4/18/2022 |
| 779070033 | Existing Customer | 63 | F | 0 | College | Single | Less than $40K | Blue | 44 | 3 | 4 | 2 | 1938.0 | 0 | 1938.0 | 0.536 | 3974 | 56 | 0.931 | 0.000 | 1/28/2019 |
| 789945933 | Existing Customer | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 52 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.925 | 3560 | 67 | 0.861 | 0.000 | 3/11/2019 |
| 720810783 | Attrited Customer | 54 | F | 2 | Graduate | Married | Unknown | Blue | 44 | 2 | 3 | 3 | 3781.0 | 1692 | 2089.0 | 0.791 | 2310 | 43 | 0.720 | 0.448 | 6/8/2022 |
| 715627833 | Existing Customer | 48 | M | 3 | High School | Married | $60K - $80K | Gold | 37 | 6 | 2 | 0 | 34516.0 | 1948 | 32568.0 | 0.666 | 4539 | 75 | 0.705 | 0.056 | 9/4/2021 |
| 809538783 | Existing Customer | 49 | M | 1 | High School | Single | $120K + | Blue | 44 | 6 | 2 | 3 | 1438.3 | 1058 | 380.3 | 0.560 | 4109 | 72 | 0.800 | 0.736 | 2/12/2020 |
| 715987758 | Attrited Customer | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 1 | 3261.0 | 0 | 3261.0 | 1.012 | 3081 | 50 | 0.667 | 0.000 | 5/21/2022 |
| 711967158 | Existing Customer | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 23 | 6 | 3 | 1 | 2211.0 | 1370 | 841.0 | 0.781 | 4359 | 79 | 0.927 | 0.620 | 10/12/2022 |
| 712325433 | Existing Customer | 39 | F | 2 | Unknown | Single | Unknown | Blue | 28 | 6 | 2 | 2 | 1493.0 | 792 | 701.0 | 0.688 | 4131 | 80 | 0.702 | 0.530 | 2/28/2019 |
| 716470683 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Unknown | Blue | 36 | 3 | 1 | 3 | 20631.0 | 2048 | 18583.0 | 0.676 | 4827 | 77 | 0.711 | 0.099 | 5/7/2022 |
| 713289183 | Existing Customer | 53 | F | 3 | Doctorate | Married | Less than $40K | Blue | 33 | 6 | 2 | 1 | 2255.0 | 1647 | 608.0 | 0.848 | 4270 | 76 | 0.767 | 0.730 | 3/21/2019 |
| 711549408 | Existing Customer | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 5 | 1 | 3 | 1507.0 | 961 | 546.0 | 0.678 | 4126 | 90 | 0.667 | 0.638 | 11/12/2020 |
| 709523508 | Existing Customer | 65 | F | 0 | Uneducated | Unknown | Less than $40K | Silver | 53 | 5 | 1 | 2 | 11097.0 | 0 | 11097.0 | 0.648 | 4836 | 83 | 0.566 | 0.000 | 3/15/2021 |
| 717578358 | Existing Customer | 49 | F | 4 | Graduate | Married | Unknown | Blue | 40 | 5 | 1 | 1 | 8162.0 | 1704 | 6458.0 | 0.819 | 4334 | 80 | 0.739 | 0.209 | 2/12/2021 |
| 711673983 | Existing Customer | 44 | M | 4 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 18721.0 | 1568 | 17153.0 | 0.788 | 4537 | 81 | 0.800 | 0.084 | 7/4/2020 |
| 713388108 | Attrited Customer | 62 | F | 0 | High School | Unknown | Less than $40K | Blue | 51 | 4 | 2 | 3 | 5210.0 | 0 | 5210.0 | 0.640 | 2162 | 36 | 0.161 | 0.000 | 11/14/2022 |
| 715679733 | Existing Customer | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1736.0 | 1513 | 223.0 | 0.829 | 3462 | 67 | 0.558 | 0.872 | 7/15/2019 |
| 779694183 | Existing Customer | 51 | M | 3 | College | Married | $80K - $120K | Blue | 34 | 5 | 2 | 4 | 1864.0 | 1427 | 437.0 | 0.725 | 3833 | 73 | 0.587 | 0.766 | 11/24/2019 |
| 788544108 | Existing Customer | 43 | F | 2 | High School | Single | Less than $40K | Blue | 37 | 4 | 3 | 0 | 6611.0 | 1041 | 5570.0 | 0.744 | 4037 | 74 | 0.682 | 0.157 | 8/26/2019 |
| 715583283 | Existing Customer | 34 | F | 0 | Graduate | Married | Unknown | Blue | 13 | 4 | 1 | 4 | 7942.0 | 2087 | 5855.0 | 0.754 | 4068 | 66 | 0.610 | 0.263 | 5/29/2021 |
| 719917233 | Attrited Customer | 49 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 13382.0 | 1159 | 12223.0 | 0.404 | 1828 | 45 | 0.500 | 0.087 | 11/7/2021 |
| 717103758 | Attrited Customer | 63 | M | 0 | Graduate | Single | Unknown | Blue | 55 | 5 | 0 | 2 | 18550.0 | 0 | 18550.0 | 0.908 | 2616 | 42 | 0.826 | 0.000 | 8/15/2021 |
| 714621183 | Existing Customer | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2650.0 | 1646 | 1004.0 | 0.747 | 4512 | 80 | 0.509 | 0.621 | 1/14/2020 |
| 721365033 | Attrited Customer | 37 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 1696.0 | 0 | 1696.0 | 0.857 | 2095 | 43 | 0.536 | 0.000 | 10/30/2022 |
| 712999008 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 3 | 1 | 1 | 2628.0 | 1771 | 857.0 | 0.788 | 4316 | 72 | 0.600 | 0.674 | 7/5/2020 |
| 780790008 | Existing Customer | 46 | F | 3 | Unknown | Married | $40K - $60K | Blue | 39 | 6 | 3 | 2 | 1457.0 | 563 | 894.0 | 0.711 | 3967 | 69 | 0.568 | 0.386 | 12/27/2019 |
| 779499933 | Existing Customer | 46 | M | 5 | Uneducated | Unknown | $80K - $120K | Blue | 28 | 6 | 1 | 1 | 34516.0 | 1259 | 33257.0 | 0.671 | 4300 | 94 | 0.741 | 0.036 | 11/10/2020 |
| 717200508 | Existing Customer | 40 | F | 4 | Uneducated | Single | Unknown | Blue | 32 | 3 | 1 | 3 | 3056.0 | 2038 | 1018.0 | 0.675 | 4734 | 73 | 0.659 | 0.667 | 6/13/2022 |
| 716995083 | Existing Customer | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 44 | 6 | 2 | 4 | 2650.0 | 1049 | 1601.0 | 0.874 | 4218 | 64 | 0.730 | 0.396 | 7/26/2021 |
| 718137183 | Existing Customer | 58 | F | 1 | College | Married | Less than $40K | Blue | 38 | 4 | 2 | 3 | 3331.0 | 2251 | 1080.0 | 1.044 | 5379 | 92 | 0.643 | 0.676 | 4/23/2019 |
| 787507833 | Existing Customer | 49 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 38 | 6 | 2 | 1 | 3343.0 | 1820 | 1523.0 | 0.727 | 4507 | 63 | 0.703 | 0.544 | 10/2/2019 |
| 810974958 | Attrited Customer | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 4123.0 | 1760 | 2363.0 | 0.869 | 2447 | 40 | 0.429 | 0.427 | 12/2/2020 |
| 717967833 | Existing Customer | 55 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 1 | 0 | 2677.0 | 1555 | 1122.0 | 0.639 | 4757 | 81 | 0.688 | 0.581 | 1/14/2019 |
| 712267983 | Attrited Customer | 57 | F | 0 | Graduate | Single | Less than $40K | Blue | 45 | 4 | 3 | 3 | 3023.0 | 2517 | 506.0 | 0.646 | 2477 | 42 | 0.615 | 0.833 | 10/3/2019 |
| 717376758 | Existing Customer | 56 | F | 2 | High School | Married | Less than $40K | Blue | 47 | 4 | 3 | 1 | 2238.0 | 1324 | 914.0 | 0.762 | 4108 | 72 | 0.846 | 0.592 | 7/29/2019 |
| 718250883 | Attrited Customer | 59 | F | 2 | High School | Married | Unknown | Blue | 51 | 3 | 3 | 3 | 3875.0 | 1397 | 2478.0 | 0.573 | 2312 | 49 | 0.581 | 0.361 | 10/27/2022 |
| 717491058 | Existing Customer | 42 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 26 | 6 | 2 | 3 | 20803.0 | 1747 | 19056.0 | 0.311 | 4012 | 60 | 0.429 | 0.084 | 7/16/2019 |
| 802243458 | Attrited Customer | 48 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 42 | 6 | 3 | 2 | 2760.0 | 0 | 2760.0 | 0.576 | 1759 | 34 | 0.214 | 0.000 | 8/2/2022 |
| 714485508 | Existing Customer | 45 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 9086.0 | 1254 | 7832.0 | 0.930 | 3906 | 81 | 0.800 | 0.138 | 5/28/2021 |
| 711377808 | Existing Customer | 47 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 21142.0 | 0 | 21142.0 | 0.812 | 4360 | 66 | 1.357 | 0.000 | 11/21/2021 |
| 718565733 | Existing Customer | 62 | M | 0 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 3653.0 | 1769 | 1884.0 | 0.825 | 4423 | 67 | 0.763 | 0.484 | 1/29/2020 |
| 712723608 | Existing Customer | 44 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 36 | 6 | 2 | 4 | 1713.0 | 0 | 1713.0 | 0.678 | 3999 | 66 | 1.062 | 0.000 | 3/20/2022 |
| 789948408 | Existing Customer | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 3 | 1 | 4 | 34516.0 | 1718 | 32798.0 | 0.510 | 5220 | 74 | 0.423 | 0.050 | 9/25/2022 |
| 734909358 | Existing Customer | 43 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 4 | 1 | 1 | 6548.0 | 1244 | 5304.0 | 0.667 | 4354 | 79 | 0.927 | 0.190 | 11/21/2021 |
| 719267283 | Existing Customer | 35 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 27 | 6 | 1 | 0 | 1953.0 | 1554 | 399.0 | 0.581 | 4598 | 71 | 0.651 | 0.796 | 11/17/2019 |
| 780684933 | Existing Customer | 49 | M | 3 | High School | Unknown | $40K - $60K | Blue | 38 | 4 | 1 | 3 | 3051.0 | 1783 | 1268.0 | 0.732 | 4887 | 69 | 0.725 | 0.584 | 4/12/2019 |
| 720330558 | Attrited Customer | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 25 | 5 | 2 | 3 | 25256.0 | 966 | 24290.0 | 0.488 | 2048 | 40 | 0.333 | 0.038 | 1/18/2020 |
| 720784833 | Attrited Customer | 48 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 1 | 1630.0 | 1243 | 387.0 | 0.400 | 1884 | 43 | 0.303 | 0.763 | 11/5/2021 |
| 789059958 | Existing Customer | 42 | M | 4 | High School | Married | $120K + | Gold | 30 | 6 | 2 | 4 | 34516.0 | 1045 | 33471.0 | 0.848 | 3574 | 75 | 0.923 | 0.030 | 11/26/2020 |
| 797138883 | Existing Customer | 43 | M | 4 | Unknown | Married | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 10800.0 | 1491 | 9309.0 | 0.543 | 3966 | 77 | 0.638 | 0.138 | 5/7/2021 |
| 721448283 | Attrited Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 26 | 3 | 3 | 1 | 1876.0 | 1536 | 340.0 | 0.712 | 2579 | 47 | 0.469 | 0.819 | 1/30/2021 |
| 710552733 | Attrited Customer | 42 | M | 5 | Unknown | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 4963.0 | 0 | 4963.0 | 0.637 | 2335 | 40 | 0.429 | 0.000 | 7/11/2021 |
| 742778358 | Existing Customer | 44 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 3 | 1 | 4 | 16739.0 | 1229 | 15510.0 | 0.497 | 4014 | 69 | 0.568 | 0.073 | 10/2/2021 |
| 713933658 | Existing Customer | 56 | F | 0 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 6 | 2 | 2463.0 | 1621 | 842.0 | 0.568 | 4118 | 70 | 0.591 | 0.658 | 2/2/2020 |
| 788142483 | Existing Customer | 46 | M | 3 | College | Single | $80K - $120K | Silver | 38 | 3 | 3 | 1 | 34516.0 | 1278 | 33238.0 | 0.510 | 4699 | 73 | 0.622 | 0.037 | 11/26/2022 |
| 789705408 | Existing Customer | 50 | M | 2 | College | Married | $60K - $80K | Blue | 37 | 4 | 1 | 2 | 4743.0 | 1687 | 3056.0 | 0.957 | 3739 | 55 | 0.618 | 0.356 | 3/27/2020 |
| 780378633 | Existing Customer | 43 | M | 3 | College | Unknown | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 9382.0 | 1455 | 7927.0 | 0.482 | 3412 | 71 | 0.821 | 0.155 | 6/11/2020 |
| 817422408 | Existing Customer | 45 | F | 3 | Uneducated | Single | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2059.0 | 1118 | 941.0 | 0.788 | 4110 | 71 | 1.152 | 0.543 | 3/16/2021 |
| 781297983 | Existing Customer | 58 | M | 2 | Unknown | Divorced | $60K - $80K | Blue | 52 | 6 | 2 | 3 | 20410.0 | 1196 | 19214.0 | 0.726 | 3525 | 78 | 0.733 | 0.059 | 11/14/2022 |
| 710671608 | Existing Customer | 39 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 31 | 5 | 3 | 4 | 6798.0 | 918 | 5880.0 | 0.671 | 3961 | 69 | 0.605 | 0.135 | 10/8/2019 |
| 719967708 | Existing Customer | 44 | F | 2 | Unknown | Single | Less than $40K | Blue | 32 | 3 | 1 | 4 | 6472.0 | 2128 | 4344.0 | 0.580 | 3592 | 66 | 0.833 | 0.329 | 7/28/2019 |
| 711879633 | Existing Customer | 45 | M | 3 | High School | Single | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2766.0 | 1985 | 781.0 | 0.796 | 4480 | 70 | 0.750 | 0.718 | 3/29/2019 |
| 716444733 | Existing Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.907 | 4271 | 79 | 0.756 | 0.000 | 12/14/2022 |
| 718460958 | Existing Customer | 49 | F | 2 | College | Married | Less than $40K | Blue | 35 | 3 | 3 | 4 | 3283.0 | 1856 | 1427.0 | 1.103 | 4498 | 64 | 0.829 | 0.565 | 1/4/2022 |
| 789953733 | Existing Customer | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 5 | 1 | 3 | 2470.0 | 1961 | 509.0 | 0.802 | 4519 | 78 | 0.733 | 0.794 | 3/8/2019 |
| 770278833 | Existing Customer | 43 | M | 4 | Unknown | Married | $120K + | Blue | 37 | 3 | 1 | 3 | 20695.0 | 1250 | 19445.0 | 0.605 | 3924 | 82 | 0.783 | 0.060 | 9/12/2020 |
| 787291308 | Existing Customer | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 4228.0 | 1709 | 2519.0 | 0.493 | 4389 | 79 | 0.580 | 0.404 | 11/9/2019 |
| 710644158 | Existing Customer | 45 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 28 | 5 | 3 | 1 | 31743.0 | 1332 | 30411.0 | 0.665 | 4293 | 73 | 0.622 | 0.042 | 5/26/2020 |
| 717095733 | Existing Customer | 48 | F | 4 | Unknown | Unknown | Less than $40K | Blue | 29 | 6 | 3 | 4 | 3212.0 | 2517 | 695.0 | 0.785 | 4284 | 69 | 1.300 | 0.784 | 3/25/2021 |
| 813338733 | Existing Customer | 47 | F | 3 | Unknown | Single | Unknown | Blue | 42 | 3 | 2 | 2 | 5884.0 | 1382 | 4502.0 | 0.910 | 4477 | 82 | 0.745 | 0.235 | 12/19/2022 |
| 787536933 | Existing Customer | 44 | F | 3 | Unknown | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 1724.0 | 0 | 1724.0 | 0.669 | 4768 | 80 | 0.860 | 0.000 | 8/3/2021 |
| 714384783 | Attrited Customer | 59 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2468.0 | 0 | 2468.0 | 0.500 | 2017 | 37 | 0.762 | 0.000 | 3/13/2020 |
| 713847858 | Attrited Customer | 49 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.409 | 1849 | 43 | 0.536 | 0.000 | 9/11/2021 |
| 809809008 | Existing Customer | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 1 | 2 | 3111.0 | 1541 | 1570.0 | 0.656 | 4570 | 68 | 0.511 | 0.495 | 8/10/2021 |
| 719446833 | Existing Customer | 58 | F | 1 | High School | Married | Less than $40K | Blue | 46 | 4 | 1 | 3 | 2799.0 | 1532 | 1267.0 | 0.583 | 4214 | 83 | 0.537 | 0.547 | 12/23/2019 |
| 720570333 | Existing Customer | 48 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 1912.0 | 1163 | 749.0 | 0.871 | 4786 | 81 | 0.723 | 0.608 | 4/17/2022 |
| 815308683 | Existing Customer | 46 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 4 | 3 | 1 | 18927.0 | 887 | 18040.0 | 1.065 | 3101 | 54 | 1.000 | 0.047 | 12/5/2021 |
| 810875958 | Attrited Customer | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 46 | 1 | 4 | 3 | 2016.0 | 395 | 1621.0 | 0.711 | 2473 | 44 | 0.571 | 0.196 | 6/17/2019 |
| 717775608 | Existing Customer | 51 | M | 2 | Post-Graduate | Unknown | $80K - $120K | Blue | 43 | 4 | 2 | 0 | 4830.0 | 1970 | 2860.0 | 0.799 | 4850 | 80 | 0.633 | 0.408 | 10/21/2020 |
| 718766058 | Attrited Customer | 56 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.650 | 2123 | 37 | 0.542 | 0.000 | 7/17/2021 |
| 710656683 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1986.0 | 1614 | 372.0 | 0.554 | 4442 | 64 | 0.730 | 0.813 | 7/17/2022 |
| 768390708 | Existing Customer | 47 | M | 2 | Unknown | Single | $80K - $120K | Blue | 41 | 6 | 1 | 1 | 2877.0 | 1136 | 1741.0 | 0.756 | 4006 | 68 | 0.478 | 0.395 | 9/28/2022 |
| 713263758 | Existing Customer | 53 | F | 1 | College | Single | Less than $40K | Blue | 45 | 3 | 2 | 2 | 2312.0 | 1997 | 315.0 | 0.787 | 5085 | 78 | 0.773 | 0.864 | 10/26/2020 |
| 754564308 | Existing Customer | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 3 | 3 | 2 | 2644.0 | 2126 | 518.0 | 0.748 | 3601 | 66 | 0.650 | 0.804 | 1/28/2019 |
| 827890758 | Existing Customer | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 3 | 0 | 2062.0 | 1302 | 760.0 | 0.631 | 3785 | 63 | 0.750 | 0.631 | 6/28/2019 |
| 779945508 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 35 | 5 | 2 | 2 | 3510.0 | 1881 | 1629.0 | 0.660 | 3808 | 81 | 0.884 | 0.536 | 1/10/2019 |
| 720807183 | Existing Customer | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 1 | 15026.0 | 916 | 14110.0 | 0.721 | 3281 | 63 | 0.800 | 0.061 | 9/30/2019 |
| 709309308 | Attrited Customer | 50 | M | 3 | College | Unknown | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 27186.0 | 0 | 27186.0 | 0.504 | 1704 | 34 | 0.478 | 0.000 | 1/31/2021 |
| 715844733 | Existing Customer | 45 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2174.0 | 877 | 1297.0 | 0.644 | 4596 | 71 | 0.449 | 0.403 | 7/1/2021 |
| 712332183 | Existing Customer | 42 | M | 3 | College | Single | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 29535.0 | 895 | 28640.0 | 0.952 | 3934 | 74 | 0.644 | 0.030 | 1/27/2020 |
| 790123983 | Existing Customer | 50 | F | 2 | High School | Single | Less than $40K | Blue | 43 | 4 | 2 | 1 | 2974.0 | 2090 | 884.0 | 0.975 | 4297 | 88 | 0.833 | 0.703 | 8/2/2021 |
| 711721458 | Attrited Customer | 50 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.658 | 2329 | 43 | 0.593 | 0.000 | 7/14/2020 |
| 716860233 | Existing Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 0 | 8148.0 | 701 | 7447.0 | 0.819 | 4124 | 87 | 0.891 | 0.086 | 8/19/2021 |
| 714678408 | Existing Customer | 48 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 31 | 6 | 6 | 4 | 2646.0 | 1983 | 663.0 | 0.700 | 4727 | 83 | 0.804 | 0.749 | 2/16/2021 |
| 708798483 | Attrited Customer | 37 | F | 3 | Unknown | Single | Unknown | Blue | 24 | 2 | 3 | 2 | 2054.0 | 0 | 2054.0 | 0.870 | 2567 | 43 | 0.593 | 0.000 | 1/5/2022 |
| 708501783 | Attrited Customer | 43 | M | 2 | High School | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 34516.0 | 1477 | 33039.0 | 0.324 | 1868 | 40 | 0.212 | 0.043 | 8/10/2019 |
| 713645883 | Existing Customer | 37 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 6 | 3 | 4 | 1879.0 | 1486 | 393.0 | 0.836 | 5202 | 88 | 0.692 | 0.791 | 2/7/2019 |
| 718622658 | Existing Customer | 45 | M | 4 | High School | Single | $80K - $120K | Blue | 34 | 3 | 2 | 3 | 15913.0 | 1696 | 14217.0 | 0.632 | 4472 | 86 | 0.792 | 0.107 | 10/11/2020 |
| 710641008 | Existing Customer | 44 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 8685.0 | 0 | 8685.0 | 0.666 | 2473 | 56 | 0.600 | 0.000 | 11/5/2019 |
| 718547358 | Existing Customer | 60 | F | 2 | Uneducated | Unknown | $40K - $60K | Blue | 52 | 4 | 3 | 2 | 2676.0 | 1740 | 936.0 | 0.735 | 3863 | 69 | 0.725 | 0.650 | 11/13/2020 |
| 716177583 | Existing Customer | 58 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.657 | 4722 | 89 | 0.745 | 0.000 | 2/20/2022 |
| 713417433 | Existing Customer | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 3 | 1711.0 | 0 | 1711.0 | 0.983 | 4496 | 77 | 0.925 | 0.000 | 11/1/2020 |
| 713043183 | Existing Customer | 61 | M | 0 | High School | Single | $40K - $60K | Blue | 48 | 3 | 2 | 4 | 2572.0 | 1969 | 603.0 | 0.644 | 4313 | 84 | 0.787 | 0.766 | 6/26/2020 |
| 719328858 | Attrited Customer | 56 | M | 4 | High School | Married | $60K - $80K | Blue | 43 | 6 | 2 | 6 | 4535.0 | 0 | 4535.0 | 0.831 | 2342 | 40 | 0.600 | 0.000 | 10/20/2021 |
| 718501983 | Existing Customer | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 6 | 1 | 5950.0 | 1117 | 4833.0 | 0.570 | 4682 | 89 | 0.679 | 0.188 | 1/7/2021 |
| 803800533 | Attrited Customer | 39 | M | 1 | Unknown | Single | $40K - $60K | Blue | 33 | 3 | 3 | 4 | 2088.0 | 975 | 1113.0 | 1.144 | 2866 | 59 | 0.735 | 0.467 | 10/26/2021 |
| 771790083 | Existing Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Silver | 32 | 4 | 3 | 2 | 10466.0 | 2080 | 8386.0 | 0.648 | 4116 | 64 | 0.684 | 0.199 | 10/16/2021 |
| 712817808 | Existing Customer | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 23 | 5 | 2 | 1 | 4761.0 | 1561 | 3200.0 | 0.690 | 2045 | 53 | 1.650 | 0.328 | 12/15/2019 |
| 811697958 | Existing Customer | 50 | F | 4 | Unknown | Married | Less than $40K | Blue | 45 | 4 | 1 | 4 | 1488.0 | 755 | 733.0 | 0.783 | 4451 | 65 | 0.711 | 0.507 | 12/11/2019 |
| 817089408 | Existing Customer | 44 | M | 2 | College | Married | $60K - $80K | Blue | 27 | 3 | 1 | 2 | 19114.0 | 1754 | 17360.0 | 0.865 | 4413 | 69 | 0.725 | 0.092 | 10/27/2019 |
| 803406558 | Existing Customer | 30 | F | 1 | Uneducated | Single | Unknown | Blue | 24 | 3 | 5 | 4 | 7536.0 | 1272 | 6264.0 | 0.683 | 4189 | 86 | 0.911 | 0.169 | 9/16/2020 |
| 717297708 | Existing Customer | 47 | F | 1 | Graduate | Single | Unknown | Blue | 37 | 6 | 3 | 3 | 2441.0 | 1672 | 769.0 | 0.893 | 4439 | 74 | 0.682 | 0.685 | 5/27/2022 |
| 808756458 | Existing Customer | 47 | M | 3 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 13189.0 | 1205 | 11984.0 | 0.708 | 3821 | 83 | 0.660 | 0.091 | 1/29/2022 |
| 718352358 | Attrited Customer | 49 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1914.0 | 0 | 1914.0 | 0.677 | 2687 | 41 | 0.414 | 0.000 | 3/8/2020 |
| 780638958 | Existing Customer | 42 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 31 | 6 | 2 | 1 | 2468.0 | 1850 | 618.0 | 0.775 | 4483 | 77 | 0.540 | 0.750 | 8/23/2020 |
| 721026033 | Existing Customer | 57 | F | 1 | Unknown | Single | Less than $40K | Blue | 44 | 4 | 3 | 2 | 2564.0 | 1258 | 1306.0 | 1.156 | 2673 | 43 | 0.870 | 0.491 | 6/17/2020 |
| 719894433 | Attrited Customer | 43 | F | 4 | Unknown | Married | Less than $40K | Blue | 24 | 6 | 2 | 3 | 1679.0 | 951 | 728.0 | 0.706 | 2492 | 43 | 0.593 | 0.566 | 6/23/2020 |
| 812493033 | Existing Customer | 44 | F | 3 | High School | Single | $40K - $60K | Blue | 37 | 4 | 1 | 1 | 3410.0 | 1110 | 2300.0 | 0.630 | 5102 | 63 | 0.615 | 0.326 | 3/26/2019 |
| 718256658 | Existing Customer | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 5 | 1 | 2728.0 | 0 | 2728.0 | 0.879 | 4554 | 75 | 0.744 | 0.000 | 2/28/2019 |
| 711421233 | Existing Customer | 51 | M | 3 | High School | Single | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 7119.0 | 1513 | 5606.0 | 0.925 | 4969 | 84 | 0.909 | 0.213 | 8/2/2019 |
| 710335983 | Existing Customer | 57 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3532.0 | 869 | 2663.0 | 1.038 | 4297 | 64 | 0.778 | 0.246 | 6/25/2021 |
| 720108783 | Existing Customer | 60 | F | 1 | Uneducated | Single | Unknown | Blue | 50 | 6 | 3 | 3 | 7459.0 | 1717 | 5742.0 | 1.001 | 4328 | 68 | 0.581 | 0.230 | 11/17/2021 |
| 818259558 | Existing Customer | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 2 | 3 | 2294.0 | 1582 | 712.0 | 0.775 | 3951 | 79 | 0.881 | 0.690 | 12/12/2022 |
| 708511983 | Existing Customer | 37 | M | 3 | Graduate | Married | $80K - $120K | Blue | 18 | 5 | 3 | 2 | 1663.0 | 0 | 1663.0 | 0.778 | 3950 | 82 | 0.864 | 0.000 | 6/27/2020 |
| 708838908 | Existing Customer | 49 | F | 3 | Unknown | Single | $40K - $60K | Blue | 42 | 4 | 3 | 4 | 5129.0 | 1654 | 3475.0 | 0.618 | 3192 | 61 | 0.848 | 0.322 | 8/12/2020 |
| 778720533 | Attrited Customer | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 3 | 1722.0 | 0 | 1722.0 | 0.863 | 2141 | 35 | 0.346 | 0.000 | 5/9/2022 |
| 793015083 | Existing Customer | 46 | F | 4 | Graduate | Married | Unknown | Blue | 40 | 5 | 3 | 4 | 2586.0 | 1270 | 1316.0 | 0.675 | 4481 | 77 | 0.925 | 0.491 | 6/12/2022 |
| 821336133 | Existing Customer | 50 | F | 2 | High School | Single | Less than $40K | Blue | 46 | 5 | 3 | 2 | 8708.0 | 996 | 7712.0 | 0.527 | 3927 | 60 | 0.935 | 0.114 | 12/22/2022 |
| 713905608 | Existing Customer | 56 | F | 3 | Unknown | Single | Less than $40K | Blue | 50 | 5 | 2 | 2 | 8869.0 | 0 | 8869.0 | 0.721 | 3270 | 63 | 0.800 | 0.000 | 12/7/2022 |
| 779164608 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 3 | 2641.0 | 1336 | 1305.0 | 1.019 | 4224 | 77 | 0.791 | 0.506 | 12/23/2020 |
| 714835833 | Existing Customer | 43 | M | 4 | High School | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 34516.0 | 1048 | 33468.0 | 0.864 | 4192 | 73 | 0.738 | 0.030 | 10/2/2020 |
| 823863033 | Existing Customer | 52 | M | 2 | Unknown | Married | $80K - $120K | Silver | 48 | 6 | 6 | 1 | 34516.0 | 1473 | 33043.0 | 0.642 | 4254 | 73 | 0.587 | 0.043 | 1/4/2021 |
| 713321508 | Existing Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 1 | 4 | 1965.0 | 1175 | 790.0 | 0.657 | 4579 | 87 | 0.740 | 0.598 | 5/31/2021 |
| 708992733 | Existing Customer | 50 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1513.0 | 0 | 1513.0 | 0.854 | 4759 | 98 | 0.719 | 0.000 | 11/7/2020 |
| 709488108 | Attrited Customer | 42 | M | 4 | College | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 10543.0 | 0 | 10543.0 | 0.509 | 1841 | 39 | 0.500 | 0.000 | 12/8/2021 |
| 716094333 | Existing Customer | 49 | M | 1 | Graduate | Single | $80K - $120K | Blue | 42 | 6 | 2 | 1 | 17764.0 | 1459 | 16305.0 | 0.964 | 2750 | 57 | 0.900 | 0.082 | 7/3/2019 |
| 778567983 | Existing Customer | 50 | F | 2 | Graduate | Single | $40K - $60K | Blue | 43 | 4 | 1 | 3 | 1438.3 | 0 | 1438.3 | 1.196 | 4512 | 77 | 0.833 | 0.000 | 12/17/2021 |
| 712178883 | Existing Customer | 49 | F | 2 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 6371.0 | 1946 | 4425.0 | 0.582 | 3592 | 79 | 0.756 | 0.305 | 6/6/2022 |
| 717490008 | Existing Customer | 43 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 36 | 5 | 1 | 1 | 19188.0 | 1622 | 17566.0 | 0.750 | 4282 | 52 | 0.926 | 0.085 | 10/27/2019 |
| 718282983 | Existing Customer | 60 | M | 0 | College | Unknown | Less than $40K | Blue | 47 | 6 | 3 | 3 | 3076.0 | 2257 | 819.0 | 0.795 | 4522 | 75 | 0.471 | 0.734 | 3/14/2020 |
| 747208083 | Existing Customer | 49 | M | 4 | Graduate | Single | $40K - $60K | Blue | 42 | 3 | 3 | 2 | 2822.0 | 1501 | 1321.0 | 1.043 | 4344 | 68 | 1.194 | 0.532 | 6/26/2022 |
| 820276908 | Attrited Customer | 42 | F | 4 | College | Married | $40K - $60K | Blue | 37 | 3 | 3 | 1 | 4139.0 | 0 | 4139.0 | 0.547 | 2232 | 41 | 0.464 | 0.000 | 8/18/2022 |
| 719960133 | Existing Customer | 42 | M | 3 | College | Single | $80K - $120K | Silver | 26 | 3 | 2 | 2 | 34516.0 | 904 | 33612.0 | 0.726 | 3910 | 68 | 0.659 | 0.026 | 7/8/2019 |
| 711062958 | Existing Customer | 43 | M | 3 | Graduate | Single | $120K + | Blue | 23 | 5 | 2 | 2 | 4121.0 | 2084 | 2037.0 | 0.807 | 3462 | 49 | 1.042 | 0.506 | 7/30/2019 |
| 714917583 | Existing Customer | 42 | F | 2 | Doctorate | Unknown | Less than $40K | Silver | 36 | 6 | 1 | 2 | 10074.0 | 1079 | 8995.0 | 0.813 | 3338 | 65 | 0.711 | 0.107 | 8/3/2020 |
| 767256933 | Existing Customer | 43 | M | 5 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 2621.0 | 598 | 2023.0 | 0.967 | 4852 | 85 | 0.771 | 0.228 | 1/25/2021 |
| 712568358 | Existing Customer | 47 | M | 1 | High School | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 3394.0 | 0 | 3394.0 | 0.454 | 3115 | 69 | 0.816 | 0.000 | 6/9/2022 |
| 789182358 | Existing Customer | 56 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 45 | 3 | 1 | 2 | 17628.0 | 1414 | 16214.0 | 0.603 | 3991 | 76 | 0.617 | 0.080 | 1/15/2019 |
| 716989683 | Existing Customer | 56 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 48 | 4 | 3 | 3 | 4480.0 | 2465 | 2015.0 | 0.772 | 3331 | 74 | 0.682 | 0.550 | 9/4/2022 |
| 827968383 | Existing Customer | 43 | F | 3 | High School | Unknown | Less than $40K | Blue | 39 | 5 | 3 | 2 | 3370.0 | 2284 | 1086.0 | 0.673 | 4084 | 70 | 0.628 | 0.678 | 7/13/2022 |
| 819647358 | Attrited Customer | 38 | M | 2 | Unknown | Single | $60K - $80K | Blue | 33 | 2 | 3 | 2 | 12871.0 | 0 | 12871.0 | 0.598 | 2413 | 53 | 0.606 | 0.000 | 12/13/2021 |
| 788966958 | Existing Customer | 47 | F | 1 | Graduate | Married | Unknown | Blue | 34 | 3 | 2 | 2 | 3112.0 | 2023 | 1089.0 | 0.757 | 4613 | 86 | 0.593 | 0.650 | 3/22/2022 |
| 789502308 | Attrited Customer | 57 | F | 3 | Unknown | Single | Less than $40K | Blue | 49 | 1 | 3 | 5 | 1551.0 | 790 | 761.0 | 0.811 | 2379 | 46 | 0.769 | 0.509 | 1/24/2020 |
| 756458508 | Existing Customer | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 1682.0 | 930 | 752.0 | 0.903 | 3309 | 67 | 1.030 | 0.553 | 12/28/2020 |
| 714643983 | Existing Customer | 42 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2758.0 | 2017 | 741.0 | 0.883 | 4119 | 73 | 1.028 | 0.731 | 12/7/2022 |
| 711606558 | Existing Customer | 49 | F | 1 | High School | Married | Less than $40K | Blue | 39 | 5 | 2 | 2 | 1909.0 | 866 | 1043.0 | 0.880 | 4697 | 83 | 0.844 | 0.454 | 7/9/2021 |
| 824155458 | Existing Customer | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 44 | 5 | 1 | 2 | 11332.0 | 1647 | 9685.0 | 0.542 | 4674 | 72 | 0.714 | 0.145 | 6/11/2019 |
| 710445183 | Existing Customer | 44 | M | 5 | Doctorate | Single | $120K + | Blue | 31 | 5 | 1 | 2 | 7567.0 | 2496 | 5071.0 | 0.709 | 4076 | 60 | 0.579 | 0.330 | 5/23/2021 |
| 802834158 | Attrited Customer | 42 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 6743.0 | 1737 | 5006.0 | 0.598 | 1934 | 30 | 0.579 | 0.258 | 2/13/2021 |
| 712038258 | Attrited Customer | 48 | M | 4 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 32838.0 | 1717 | 31121.0 | 0.995 | 2538 | 42 | 0.400 | 0.052 | 1/28/2019 |
| 712864683 | Attrited Customer | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 30 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.373 | 1693 | 37 | 0.423 | 0.000 | 10/19/2022 |
| 813971283 | Existing Customer | 43 | M | 4 | Unknown | Married | $80K - $120K | Blue | 38 | 5 | 1 | 2 | 2510.0 | 1508 | 1002.0 | 0.728 | 3623 | 63 | 0.853 | 0.601 | 10/18/2021 |
| 764211033 | Existing Customer | 50 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 43 | 6 | 2 | 1 | 3199.0 | 2517 | 682.0 | 0.699 | 4483 | 87 | 0.776 | 0.787 | 10/31/2021 |
| 721424583 | Existing Customer | 35 | F | 1 | High School | Married | Less than $40K | Blue | 26 | 4 | 2 | 3 | 1918.0 | 900 | 1018.0 | 0.873 | 4237 | 76 | 0.900 | 0.469 | 2/20/2020 |
| 713886333 | Attrited Customer | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 2 | 3 | 1 | 18660.0 | 728 | 17932.0 | 0.403 | 1682 | 43 | 0.303 | 0.039 | 6/4/2021 |
| 711741708 | Attrited Customer | 41 | M | 3 | Post-Graduate | Unknown | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 7591.0 | 0 | 7591.0 | 0.648 | 2302 | 42 | 0.500 | 0.000 | 3/2/2019 |
| 794217108 | Existing Customer | 43 | M | 2 | College | Single | $120K + | Blue | 37 | 6 | 3 | 1 | 14315.0 | 1348 | 12967.0 | 0.681 | 3694 | 67 | 0.718 | 0.094 | 7/16/2021 |
| 715339758 | Existing Customer | 64 | F | 1 | High School | Divorced | Unknown | Blue | 36 | 3 | 3 | 1 | 18038.0 | 1184 | 16854.0 | 0.827 | 4168 | 64 | 0.600 | 0.066 | 4/6/2020 |
| 709610283 | Existing Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 3 | 2 | 3 | 1853.0 | 0 | 1853.0 | 0.846 | 4544 | 72 | 0.565 | 0.000 | 7/3/2022 |
| 714575208 | Existing Customer | 49 | M | 5 | Doctorate | Single | $40K - $60K | Blue | 43 | 3 | 1 | 1 | 4951.0 | 2002 | 2949.0 | 0.684 | 4192 | 62 | 0.550 | 0.404 | 6/12/2021 |
| 716758908 | Existing Customer | 46 | M | 3 | Uneducated | Single | $120K + | Blue | 27 | 4 | 2 | 3 | 34516.0 | 2213 | 32303.0 | 0.584 | 4492 | 71 | 0.821 | 0.064 | 2/2/2021 |
| 778915233 | Attrited Customer | 51 | F | 0 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 1757.0 | 331 | 1426.0 | 0.879 | 2377 | 47 | 0.516 | 0.188 | 12/9/2021 |
| 789466008 | Existing Customer | 47 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 3 | 4 | 24033.0 | 612 | 23421.0 | 0.635 | 3578 | 75 | 0.531 | 0.025 | 11/28/2021 |
| 716635758 | Existing Customer | 38 | F | 2 | Unknown | Single | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 3276.0 | 2331 | 945.0 | 0.567 | 4345 | 68 | 0.511 | 0.712 | 7/11/2020 |
| 771819258 | Existing Customer | 52 | M | 1 | Unknown | Married | $120K + | Blue | 40 | 4 | 1 | 2 | 3614.0 | 0 | 3614.0 | 0.671 | 4561 | 82 | 0.907 | 0.000 | 7/2/2021 |
| 713451408 | Existing Customer | 47 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 1943.0 | 1654 | 289.0 | 0.648 | 3392 | 70 | 0.591 | 0.851 | 2/5/2020 |
| 780146658 | Attrited Customer | 40 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 25 | 2 | 2 | 4 | 3795.0 | 2517 | 1278.0 | 0.563 | 1633 | 32 | 0.778 | 0.663 | 11/19/2020 |
| 711675108 | Existing Customer | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4075.0 | 2189 | 1886.0 | 0.695 | 3956 | 71 | 0.732 | 0.537 | 7/29/2020 |
| 755467683 | Attrited Customer | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 4 | 3001.0 | 482 | 2519.0 | 0.814 | 2403 | 42 | 0.615 | 0.161 | 12/26/2021 |
| 792864858 | Existing Customer | 47 | M | 4 | Unknown | Unknown | Less than $40K | Blue | 37 | 6 | 3 | 3 | 5726.0 | 834 | 4892.0 | 0.569 | 2311 | 58 | 0.487 | 0.146 | 1/2/2019 |
| 713009208 | Existing Customer | 54 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2077.0 | 1634 | 443.0 | 0.771 | 4292 | 66 | 0.833 | 0.787 | 2/16/2019 |
| 772231233 | Existing Customer | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 6 | 2 | 4 | 2157.0 | 721 | 1436.0 | 0.769 | 4250 | 85 | 0.889 | 0.334 | 12/27/2022 |
| 720510333 | Existing Customer | 40 | F | 3 | College | Unknown | $40K - $60K | Blue | 20 | 6 | 2 | 2 | 2037.0 | 1349 | 688.0 | 0.743 | 4574 | 84 | 0.714 | 0.662 | 3/26/2020 |
| 780199233 | Existing Customer | 33 | M | 2 | Doctorate | Single | $120K + | Blue | 23 | 5 | 1 | 1 | 14914.0 | 1102 | 13812.0 | 0.823 | 4478 | 87 | 0.673 | 0.074 | 10/14/2022 |
| 711700158 | Existing Customer | 47 | F | 2 | High School | Single | Less than $40K | Blue | 39 | 5 | 3 | 2 | 1580.0 | 620 | 960.0 | 0.746 | 4384 | 70 | 0.522 | 0.392 | 6/20/2021 |
| 788275083 | Existing Customer | 46 | M | 3 | College | Married | $60K - $80K | Blue | 38 | 5 | 3 | 4 | 15483.0 | 1719 | 13764.0 | 0.686 | 4678 | 80 | 0.509 | 0.111 | 10/2/2022 |
| 708804633 | Attrited Customer | 44 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1916.0 | 0 | 1916.0 | 1.041 | 2888 | 39 | 0.444 | 0.000 | 5/12/2021 |
| 714479358 | Attrited Customer | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3610.0 | 1554 | 2056.0 | 0.501 | 2216 | 34 | 0.308 | 0.430 | 4/6/2020 |
| 711406758 | Existing Customer | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1667.0 | 0 | 1667.0 | 0.686 | 4385 | 80 | 0.951 | 0.000 | 4/15/2022 |
| 821424483 | Existing Customer | 51 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 4 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.826 | 4242 | 70 | 0.458 | 0.000 | 1/18/2020 |
| 769438608 | Attrited Customer | 48 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 3 | 2 | 1942.0 | 860 | 1082.0 | 0.708 | 2522 | 42 | 0.312 | 0.443 | 3/8/2020 |
| 822068583 | Existing Customer | 48 | F | 4 | Uneducated | Single | Unknown | Blue | 44 | 4 | 3 | 0 | 2231.0 | 0 | 2231.0 | 0.712 | 3946 | 48 | 1.286 | 0.000 | 2/7/2020 |
| 711371208 | Existing Customer | 50 | F | 4 | College | Married | Unknown | Blue | 36 | 4 | 2 | 2 | 6465.0 | 1863 | 4602.0 | 0.399 | 4490 | 68 | 0.789 | 0.288 | 1/1/2021 |
| 788832033 | Existing Customer | 35 | M | 2 | High School | Unknown | $40K - $60K | Blue | 19 | 4 | 3 | 3 | 8599.0 | 938 | 7661.0 | 0.537 | 3015 | 64 | 0.730 | 0.109 | 3/6/2022 |
| 713452533 | Existing Customer | 35 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.512 | 3427 | 64 | 0.829 | 0.000 | 1/17/2019 |
| 720212508 | Existing Customer | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 4 | 4402.0 | 697 | 3705.0 | 0.700 | 3325 | 76 | 0.652 | 0.158 | 1/20/2020 |
| 717825033 | Existing Customer | 50 | M | 0 | Unknown | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 5444.0 | 2499 | 2945.0 | 0.468 | 4509 | 80 | 0.667 | 0.459 | 9/22/2022 |
| 779926608 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.909 | 4697 | 82 | 0.907 | 0.000 | 2/9/2021 |
| 713608383 | Attrited Customer | 54 | F | 1 | Unknown | Married | Less than $40K | Blue | 40 | 1 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.430 | 1632 | 36 | 0.440 | 0.000 | 8/12/2020 |
| 710125608 | Existing Customer | 45 | F | 5 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2679.0 | 1558 | 1121.0 | 0.997 | 4756 | 73 | 0.553 | 0.582 | 7/26/2019 |
| 712724733 | Existing Customer | 31 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 19 | 6 | 3 | 1 | 2766.0 | 1731 | 1035.0 | 0.569 | 3959 | 71 | 0.732 | 0.626 | 12/6/2020 |
| 718286658 | Existing Customer | 42 | M | 3 | Graduate | Single | $60K - $80K | Silver | 22 | 5 | 3 | 1 | 25293.0 | 1140 | 24153.0 | 1.010 | 4059 | 80 | 0.860 | 0.045 | 11/16/2019 |
| 714195108 | Existing Customer | 45 | F | 2 | Post-Graduate | Single | Unknown | Blue | 37 | 3 | 3 | 4 | 2707.0 | 1796 | 911.0 | 0.597 | 4077 | 70 | 1.059 | 0.663 | 1/29/2021 |
| 720867708 | Attrited Customer | 45 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 33 | 1 | 3 | 2 | 1748.0 | 1103 | 645.0 | 0.739 | 2335 | 41 | 0.708 | 0.631 | 8/30/2021 |
| 752573508 | Existing Customer | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 4034.0 | 1867 | 2167.0 | 0.656 | 3718 | 72 | 0.756 | 0.463 | 12/12/2022 |
| 768661758 | Existing Customer | 53 | M | 0 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 1 | 26129.0 | 1752 | 24377.0 | 0.742 | 4919 | 75 | 0.744 | 0.067 | 10/4/2021 |
| 721126833 | Attrited Customer | 51 | M | 2 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 3 | 14902.0 | 0 | 14902.0 | 0.312 | 2038 | 39 | 0.625 | 0.000 | 1/22/2021 |
| 716093133 | Existing Customer | 38 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 31 | 5 | 2 | 2 | 12228.0 | 2137 | 10091.0 | 0.553 | 3831 | 68 | 0.511 | 0.175 | 7/14/2022 |
| 771092433 | Existing Customer | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 3 | 3 | 1724.0 | 0 | 1724.0 | 0.936 | 4434 | 67 | 0.811 | 0.000 | 5/5/2019 |
| 712807758 | Attrited Customer | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.502 | 2476 | 32 | 0.778 | 0.000 | 5/28/2022 |
| 721514883 | Existing Customer | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 25 | 5 | 0 | 1 | 16665.0 | 1147 | 15518.0 | 0.799 | 4657 | 78 | 0.696 | 0.069 | 11/12/2020 |
| 824140908 | Attrited Customer | 52 | M | 3 | Uneducated | Single | $120K + | Blue | 48 | 5 | 3 | 4 | 20974.0 | 0 | 20974.0 | 0.000 | 1246 | 27 | 0.000 | 0.000 | 7/21/2021 |
| 712971708 | Existing Customer | 43 | F | 5 | Unknown | Single | Less than $40K | Blue | 26 | 6 | 0 | 3 | 3139.0 | 1089 | 2050.0 | 1.034 | 4648 | 80 | 0.778 | 0.347 | 11/7/2022 |
| 716471508 | Existing Customer | 54 | M | 2 | Unknown | Single | $120K + | Blue | 36 | 5 | 1 | 2 | 19865.0 | 0 | 19865.0 | 0.590 | 4350 | 83 | 0.766 | 0.000 | 12/17/2021 |
| 782548758 | Existing Customer | 42 | F | 5 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2069.0 | 1288 | 781.0 | 0.810 | 5668 | 82 | 0.640 | 0.623 | 9/8/2020 |
| 720444408 | Attrited Customer | 35 | F | 1 | College | Single | Less than $40K | Blue | 25 | 2 | 2 | 4 | 2231.0 | 1791 | 440.0 | 0.820 | 2576 | 42 | 0.750 | 0.803 | 8/29/2019 |
| 717389433 | Existing Customer | 62 | F | 0 | High School | Single | Unknown | Silver | 51 | 3 | 1 | 4 | 33371.0 | 0 | 33371.0 | 0.649 | 3638 | 67 | 0.634 | 0.000 | 2/10/2021 |
| 714292533 | Existing Customer | 48 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2544.0 | 0 | 2544.0 | 0.759 | 3593 | 64 | 1.000 | 0.000 | 11/8/2021 |
| 709585758 | Existing Customer | 41 | M | 4 | High School | Single | $120K + | Blue | 28 | 5 | 1 | 4 | 34516.0 | 0 | 34516.0 | 0.791 | 4004 | 86 | 0.755 | 0.000 | 3/12/2020 |
| 712096758 | Existing Customer | 49 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 5370.0 | 653 | 4717.0 | 0.782 | 4504 | 81 | 0.929 | 0.122 | 2/20/2020 |
| 811463283 | Existing Customer | 54 | M | 0 | Graduate | Single | $80K - $120K | Blue | 42 | 3 | 1 | 1 | 22437.0 | 1389 | 21048.0 | 0.917 | 3283 | 50 | 1.273 | 0.062 | 3/13/2020 |
| 789358908 | Attrited Customer | 53 | F | 3 | College | Married | Less than $40K | Blue | 43 | 3 | 2 | 2 | 3573.0 | 0 | 3573.0 | 0.842 | 2562 | 36 | 0.440 | 0.000 | 1/16/2021 |
| 718146258 | Existing Customer | 51 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 41 | 4 | 3 | 1 | 1959.0 | 0 | 1959.0 | 0.454 | 3737 | 71 | 0.614 | 0.000 | 2/20/2022 |
| 710779083 | Existing Customer | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 3 | 4 | 1661.0 | 0 | 1661.0 | 0.672 | 4338 | 77 | 0.925 | 0.000 | 5/30/2022 |
| 709166883 | Existing Customer | 39 | F | 3 | Uneducated | Single | Unknown | Blue | 27 | 6 | 2 | 1 | 5363.0 | 0 | 5363.0 | 0.670 | 4121 | 78 | 0.625 | 0.000 | 8/26/2020 |
| 712554183 | Existing Customer | 65 | F | 2 | College | Single | $40K - $60K | Blue | 54 | 4 | 3 | 2 | 3009.0 | 721 | 2288.0 | 0.680 | 4070 | 71 | 0.614 | 0.240 | 9/15/2020 |
| 721315233 | Existing Customer | 47 | M | 4 | High School | Single | $40K - $60K | Silver | 32 | 3 | 3 | 4 | 18535.0 | 1192 | 17343.0 | 0.646 | 3780 | 70 | 0.667 | 0.064 | 9/19/2020 |
| 714766383 | Existing Customer | 42 | M | 3 | High School | Single | Less than $40K | Blue | 24 | 4 | 3 | 2 | 2171.0 | 1415 | 756.0 | 0.773 | 4992 | 77 | 0.833 | 0.652 | 1/4/2022 |
| 797491683 | Attrited Customer | 45 | M | 5 | Unknown | Married | $80K - $120K | Silver | 39 | 2 | 2 | 3 | 34516.0 | 1964 | 32552.0 | 0.624 | 2234 | 49 | 0.361 | 0.057 | 3/4/2021 |
| 714157908 | Existing Customer | 57 | F | 0 | Unknown | Married | Less than $40K | Blue | 42 | 5 | 1 | 4 | 2376.0 | 1515 | 861.0 | 0.720 | 3795 | 71 | 0.614 | 0.638 | 2/11/2022 |
| 714588408 | Existing Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2882.0 | 0 | 2882.0 | 0.722 | 4446 | 68 | 0.744 | 0.000 | 1/16/2019 |
| 719627133 | Existing Customer | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 4 | 3277.0 | 2481 | 796.0 | 0.606 | 3965 | 59 | 0.844 | 0.757 | 11/29/2021 |
| 714125883 | Existing Customer | 47 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 2514.0 | 1845 | 669.0 | 0.683 | 3696 | 71 | 0.614 | 0.734 | 11/12/2019 |
| 712865583 | Existing Customer | 57 | F | 5 | Graduate | Married | $40K - $60K | Blue | 49 | 4 | 2 | 2 | 3301.0 | 2517 | 784.0 | 0.842 | 3939 | 69 | 1.226 | 0.762 | 11/9/2022 |
| 779363283 | Existing Customer | 48 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 34 | 4 | 3 | 2 | 12391.0 | 784 | 11607.0 | 0.875 | 4376 | 86 | 0.720 | 0.063 | 4/5/2022 |
| 779224758 | Existing Customer | 47 | F | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 4 | 3 | 2 | 2168.0 | 1485 | 683.0 | 0.546 | 3828 | 86 | 0.720 | 0.685 | 1/28/2022 |
| 718775808 | Existing Customer | 42 | F | 3 | Unknown | Married | Unknown | Blue | 31 | 3 | 1 | 4 | 7762.0 | 1319 | 6443.0 | 0.793 | 5153 | 77 | 0.750 | 0.170 | 12/8/2019 |
| 710267583 | Existing Customer | 45 | F | 3 | Doctorate | Divorced | Unknown | Blue | 33 | 6 | 3 | 2 | 12587.0 | 815 | 11772.0 | 0.576 | 3914 | 83 | 0.766 | 0.065 | 4/10/2022 |
| 711305208 | Existing Customer | 52 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 14785.0 | 1088 | 13697.0 | 0.961 | 4354 | 70 | 0.489 | 0.074 | 1/16/2022 |
| 717531483 | Existing Customer | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 21 | 5 | 2 | 2 | 3433.0 | 964 | 2469.0 | 0.526 | 4444 | 87 | 0.642 | 0.281 | 6/5/2022 |
| 709170108 | Attrited Customer | 60 | F | 1 | Unknown | Single | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2425.0 | 0 | 2425.0 | 0.187 | 1522 | 36 | 0.200 | 0.000 | 4/30/2020 |
| 716056158 | Attrited Customer | 63 | M | 0 | Graduate | Single | $60K - $80K | Blue | 51 | 3 | 3 | 3 | 11619.0 | 0 | 11619.0 | 0.631 | 2395 | 49 | 0.361 | 0.000 | 1/30/2020 |
| 711326583 | Existing Customer | 62 | F | 0 | High School | Single | Less than $40K | Blue | 50 | 3 | 3 | 3 | 3989.0 | 0 | 3989.0 | 0.997 | 4274 | 68 | 0.545 | 0.000 | 3/29/2020 |
| 715406658 | Attrited Customer | 47 | F | 1 | Unknown | Single | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2173.0 | 596 | 1577.0 | 0.810 | 2738 | 45 | 0.406 | 0.274 | 6/23/2020 |
| 712814658 | Existing Customer | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 43 | 4 | 1 | 2 | 2393.0 | 1499 | 894.0 | 0.784 | 4755 | 82 | 0.745 | 0.626 | 2/2/2022 |
| 773228133 | Attrited Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 2 | 2 | 1677.0 | 0 | 1677.0 | 0.869 | 2437 | 41 | 0.708 | 0.000 | 5/7/2019 |
| 710453283 | Existing Customer | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 27 | 5 | 4 | 2 | 2035.0 | 0 | 2035.0 | 0.779 | 4107 | 82 | 0.783 | 0.000 | 6/6/2020 |
| 795266208 | Existing Customer | 39 | M | 3 | College | Single | $120K + | Blue | 30 | 4 | 2 | 1 | 8842.0 | 0 | 8842.0 | 0.624 | 4493 | 79 | 0.756 | 0.000 | 12/28/2019 |
| 779090883 | Existing Customer | 42 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 23 | 6 | 3 | 1 | 2483.0 | 1297 | 1186.0 | 0.744 | 3478 | 64 | 0.939 | 0.522 | 3/15/2021 |
| 712309758 | Existing Customer | 65 | M | 0 | Graduate | Single | $40K - $60K | Blue | 49 | 3 | 2 | 3 | 13921.0 | 1201 | 12720.0 | 0.556 | 4351 | 75 | 0.923 | 0.086 | 12/19/2022 |
| 716625033 | Attrited Customer | 32 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 6 | 2761.0 | 0 | 2761.0 | 1.047 | 2753 | 43 | 0.654 | 0.000 | 6/11/2019 |
| 790112133 | Existing Customer | 47 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 5 | 3 | 2 | 2623.0 | 1647 | 976.0 | 0.735 | 4388 | 83 | 0.804 | 0.628 | 5/19/2021 |
| 797238108 | Existing Customer | 49 | F | 4 | Unknown | Divorced | Less than $40K | Blue | 43 | 5 | 1 | 2 | 3232.0 | 824 | 2408.0 | 0.796 | 3915 | 74 | 0.644 | 0.255 | 2/18/2022 |
| 716782758 | Attrited Customer | 48 | M | 3 | Graduate | Single | $60K - $80K | Blue | 42 | 3 | 2 | 4 | 19075.0 | 0 | 19075.0 | 0.807 | 2013 | 32 | 0.455 | 0.000 | 5/7/2020 |
| 715588008 | Existing Customer | 45 | M | 4 | College | Married | $80K - $120K | Blue | 31 | 4 | 3 | 3 | 31978.0 | 1659 | 30319.0 | 0.556 | 2333 | 51 | 1.217 | 0.052 | 9/23/2020 |
| 713977308 | Existing Customer | 62 | M | 1 | Graduate | Single | $120K + | Blue | 53 | 4 | 3 | 4 | 34516.0 | 2061 | 32455.0 | 0.564 | 3820 | 76 | 0.767 | 0.060 | 9/28/2019 |
| 719059083 | Existing Customer | 45 | F | 3 | High School | Unknown | Less than $40K | Blue | 33 | 5 | 1 | 1 | 6225.0 | 1596 | 4629.0 | 0.826 | 4129 | 71 | 0.651 | 0.256 | 8/18/2021 |
| 708797583 | Attrited Customer | 49 | F | 4 | Unknown | Single | Unknown | Blue | 31 | 6 | 3 | 3 | 2672.0 | 0 | 2672.0 | 1.038 | 2576 | 39 | 0.500 | 0.000 | 7/21/2019 |
| 708809283 | Attrited Customer | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 33 | 1 | 3 | 1 | 10360.0 | 2517 | 7843.0 | 0.632 | 2414 | 28 | 0.273 | 0.243 | 11/13/2019 |
| 771529608 | Existing Customer | 50 | M | 2 | High School | Married | $120K + | Blue | 38 | 5 | 6 | 0 | 10747.0 | 1027 | 9720.0 | 0.925 | 4538 | 63 | 0.658 | 0.096 | 3/6/2022 |
| 715776033 | Existing Customer | 46 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 3135.0 | 0 | 3135.0 | 0.572 | 4116 | 68 | 0.700 | 0.000 | 3/7/2019 |
| 778619358 | Existing Customer | 42 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 4 | 1 | 4 | 1438.3 | 860 | 578.3 | 0.761 | 4754 | 79 | 0.837 | 0.598 | 3/1/2020 |
| 715717608 | Existing Customer | 41 | F | 4 | Uneducated | Unknown | Less than $40K | Blue | 32 | 4 | 3 | 1 | 3189.0 | 0 | 3189.0 | 0.910 | 4813 | 86 | 0.755 | 0.000 | 1/12/2022 |
| 789204933 | Existing Customer | 65 | M | 1 | Uneducated | Single | Less than $40K | Blue | 55 | 3 | 2 | 4 | 8963.0 | 0 | 8963.0 | 0.744 | 4511 | 76 | 0.689 | 0.000 | 9/28/2021 |
| 711100608 | Attrited Customer | 55 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 2 | 2 | 1723.0 | 0 | 1723.0 | 1.038 | 2574 | 43 | 0.720 | 0.000 | 4/15/2020 |
| 713591283 | Existing Customer | 36 | F | 3 | Uneducated | Married | Unknown | Blue | 23 | 6 | 6 | 1 | 2161.0 | 1404 | 757.0 | 0.680 | 4389 | 77 | 0.878 | 0.650 | 1/10/2020 |
| 719344608 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 3 | 3 | 3901.0 | 1001 | 2900.0 | 0.822 | 4313 | 72 | 1.323 | 0.257 | 4/24/2020 |
| 787659483 | Existing Customer | 58 | F | 1 | Doctorate | Married | Less than $40K | Blue | 48 | 4 | 2 | 2 | 1438.3 | 801 | 637.3 | 0.595 | 4223 | 60 | 0.579 | 0.557 | 1/19/2019 |
| 822948708 | Existing Customer | 42 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 38 | 5 | 2 | 2 | 3131.0 | 849 | 2282.0 | 0.992 | 3108 | 62 | 0.590 | 0.271 | 3/27/2019 |
| 710080383 | Existing Customer | 38 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2331.0 | 1709 | 622.0 | 0.851 | 4417 | 69 | 0.816 | 0.733 | 12/9/2019 |
| 715596783 | Existing Customer | 29 | F | 1 | Uneducated | Married | Less than $40K | Blue | 18 | 3 | 3 | 3 | 1895.0 | 1146 | 749.0 | 0.685 | 4333 | 72 | 0.714 | 0.605 | 1/10/2020 |
| 798773208 | Existing Customer | 46 | F | 4 | Unknown | Divorced | Unknown | Blue | 40 | 5 | 2 | 3 | 26496.0 | 1406 | 25090.0 | 0.960 | 3691 | 75 | 0.705 | 0.053 | 12/2/2019 |
| 768624258 | Attrited Customer | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 49 | 2 | 1 | 2 | 1583.0 | 234 | 1349.0 | 0.639 | 2541 | 36 | 0.385 | 0.148 | 1/13/2022 |
| 721412208 | Existing Customer | 57 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1438.3 | 904 | 534.3 | 0.761 | 3887 | 79 | 0.837 | 0.629 | 3/7/2019 |
| 708129933 | Existing Customer | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2072.0 | 1544 | 528.0 | 0.903 | 4210 | 64 | 0.939 | 0.745 | 7/28/2022 |
| 719703483 | Existing Customer | 47 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 37 | 6 | 3 | 3 | 2707.0 | 1367 | 1340.0 | 0.794 | 4646 | 73 | 0.780 | 0.505 | 4/15/2022 |
| 708290208 | Existing Customer | 43 | F | 3 | High School | Married | Less than $40K | Silver | 31 | 3 | 3 | 4 | 13608.0 | 1190 | 12418.0 | 0.553 | 3118 | 76 | 0.767 | 0.087 | 10/22/2020 |
| 710431158 | Existing Customer | 52 | F | 3 | Unknown | Single | Unknown | Blue | 36 | 3 | 1 | 2 | 10273.0 | 1657 | 8616.0 | 0.710 | 3778 | 70 | 0.591 | 0.161 | 9/1/2020 |
| 816528333 | Existing Customer | 64 | F | 0 | High School | Single | Less than $40K | Blue | 56 | 6 | 6 | 1 | 2609.0 | 1115 | 1494.0 | 0.753 | 4546 | 59 | 0.903 | 0.427 | 2/4/2021 |
| 778760808 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 1 | 3 | 8431.0 | 1862 | 6569.0 | 0.590 | 2008 | 37 | 0.682 | 0.221 | 7/24/2020 |
| 718025808 | Existing Customer | 61 | M | 0 | High School | Divorced | $60K - $80K | Blue | 51 | 6 | 3 | 4 | 5852.0 | 1935 | 3917.0 | 0.829 | 3689 | 55 | 0.618 | 0.331 | 7/10/2020 |
| 815860008 | Existing Customer | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 5 | 2 | 4 | 3140.0 | 2183 | 957.0 | 0.580 | 5109 | 78 | 0.733 | 0.695 | 12/15/2022 |
| 780126033 | Attrited Customer | 50 | M | 4 | Unknown | Married | $40K - $60K | Blue | 35 | 6 | 1 | 5 | 12914.0 | 1227 | 11687.0 | 0.392 | 2082 | 54 | 0.459 | 0.095 | 8/4/2020 |
| 720135333 | Existing Customer | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 0 | 8694.0 | 961 | 7733.0 | 0.551 | 1753 | 49 | 0.441 | 0.111 | 10/29/2019 |
| 719174433 | Attrited Customer | 36 | F | 1 | Unknown | Single | Less than $40K | Blue | 24 | 2 | 1 | 2 | 1735.0 | 0 | 1735.0 | 0.740 | 2467 | 35 | 0.346 | 0.000 | 7/8/2021 |
| 821521983 | Existing Customer | 51 | F | 3 | High School | Single | Unknown | Blue | 46 | 4 | 1 | 4 | 2286.0 | 1641 | 645.0 | 0.947 | 4321 | 89 | 0.712 | 0.718 | 12/4/2019 |
| 716961933 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3589.0 | 1808 | 1781.0 | 0.750 | 4262 | 70 | 0.667 | 0.504 | 7/30/2020 |
| 712834533 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2673.0 | 1275 | 1398.0 | 0.691 | 4119 | 75 | 1.027 | 0.477 | 10/22/2021 |
| 710544033 | Existing Customer | 47 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 9437.0 | 2024 | 7413.0 | 0.664 | 4715 | 78 | 0.696 | 0.214 | 4/22/2019 |
| 710622333 | Existing Customer | 39 | F | 2 | High School | Single | $40K - $60K | Blue | 28 | 3 | 2 | 2 | 2751.0 | 2258 | 493.0 | 0.634 | 4386 | 67 | 0.675 | 0.821 | 4/26/2020 |
| 714277758 | Existing Customer | 40 | M | 1 | High School | Single | $40K - $60K | Blue | 28 | 6 | 2 | 1 | 11557.0 | 1050 | 10507.0 | 0.754 | 4064 | 75 | 0.786 | 0.091 | 12/6/2022 |
| 713166333 | Existing Customer | 38 | F | 2 | High School | Married | Unknown | Blue | 27 | 5 | 2 | 1 | 14831.0 | 1302 | 13529.0 | 0.916 | 4467 | 73 | 0.698 | 0.088 | 9/5/2021 |
| 714346608 | Attrited Customer | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 1 | 4 | 1495.0 | 0 | 1495.0 | 0.528 | 2220 | 50 | 0.562 | 0.000 | 12/10/2020 |
| 778284783 | Existing Customer | 44 | M | 5 | Unknown | Married | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 2791.0 | 1979 | 812.0 | 0.807 | 4617 | 70 | 0.628 | 0.709 | 12/26/2021 |
| 714721608 | Existing Customer | 38 | M | 3 | Graduate | Single | $120K + | Blue | 29 | 4 | 3 | 0 | 9703.0 | 941 | 8762.0 | 0.721 | 4190 | 81 | 1.025 | 0.097 | 3/6/2022 |
| 716453883 | Existing Customer | 47 | M | 5 | Unknown | Single | $120K + | Blue | 39 | 6 | 3 | 1 | 3889.0 | 1839 | 2050.0 | 0.911 | 4423 | 63 | 0.703 | 0.473 | 7/14/2021 |
| 713876958 | Existing Customer | 32 | F | 0 | Unknown | Single | Unknown | Blue | 26 | 6 | 2 | 4 | 14140.0 | 845 | 13295.0 | 0.715 | 5036 | 76 | 0.689 | 0.060 | 5/7/2020 |
| 794967408 | Existing Customer | 53 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 47 | 5 | 2 | 1 | 9106.0 | 975 | 8131.0 | 0.588 | 3863 | 74 | 0.644 | 0.107 | 1/27/2021 |
| 798481383 | Attrited Customer | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 34 | 5 | 1 | 2 | 2694.0 | 0 | 2694.0 | 0.872 | 2684 | 38 | 0.310 | 0.000 | 11/28/2021 |
| 718697583 | Existing Customer | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 19629.0 | 0 | 19629.0 | 0.766 | 4073 | 79 | 0.881 | 0.000 | 4/8/2019 |
| 711799458 | Existing Customer | 41 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 6507.0 | 1452 | 5055.0 | 0.802 | 4544 | 89 | 0.854 | 0.223 | 3/7/2019 |
| 823904133 | Attrited Customer | 53 | F | 2 | College | Single | Unknown | Blue | 49 | 2 | 2 | 4 | 10195.0 | 0 | 10195.0 | 0.629 | 2489 | 54 | 0.385 | 0.000 | 10/1/2022 |
| 718005108 | Existing Customer | 44 | F | 5 | College | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 2096.0 | 1711 | 385.0 | 0.746 | 3692 | 68 | 0.744 | 0.816 | 7/31/2020 |
| 717877533 | Existing Customer | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 11314.0 | 0 | 11314.0 | 0.674 | 3761 | 70 | 0.628 | 0.000 | 9/9/2020 |
| 711883833 | Existing Customer | 50 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 1 | 1 | 1837.0 | 665 | 1172.0 | 0.844 | 4752 | 88 | 0.660 | 0.362 | 12/5/2019 |
| 711646908 | Attrited Customer | 39 | M | 3 | Unknown | Single | $60K - $80K | Blue | 23 | 1 | 2 | 3 | 7821.0 | 2517 | 5304.0 | 0.408 | 2010 | 43 | 0.344 | 0.322 | 3/6/2021 |
| 718171308 | Attrited Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 1984.0 | 0 | 1984.0 | 0.890 | 2506 | 46 | 0.643 | 0.000 | 4/23/2022 |
| 709627983 | Existing Customer | 56 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 2535.0 | 1699 | 836.0 | 0.720 | 4497 | 68 | 0.789 | 0.670 | 5/7/2020 |
| 716580933 | Existing Customer | 63 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 1970.0 | 1224 | 746.0 | 0.540 | 4533 | 65 | 0.625 | 0.621 | 7/30/2021 |
| 713600958 | Existing Customer | 50 | M | 1 | Unknown | Married | $120K + | Blue | 38 | 4 | 5 | 3 | 34516.0 | 2076 | 32440.0 | 0.812 | 3647 | 65 | 0.667 | 0.060 | 7/30/2019 |
| 772248408 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 29 | 5 | 1 | 4 | 2694.0 | 1833 | 861.0 | 1.044 | 3366 | 56 | 1.074 | 0.680 | 1/1/2022 |
| 720196158 | Existing Customer | 48 | M | 3 | Unknown | Single | $60K - $80K | Blue | 40 | 6 | 3 | 3 | 4476.0 | 0 | 4476.0 | 0.683 | 3350 | 67 | 0.634 | 0.000 | 8/9/2022 |
| 770024733 | Attrited Customer | 53 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 47 | 1 | 2 | 3 | 1699.0 | 0 | 1699.0 | 0.602 | 2520 | 49 | 0.531 | 0.000 | 5/26/2019 |
| 710912733 | Existing Customer | 44 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 1953.0 | 1762 | 191.0 | 0.743 | 4590 | 91 | 0.655 | 0.902 | 12/15/2020 |
| 712860858 | Existing Customer | 56 | F | 2 | Graduate | Unknown | Unknown | Blue | 45 | 5 | 1 | 3 | 5264.0 | 0 | 5264.0 | 0.852 | 4943 | 70 | 0.795 | 0.000 | 6/22/2020 |
| 708702258 | Attrited Customer | 40 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 3 | 2 | 2 | 3698.0 | 478 | 3220.0 | 0.611 | 2051 | 31 | 0.632 | 0.129 | 7/11/2021 |
| 797169633 | Existing Customer | 41 | M | 4 | Graduate | Single | $120K + | Blue | 35 | 5 | 3 | 3 | 34516.0 | 825 | 33691.0 | 0.982 | 3127 | 51 | 0.962 | 0.024 | 12/10/2020 |
| 709922508 | Existing Customer | 40 | F | 4 | Unknown | Married | Less than $40K | Blue | 28 | 4 | 1 | 1 | 2712.0 | 0 | 2712.0 | 0.835 | 5207 | 79 | 0.927 | 0.000 | 3/13/2022 |
| 712802733 | Existing Customer | 45 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 4 | 5486.0 | 685 | 4801.0 | 0.879 | 2965 | 70 | 0.556 | 0.125 | 11/12/2020 |
| 716981358 | Existing Customer | 40 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 0 | 2107.0 | 941 | 1166.0 | 0.975 | 4858 | 73 | 0.738 | 0.447 | 2/23/2020 |
| 758787333 | Existing Customer | 52 | M | 3 | Uneducated | Unknown | $120K + | Blue | 45 | 4 | 1 | 2 | 18096.0 | 2404 | 15692.0 | 0.734 | 3880 | 68 | 0.478 | 0.133 | 8/22/2019 |
| 720519333 | Attrited Customer | 59 | F | 2 | Unknown | Single | Unknown | Blue | 45 | 1 | 3 | 3 | 2721.0 | 1885 | 836.0 | 0.853 | 2594 | 48 | 0.455 | 0.693 | 5/5/2022 |
| 717387933 | Existing Customer | 49 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2976.0 | 2257 | 719.0 | 0.750 | 3837 | 57 | 0.781 | 0.758 | 5/25/2019 |
| 738195708 | Existing Customer | 47 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 40 | 6 | 1 | 3 | 16741.0 | 1225 | 15516.0 | 0.641 | 3608 | 56 | 0.514 | 0.073 | 10/30/2019 |
| 708560733 | Existing Customer | 42 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 3714.0 | 2517 | 1197.0 | 0.857 | 4715 | 85 | 0.848 | 0.678 | 7/9/2022 |
| 717001908 | Attrited Customer | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 2 | 2 | 6936.0 | 0 | 6936.0 | 0.883 | 2874 | 44 | 0.630 | 0.000 | 4/14/2020 |
| 768972558 | Existing Customer | 43 | M | 5 | High School | Married | $120K + | Blue | 37 | 4 | 3 | 4 | 11099.0 | 0 | 11099.0 | 0.890 | 3980 | 77 | 0.750 | 0.000 | 2/15/2021 |
| 716899233 | Existing Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Gold | 20 | 6 | 4 | 3 | 15987.0 | 1965 | 14022.0 | 0.722 | 4542 | 70 | 0.591 | 0.123 | 8/18/2019 |
| 715567608 | Existing Customer | 45 | F | 1 | High School | Unknown | Less than $40K | Blue | 35 | 4 | 4 | 4 | 4406.0 | 1247 | 3159.0 | 1.037 | 3964 | 76 | 0.854 | 0.283 | 3/9/2022 |
| 713264583 | Existing Customer | 43 | M | 2 | High School | Married | $120K + | Silver | 23 | 3 | 3 | 2 | 34516.0 | 1153 | 33363.0 | 0.890 | 4486 | 71 | 0.690 | 0.033 | 2/20/2019 |
| 716769783 | Existing Customer | 48 | F | 2 | Graduate | Married | Unknown | Blue | 40 | 3 | 2 | 4 | 5104.0 | 736 | 4368.0 | 0.679 | 3943 | 78 | 0.696 | 0.144 | 7/4/2019 |
| 719564208 | Attrited Customer | 46 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 1 | 7195.0 | 0 | 7195.0 | 1.035 | 2751 | 47 | 1.136 | 0.000 | 2/15/2020 |
| 716680983 | Existing Customer | 41 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 1956.0 | 1053 | 903.0 | 0.941 | 4924 | 70 | 0.795 | 0.538 | 2/20/2021 |
| 715719033 | Existing Customer | 38 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 32 | 4 | 3 | 2 | 3317.0 | 2517 | 800.0 | 0.862 | 3772 | 74 | 1.000 | 0.759 | 6/24/2019 |
| 713229633 | Attrited Customer | 45 | F | 0 | Unknown | Married | $40K - $60K | Blue | 30 | 3 | 2 | 4 | 2759.0 | 0 | 2759.0 | 0.535 | 2061 | 47 | 0.424 | 0.000 | 4/6/2021 |
| 788246958 | Existing Customer | 44 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 3 | 1 | 2 | 6038.0 | 0 | 6038.0 | 0.666 | 4375 | 81 | 0.688 | 0.000 | 12/26/2022 |
| 720419358 | Existing Customer | 35 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2942.0 | 2100 | 842.0 | 0.694 | 4548 | 71 | 0.821 | 0.714 | 8/8/2021 |
| 772545858 | Existing Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 2 | 3 | 5095.0 | 0 | 5095.0 | 0.729 | 3808 | 89 | 0.508 | 0.000 | 12/7/2019 |
| 771431133 | Existing Customer | 47 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 35 | 4 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.571 | 3778 | 69 | 0.816 | 0.000 | 7/21/2019 |
| 717800358 | Existing Customer | 48 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 10111.0 | 868 | 9243.0 | 0.748 | 4791 | 68 | 0.889 | 0.086 | 9/23/2021 |
| 798041508 | Attrited Customer | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 2 | 3 | 2 | 3201.0 | 2517 | 684.0 | 0.445 | 1880 | 42 | 0.355 | 0.786 | 2/14/2020 |
| 710626758 | Existing Customer | 44 | M | 4 | Uneducated | Unknown | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 2761.0 | 0 | 2761.0 | 0.619 | 3706 | 65 | 0.585 | 0.000 | 12/28/2019 |
| 718982058 | Existing Customer | 37 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 0 | 5987.0 | 1405 | 4582.0 | 0.952 | 4011 | 72 | 0.674 | 0.235 | 6/9/2021 |
| 791822733 | Existing Customer | 47 | F | 3 | High School | Single | Unknown | Blue | 41 | 5 | 1 | 3 | 5630.0 | 748 | 4882.0 | 0.804 | 4904 | 81 | 0.761 | 0.133 | 4/14/2020 |
| 718762308 | Existing Customer | 35 | F | 1 | Graduate | Single | Unknown | Blue | 36 | 6 | 2 | 3 | 6622.0 | 2126 | 4496.0 | 1.041 | 3668 | 60 | 0.818 | 0.321 | 4/22/2019 |
| 716841783 | Existing Customer | 51 | M | 0 | Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 3 | 18733.0 | 1292 | 17441.0 | 0.442 | 5080 | 85 | 0.491 | 0.069 | 1/16/2021 |
| 794524833 | Existing Customer | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 18 | 4 | 3 | 3 | 2265.0 | 1345 | 920.0 | 0.808 | 4009 | 73 | 0.490 | 0.594 | 12/17/2020 |
| 721359183 | Existing Customer | 33 | F | 2 | Unknown | Married | $40K - $60K | Blue | 19 | 4 | 3 | 4 | 2907.0 | 1537 | 1370.0 | 0.790 | 4390 | 76 | 1.000 | 0.529 | 12/30/2022 |
| 715014633 | Attrited Customer | 32 | F | 0 | Uneducated | Married | Unknown | Blue | 36 | 6 | 3 | 2 | 8791.0 | 0 | 8791.0 | 0.894 | 2579 | 51 | 0.594 | 0.000 | 4/26/2022 |
| 714372333 | Attrited Customer | 59 | F | 0 | Doctorate | Married | Less than $40K | Blue | 52 | 6 | 4 | 2 | 2302.0 | 0 | 2302.0 | 0.520 | 2256 | 40 | 0.667 | 0.000 | 2/21/2020 |
| 766946058 | Existing Customer | 51 | F | 2 | Unknown | Unknown | $40K - $60K | Blue | 44 | 4 | 6 | 4 | 5489.0 | 1665 | 3824.0 | 0.742 | 4010 | 75 | 0.786 | 0.303 | 12/7/2021 |
| 708549033 | Existing Customer | 50 | F | 1 | High School | Married | Less than $40K | Blue | 32 | 4 | 1 | 3 | 2055.0 | 1276 | 779.0 | 0.869 | 5025 | 70 | 0.707 | 0.621 | 9/13/2022 |
| 708378108 | Existing Customer | 39 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2147.0 | 771 | 1376.0 | 0.690 | 4631 | 76 | 0.767 | 0.359 | 7/12/2022 |
| 826168083 | Existing Customer | 49 | F | 4 | Unknown | Divorced | Less than $40K | Blue | 45 | 3 | 3 | 3 | 1757.0 | 1307 | 450.0 | 0.769 | 4750 | 72 | 0.756 | 0.744 | 8/31/2021 |
| 779320008 | Attrited Customer | 43 | M | 3 | College | Married | $80K - $120K | Blue | 25 | 3 | 3 | 3 | 2900.0 | 2517 | 383.0 | 0.719 | 2180 | 31 | 0.409 | 0.868 | 12/5/2021 |
| 715312158 | Existing Customer | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 2 | 3 | 2670.0 | 2079 | 591.0 | 0.649 | 3895 | 59 | 0.788 | 0.779 | 2/28/2019 |
| 711688983 | Existing Customer | 51 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 38 | 4 | 2 | 3 | 21382.0 | 1692 | 19690.0 | 0.731 | 3060 | 66 | 0.650 | 0.079 | 7/17/2022 |
| 714393708 | Existing Customer | 54 | F | 0 | College | Married | $40K - $60K | Blue | 46 | 6 | 2 | 3 | 2254.0 | 533 | 1721.0 | 1.043 | 4913 | 84 | 0.909 | 0.236 | 2/2/2021 |
| 789477483 | Existing Customer | 40 | F | 5 | Unknown | Single | Unknown | Blue | 31 | 6 | 3 | 1 | 4433.0 | 1488 | 2945.0 | 0.669 | 3847 | 76 | 0.900 | 0.336 | 2/4/2019 |
| 712481733 | Existing Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1438.3 | 739 | 699.3 | 0.727 | 4078 | 77 | 0.540 | 0.514 | 9/28/2021 |
| 713153733 | Attrited Customer | 49 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 29 | 6 | 3 | 3 | 2520.0 | 1473 | 1047.0 | 0.515 | 2061 | 36 | 0.241 | 0.585 | 1/30/2021 |
| 780201633 | Attrited Customer | 41 | F | 3 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 3 | 2 | 5655.0 | 1154 | 4501.0 | 0.702 | 2189 | 51 | 0.700 | 0.204 | 7/7/2019 |
| 709285683 | Existing Customer | 48 | M | 4 | Unknown | Divorced | $60K - $80K | Blue | 31 | 4 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.836 | 4509 | 74 | 0.451 | 0.000 | 4/15/2022 |
| 789823383 | Existing Customer | 44 | F | 3 | Unknown | Single | Less than $40K | Blue | 34 | 3 | 3 | 4 | 2786.0 | 1635 | 1151.0 | 0.921 | 4532 | 82 | 1.000 | 0.587 | 9/3/2020 |
| 709980783 | Existing Customer | 51 | F | 3 | High School | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 0 | 3961.0 | 1729 | 2232.0 | 0.783 | 4066 | 63 | 0.800 | 0.437 | 10/31/2021 |
| 772054458 | Existing Customer | 43 | M | 3 | Unknown | Unknown | $60K - $80K | Blue | 32 | 4 | 1 | 3 | 2476.0 | 1944 | 532.0 | 0.881 | 4025 | 65 | 0.585 | 0.785 | 11/1/2021 |
| 788095158 | Attrited Customer | 52 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 44 | 3 | 3 | 3 | 11606.0 | 0 | 11606.0 | 0.797 | 2623 | 39 | 0.393 | 0.000 | 6/8/2019 |
| 717045033 | Existing Customer | 45 | F | 3 | Unknown | Married | Unknown | Blue | 36 | 6 | 1 | 3 | 8459.0 | 757 | 7702.0 | 0.648 | 4677 | 87 | 0.673 | 0.089 | 8/9/2022 |
| 710503308 | Existing Customer | 48 | F | 2 | Graduate | Single | Unknown | Blue | 29 | 6 | 1 | 2 | 9554.0 | 2337 | 7217.0 | 0.790 | 4049 | 71 | 0.690 | 0.245 | 10/18/2019 |
| 757167633 | Existing Customer | 50 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 43 | 4 | 3 | 3 | 4388.0 | 642 | 3746.0 | 0.815 | 3836 | 81 | 0.723 | 0.146 | 6/16/2021 |
| 779739783 | Existing Customer | 43 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 3 | 2 | 19826.0 | 1389 | 18437.0 | 0.614 | 3561 | 73 | 0.659 | 0.070 | 8/12/2019 |
| 758653833 | Existing Customer | 34 | F | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 3 | 2173.0 | 0 | 2173.0 | 0.922 | 4392 | 83 | 0.766 | 0.000 | 10/16/2019 |
| 771288258 | Existing Customer | 48 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 2545.0 | 1894 | 651.0 | 0.911 | 4660 | 68 | 0.789 | 0.744 | 7/21/2021 |
| 716855058 | Attrited Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 2 | 4 | 1757.0 | 0 | 1757.0 | 0.890 | 2557 | 45 | 0.406 | 0.000 | 8/6/2021 |
| 708433683 | Existing Customer | 54 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 2 | 3 | 3164.0 | 2201 | 963.0 | 0.679 | 4410 | 86 | 0.623 | 0.696 | 7/21/2022 |
| 713175483 | Existing Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 6022.0 | 871 | 5151.0 | 0.600 | 3745 | 74 | 0.423 | 0.145 | 5/3/2022 |
| 709500183 | Attrited Customer | 46 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 4 | 1804.0 | 0 | 1804.0 | 0.537 | 2077 | 44 | 0.419 | 0.000 | 2/13/2020 |
| 789238683 | Existing Customer | 53 | M | 2 | Uneducated | Divorced | $120K + | Blue | 42 | 4 | 2 | 2 | 22664.0 | 0 | 22664.0 | 0.749 | 4586 | 89 | 0.745 | 0.000 | 3/10/2021 |
| 710502258 | Existing Customer | 39 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 2527.0 | 2204 | 323.0 | 0.900 | 4598 | 85 | 0.771 | 0.872 | 9/2/2019 |
| 715445058 | Attrited Customer | 49 | F | 0 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 4 | 4 | 3547.0 | 2517 | 1030.0 | 0.805 | 2715 | 45 | 0.731 | 0.710 | 9/10/2019 |
| 719464758 | Existing Customer | 52 | F | 1 | College | Single | Less than $40K | Blue | 43 | 5 | 2 | 3 | 1438.3 | 604 | 834.3 | 0.810 | 4219 | 83 | 0.694 | 0.420 | 5/24/2019 |
| 708442158 | Existing Customer | 51 | F | 1 | College | Married | Unknown | Blue | 38 | 3 | 2 | 4 | 6182.0 | 1516 | 4666.0 | 1.137 | 3801 | 61 | 0.968 | 0.245 | 9/14/2020 |
| 718524783 | Attrited Customer | 40 | M | 3 | High School | Unknown | $80K - $120K | Blue | 34 | 1 | 3 | 4 | 29715.0 | 0 | 29715.0 | 0.399 | 2128 | 39 | 0.345 | 0.000 | 11/4/2020 |
| 717093858 | Existing Customer | 49 | F | 2 | College | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2154.0 | 1490 | 664.0 | 0.727 | 3664 | 63 | 0.853 | 0.692 | 6/1/2022 |
| 711654558 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2179.0 | 1632 | 547.0 | 0.801 | 4025 | 69 | 0.683 | 0.749 | 9/23/2022 |
| 718924983 | Existing Customer | 59 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 1 | 3 | 4906.0 | 1302 | 3604.0 | 0.862 | 4833 | 80 | 0.905 | 0.265 | 10/25/2019 |
| 717463608 | Existing Customer | 38 | F | 1 | Unknown | Married | $40K - $60K | Blue | 26 | 5 | 3 | 1 | 2346.0 | 1407 | 939.0 | 0.770 | 4116 | 79 | 0.975 | 0.600 | 2/8/2022 |
| 715779333 | Existing Customer | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4753.0 | 0 | 4753.0 | 0.856 | 3895 | 71 | 0.578 | 0.000 | 2/12/2022 |
| 708117933 | Attrited Customer | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1880.0 | 0 | 1880.0 | 0.519 | 2469 | 34 | 0.417 | 0.000 | 5/24/2021 |
| 789563658 | Existing Customer | 64 | M | 0 | College | Single | Less than $40K | Silver | 56 | 5 | 4 | 4 | 12155.0 | 0 | 12155.0 | 0.446 | 4618 | 60 | 0.875 | 0.000 | 8/7/2019 |
| 709239483 | Existing Customer | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2721.0 | 1527 | 1194.0 | 0.743 | 4622 | 88 | 0.725 | 0.561 | 5/2/2019 |
| 766456683 | Existing Customer | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 2 | 0 | 6160.0 | 2258 | 3902.0 | 0.717 | 3986 | 80 | 0.600 | 0.367 | 5/14/2022 |
| 779703258 | Existing Customer | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 24 | 3 | 3 | 1 | 2069.0 | 1393 | 676.0 | 0.875 | 4962 | 70 | 0.750 | 0.673 | 11/15/2022 |
| 709719333 | Existing Customer | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 29 | 6 | 3 | 4 | 28422.0 | 1258 | 27164.0 | 0.672 | 4841 | 80 | 0.600 | 0.044 | 9/11/2019 |
| 717016833 | Existing Customer | 39 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 27 | 6 | 4 | 2 | 1438.3 | 0 | 1438.3 | 0.797 | 4282 | 69 | 0.725 | 0.000 | 11/20/2020 |
| 711017433 | Existing Customer | 41 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.735 | 4416 | 68 | 0.744 | 0.000 | 1/27/2020 |
| 712777233 | Attrited Customer | 65 | M | 0 | Graduate | Single | Unknown | Blue | 48 | 1 | 4 | 3 | 1671.0 | 0 | 1671.0 | 0.725 | 2701 | 51 | 0.889 | 0.000 | 8/28/2020 |
| 712706058 | Attrited Customer | 44 | F | 5 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 4 | 1491.0 | 0 | 1491.0 | 0.551 | 1970 | 46 | 0.484 | 0.000 | 11/5/2021 |
| 720905133 | Attrited Customer | 43 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 29 | 1 | 2 | 6 | 11422.0 | 1095 | 10327.0 | 0.773 | 2439 | 45 | 0.800 | 0.096 | 3/27/2022 |
| 712947333 | Attrited Customer | 54 | F | 4 | Unknown | Married | Less than $40K | Blue | 43 | 3 | 3 | 0 | 5139.0 | 0 | 5139.0 | 0.330 | 1653 | 44 | 0.692 | 0.000 | 6/7/2022 |
| 806995683 | Existing Customer | 61 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 56 | 4 | 1 | 3 | 4783.0 | 2517 | 2266.0 | 1.024 | 2870 | 50 | 1.174 | 0.526 | 3/26/2020 |
| 720575058 | Existing Customer | 47 | M | 3 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 2589.0 | 1693 | 896.0 | 0.878 | 4259 | 83 | 0.766 | 0.654 | 4/13/2021 |
| 770828358 | Existing Customer | 38 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 25 | 4 | 2 | 4 | 8138.0 | 0 | 8138.0 | 0.596 | 4839 | 61 | 0.649 | 0.000 | 3/2/2020 |
| 721361433 | Existing Customer | 51 | F | 3 | Graduate | Married | Unknown | Blue | 37 | 6 | 1 | 1 | 4502.0 | 1785 | 2717.0 | 1.014 | 4469 | 87 | 0.812 | 0.396 | 6/15/2019 |
| 770268933 | Existing Customer | 44 | M | 5 | Unknown | Married | $60K - $80K | Silver | 38 | 3 | 2 | 2 | 33521.0 | 928 | 32593.0 | 0.732 | 4115 | 66 | 0.535 | 0.028 | 11/26/2019 |
| 789209283 | Existing Customer | 48 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 5 | 3 | 0 | 4361.0 | 806 | 3555.0 | 0.627 | 4518 | 84 | 0.750 | 0.185 | 11/2/2022 |
| 716204883 | Existing Customer | 53 | M | 4 | College | Unknown | $60K - $80K | Blue | 44 | 5 | 3 | 1 | 7026.0 | 1728 | 5298.0 | 0.669 | 3935 | 66 | 1.000 | 0.246 | 7/10/2022 |
| 715506258 | Existing Customer | 50 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 16388.0 | 2001 | 14387.0 | 0.547 | 4477 | 83 | 0.660 | 0.122 | 5/3/2021 |
| 711871758 | Attrited Customer | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2905.0 | 2517 | 388.0 | 0.725 | 2487 | 39 | 0.393 | 0.866 | 1/22/2019 |
| 772655733 | Existing Customer | 41 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 2404.0 | 1887 | 517.0 | 0.592 | 4489 | 75 | 0.744 | 0.785 | 5/28/2021 |
| 719519058 | Attrited Customer | 55 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1477.0 | 0 | 1477.0 | 0.719 | 2419 | 49 | 0.531 | 0.000 | 7/28/2019 |
| 716873733 | Attrited Customer | 43 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 3 | 3 | 3556.0 | 2517 | 1039.0 | 0.651 | 2639 | 53 | 0.710 | 0.708 | 3/29/2019 |
| 780383358 | Existing Customer | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 6 | 1 | 0 | 5649.0 | 748 | 4901.0 | 1.077 | 4683 | 72 | 0.946 | 0.132 | 3/25/2019 |
| 718522308 | Existing Customer | 41 | F | 3 | Post-Graduate | Unknown | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 14345.0 | 960 | 13385.0 | 0.817 | 4045 | 72 | 0.946 | 0.067 | 8/18/2022 |
| 716308683 | Existing Customer | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 6524.0 | 1993 | 4531.0 | 0.815 | 4267 | 66 | 0.886 | 0.305 | 7/24/2022 |
| 719056833 | Existing Customer | 55 | F | 1 | Unknown | Married | Less than $40K | Blue | 46 | 5 | 1 | 4 | 2281.0 | 920 | 1361.0 | 0.576 | 3968 | 66 | 0.833 | 0.403 | 8/1/2020 |
| 712303908 | Existing Customer | 47 | F | 4 | College | Married | Less than $40K | Blue | 38 | 3 | 1 | 2 | 2633.0 | 1924 | 709.0 | 0.806 | 3407 | 66 | 0.535 | 0.731 | 6/24/2021 |
| 715572783 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 1 | 2 | 7693.0 | 0 | 7693.0 | 0.579 | 4573 | 93 | 0.632 | 0.000 | 11/30/2021 |
| 713641233 | Existing Customer | 44 | F | 3 | High School | Single | Unknown | Blue | 31 | 5 | 6 | 4 | 10262.0 | 1888 | 8374.0 | 0.508 | 3553 | 65 | 0.757 | 0.184 | 3/5/2019 |
| 712854633 | Existing Customer | 49 | F | 2 | Unknown | Single | Unknown | Blue | 39 | 4 | 1 | 3 | 11320.0 | 0 | 11320.0 | 0.669 | 2845 | 57 | 0.727 | 0.000 | 6/26/2021 |
| 779340183 | Existing Customer | 53 | F | 1 | College | Single | Less than $40K | Blue | 35 | 3 | 2 | 4 | 2482.0 | 916 | 1566.0 | 0.632 | 4295 | 72 | 0.532 | 0.369 | 7/28/2019 |
| 771952683 | Existing Customer | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3035.0 | 0 | 3035.0 | 1.222 | 3847 | 63 | 0.658 | 0.000 | 2/6/2021 |
| 716639058 | Existing Customer | 51 | M | 2 | Graduate | Single | $120K + | Blue | 40 | 4 | 3 | 3 | 26308.0 | 0 | 26308.0 | 0.647 | 3278 | 53 | 0.828 | 0.000 | 10/9/2022 |
| 779027733 | Existing Customer | 53 | F | 4 | Unknown | Single | Less than $40K | Blue | 34 | 6 | 2 | 2 | 6721.0 | 1115 | 5606.0 | 0.790 | 3718 | 51 | 0.759 | 0.166 | 2/24/2022 |
| 713368833 | Existing Customer | 49 | M | 2 | College | Single | $60K - $80K | Blue | 41 | 6 | 3 | 4 | 6205.0 | 2233 | 3972.0 | 0.662 | 3906 | 64 | 0.684 | 0.360 | 4/28/2022 |
| 713926308 | Existing Customer | 35 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2624.0 | 1458 | 1166.0 | 0.809 | 4487 | 61 | 0.743 | 0.556 | 6/8/2021 |
| 720206658 | Attrited Customer | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 2 | 4 | 1479.0 | 458 | 1021.0 | 0.466 | 1811 | 44 | 0.517 | 0.310 | 12/1/2019 |
| 708720558 | Existing Customer | 44 | M | 3 | College | Married | $60K - $80K | Blue | 30 | 5 | 2 | 0 | 4489.0 | 0 | 4489.0 | 0.693 | 3773 | 64 | 0.455 | 0.000 | 10/26/2022 |
| 713857758 | Attrited Customer | 53 | F | 1 | Graduate | Married | Unknown | Blue | 36 | 6 | 3 | 1 | 5842.0 | 198 | 5644.0 | 0.396 | 1828 | 44 | 0.517 | 0.034 | 6/6/2022 |
| 711255858 | Existing Customer | 42 | F | 4 | Unknown | Married | Less than $40K | Blue | 30 | 4 | 2 | 3 | 8777.0 | 1668 | 7109.0 | 0.850 | 4141 | 83 | 0.660 | 0.190 | 1/26/2019 |
| 798717783 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 45 | 3 | 6 | 1 | 3250.0 | 0 | 3250.0 | 0.601 | 4752 | 84 | 0.750 | 0.000 | 2/28/2021 |
| 710674533 | Attrited Customer | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 34 | 3 | 3 | 4 | 15060.0 | 0 | 15060.0 | 0.545 | 1611 | 42 | 0.400 | 0.000 | 1/13/2021 |
| 718642458 | Existing Customer | 40 | M | 4 | High School | Unknown | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 2126.0 | 1321 | 805.0 | 0.596 | 2992 | 72 | 1.000 | 0.621 | 7/7/2021 |
| 709788783 | Existing Customer | 47 | M | 4 | Unknown | Divorced | $40K - $60K | Blue | 35 | 3 | 2 | 1 | 4907.0 | 773 | 4134.0 | 0.517 | 5088 | 71 | 0.651 | 0.158 | 5/20/2020 |
| 752199183 | Existing Customer | 51 | F | 1 | Uneducated | Married | Unknown | Blue | 44 | 6 | 2 | 1 | 3553.0 | 0 | 3553.0 | 0.844 | 4923 | 89 | 0.648 | 0.000 | 12/10/2019 |
| 789707433 | Existing Customer | 41 | F | 4 | High School | Single | Unknown | Blue | 28 | 4 | 2 | 2 | 2515.0 | 1313 | 1202.0 | 0.981 | 4370 | 68 | 0.700 | 0.522 | 3/10/2019 |
| 717448383 | Attrited Customer | 41 | M | 4 | Unknown | Single | $80K - $120K | Blue | 28 | 1 | 2 | 4 | 4428.0 | 0 | 4428.0 | 0.865 | 2331 | 36 | 0.286 | 0.000 | 10/27/2022 |
| 779468808 | Existing Customer | 43 | M | 1 | High School | Married | $40K - $60K | Blue | 25 | 6 | 3 | 3 | 1616.0 | 0 | 1616.0 | 0.794 | 4961 | 78 | 0.814 | 0.000 | 10/16/2019 |
| 790000608 | Existing Customer | 64 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 1 | 1 | 6723.0 | 968 | 5755.0 | 0.832 | 3838 | 67 | 0.811 | 0.144 | 8/7/2019 |
| 770917608 | Existing Customer | 42 | F | 1 | Uneducated | Married | Less than $40K | Blue | 29 | 3 | 4 | 2 | 2756.0 | 1911 | 845.0 | 0.774 | 4656 | 62 | 0.879 | 0.693 | 11/22/2022 |
| 716307558 | Attrited Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 6 | 2 | 4 | 2897.0 | 1506 | 1391.0 | 0.618 | 2214 | 46 | 0.484 | 0.520 | 8/6/2021 |
| 719048133 | Existing Customer | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 3 | 0 | 5456.0 | 0 | 5456.0 | 0.337 | 3470 | 65 | 0.625 | 0.000 | 11/26/2022 |
| 771488583 | Existing Customer | 46 | F | 1 | Graduate | Single | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 3569.0 | 0 | 3569.0 | 0.706 | 4186 | 72 | 0.636 | 0.000 | 4/11/2021 |
| 717202908 | Existing Customer | 39 | M | 5 | College | Married | $80K - $120K | Blue | 29 | 3 | 3 | 4 | 34198.0 | 1804 | 32394.0 | 0.934 | 4270 | 59 | 0.639 | 0.053 | 3/4/2022 |
| 720696558 | Existing Customer | 44 | M | 2 | Graduate | Single | $80K - $120K | Blue | 31 | 5 | 2 | 4 | 34516.0 | 1311 | 33205.0 | 0.600 | 4485 | 85 | 0.771 | 0.038 | 1/21/2022 |
| 788989083 | Existing Customer | 57 | F | 3 | College | Single | $40K - $60K | Blue | 44 | 3 | 1 | 2 | 2817.0 | 1864 | 953.0 | 0.700 | 4535 | 82 | 0.745 | 0.662 | 4/11/2021 |
| 720398958 | Existing Customer | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2126.0 | 1257 | 869.0 | 0.632 | 4340 | 70 | 0.892 | 0.591 | 2/2/2020 |
| 716530533 | Existing Customer | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 4 | 2573.0 | 1640 | 933.0 | 0.873 | 4094 | 77 | 0.638 | 0.637 | 12/12/2021 |
| 714499908 | Existing Customer | 45 | F | 3 | Unknown | Married | $40K - $60K | Blue | 31 | 5 | 5 | 3 | 2016.0 | 1303 | 713.0 | 0.599 | 3243 | 63 | 0.615 | 0.646 | 12/27/2022 |
| 708879483 | Existing Customer | 48 | F | 1 | College | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 0 | 4006.0 | 1646 | 2360.0 | 0.746 | 5006 | 89 | 0.534 | 0.411 | 1/20/2020 |
| 716044383 | Existing Customer | 41 | F | 3 | High School | Unknown | Unknown | Blue | 36 | 5 | 1 | 2 | 5869.0 | 0 | 5869.0 | 0.713 | 4191 | 65 | 0.857 | 0.000 | 3/19/2021 |
| 781320783 | Attrited Customer | 47 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 41 | 3 | 2 | 3 | 4586.0 | 0 | 4586.0 | 0.812 | 2529 | 43 | 0.433 | 0.000 | 1/28/2019 |
| 711657783 | Existing Customer | 50 | F | 2 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.872 | 4617 | 67 | 0.634 | 0.000 | 11/4/2020 |
| 715423233 | Existing Customer | 46 | M | 5 | Unknown | Married | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 1790.0 | 796 | 994.0 | 0.722 | 3539 | 57 | 0.966 | 0.445 | 12/19/2019 |
| 719264058 | Existing Customer | 51 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 5 | 2 | 3 | 5862.0 | 2306 | 3556.0 | 0.807 | 4305 | 51 | 1.318 | 0.393 | 9/18/2022 |
| 711120333 | Existing Customer | 43 | M | 5 | Unknown | Married | $60K - $80K | Blue | 36 | 3 | 5 | 1 | 7411.0 | 1341 | 6070.0 | 0.799 | 4278 | 80 | 0.633 | 0.181 | 12/31/2020 |
| 714100008 | Attrited Customer | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 5667.0 | 2517 | 3150.0 | 0.684 | 2176 | 38 | 0.267 | 0.444 | 1/23/2020 |
| 798030933 | Existing Customer | 47 | M | 4 | College | Single | $60K - $80K | Blue | 41 | 5 | 2 | 3 | 15594.0 | 0 | 15594.0 | 0.631 | 4745 | 75 | 0.786 | 0.000 | 8/27/2020 |
| 708223383 | Attrited Customer | 47 | F | 3 | High School | Married | Unknown | Blue | 39 | 6 | 3 | 4 | 11410.0 | 979 | 10431.0 | 1.049 | 2736 | 38 | 0.462 | 0.086 | 1/20/2022 |
| 708705783 | Attrited Customer | 47 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 1 | 1584.0 | 1214 | 370.0 | 0.887 | 2628 | 41 | 0.640 | 0.766 | 4/18/2021 |
| 778949133 | Existing Customer | 44 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 29 | 4 | 3 | 3 | 13298.0 | 1694 | 11604.0 | 0.824 | 3476 | 66 | 0.784 | 0.127 | 4/29/2019 |
| 709017258 | Attrited Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 2114.0 | 0 | 2114.0 | 0.875 | 2872 | 45 | 0.500 | 0.000 | 7/14/2019 |
| 709161108 | Attrited Customer | 44 | M | 1 | Unknown | Single | $60K - $80K | Blue | 33 | 3 | 2 | 4 | 2540.0 | 0 | 2540.0 | 0.212 | 1531 | 31 | 0.107 | 0.000 | 3/20/2021 |
| 716842908 | Existing Customer | 41 | F | 5 | Uneducated | Single | Less than $40K | Blue | 30 | 4 | 2 | 1 | 1762.0 | 1051 | 711.0 | 0.785 | 4986 | 80 | 0.739 | 0.596 | 2/6/2020 |
| 787513533 | Existing Customer | 47 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2245.0 | 1503 | 742.0 | 0.754 | 3344 | 54 | 0.543 | 0.669 | 8/17/2022 |
| 717949983 | Existing Customer | 47 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 8168.0 | 2137 | 6031.0 | 0.659 | 3554 | 82 | 0.822 | 0.262 | 8/13/2020 |
| 714089658 | Attrited Customer | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 2238.0 | 0 | 2238.0 | 0.452 | 2063 | 42 | 0.500 | 0.000 | 12/5/2019 |
| 718863258 | Attrited Customer | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 41 | 2 | 2 | 3 | 3881.0 | 2517 | 1364.0 | 0.815 | 2463 | 38 | 0.407 | 0.649 | 9/14/2020 |
| 717549408 | Existing Customer | 44 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 20485.0 | 0 | 20485.0 | 0.751 | 3024 | 51 | 1.040 | 0.000 | 12/16/2022 |
| 807600633 | Existing Customer | 44 | F | 2 | Doctorate | Divorced | Unknown | Blue | 39 | 6 | 4 | 1 | 9856.0 | 671 | 9185.0 | 0.662 | 5408 | 83 | 0.729 | 0.068 | 11/24/2020 |
| 770293758 | Existing Customer | 44 | M | 3 | High School | Single | Less than $40K | Blue | 38 | 6 | 1 | 2 | 2111.0 | 1047 | 1064.0 | 0.971 | 4830 | 82 | 0.952 | 0.496 | 2/29/2020 |
| 765584208 | Existing Customer | 43 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2905.0 | 2079 | 826.0 | 0.789 | 4444 | 84 | 0.909 | 0.716 | 5/23/2019 |
| 811989858 | Existing Customer | 49 | M | 4 | Uneducated | Unknown | $60K - $80K | Silver | 44 | 6 | 3 | 2 | 32244.0 | 0 | 32244.0 | 0.647 | 3501 | 65 | 0.757 | 0.000 | 9/26/2021 |
| 721276383 | Existing Customer | 47 | F | 2 | Post-Graduate | Divorced | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 5624.0 | 1216 | 4408.0 | 0.691 | 3843 | 66 | 1.000 | 0.216 | 3/29/2020 |
| 708585933 | Existing Customer | 44 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1656.0 | 1429 | 227.0 | 0.777 | 4258 | 77 | 0.750 | 0.863 | 2/17/2022 |
| 713283933 | Attrited Customer | 42 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 30 | 1 | 3 | 3 | 3032.0 | 0 | 3032.0 | 0.429 | 2273 | 44 | 0.517 | 0.000 | 3/13/2020 |
| 714915633 | Attrited Customer | 42 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 6 | 15699.0 | 0 | 15699.0 | 0.569 | 1793 | 40 | 0.600 | 0.000 | 7/12/2022 |
| 709236633 | Existing Customer | 40 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 28 | 3 | 1 | 3 | 6608.0 | 2270 | 4338.0 | 0.750 | 4033 | 58 | 0.657 | 0.344 | 8/17/2020 |
| 827948133 | Existing Customer | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 4 | 2 | 4 | 5062.0 | 1423 | 3639.0 | 0.775 | 4535 | 68 | 0.417 | 0.281 | 6/12/2022 |
| 718946358 | Existing Customer | 44 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 3 | 2 | 1547.0 | 0 | 1547.0 | 0.792 | 4348 | 63 | 0.615 | 0.000 | 12/17/2021 |
| 714400308 | Existing Customer | 60 | F | 0 | Uneducated | Single | Less than $40K | Silver | 49 | 3 | 1 | 1 | 11060.0 | 1647 | 9413.0 | 0.938 | 4545 | 83 | 0.766 | 0.149 | 10/15/2021 |
| 789670533 | Existing Customer | 41 | F | 2 | High School | Married | $40K - $60K | Blue | 26 | 5 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.660 | 4300 | 67 | 0.675 | 0.000 | 3/22/2019 |
| 770942283 | Existing Customer | 46 | F | 2 | Unknown | Single | Less than $40K | Blue | 33 | 4 | 3 | 2 | 3670.0 | 0 | 3670.0 | 0.797 | 4811 | 68 | 0.889 | 0.000 | 10/23/2021 |
| 827074758 | Existing Customer | 42 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 4 | 1 | 4 | 1538.0 | 868 | 670.0 | 0.828 | 5228 | 61 | 0.694 | 0.564 | 8/20/2022 |
| 818326083 | Existing Customer | 54 | F | 3 | High School | Married | $40K - $60K | Blue | 49 | 5 | 1 | 2 | 1438.3 | 886 | 552.3 | 0.822 | 4385 | 91 | 0.717 | 0.616 | 4/28/2019 |
| 712292133 | Attrited Customer | 45 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 2330.0 | 2294 | 36.0 | 0.456 | 2107 | 40 | 0.333 | 0.985 | 6/24/2021 |
| 709449333 | Existing Customer | 49 | M | 1 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 3170.0 | 1428 | 1742.0 | 0.876 | 4097 | 72 | 0.565 | 0.450 | 8/10/2021 |
| 788840283 | Existing Customer | 42 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 26 | 5 | 2 | 3 | 2120.0 | 1527 | 593.0 | 0.744 | 4741 | 86 | 0.720 | 0.720 | 12/29/2020 |
| 716013858 | Existing Customer | 53 | M | 0 | Graduate | Single | $80K - $120K | Blue | 34 | 3 | 1 | 4 | 20231.0 | 1434 | 18797.0 | 0.543 | 5002 | 78 | 0.660 | 0.071 | 12/9/2019 |
| 712229283 | Attrited Customer | 48 | F | 4 | Doctorate | Unknown | Unknown | Blue | 24 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.738 | 2306 | 46 | 0.484 | 0.000 | 1/21/2019 |
| 751422258 | Existing Customer | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 5583.0 | 0 | 5583.0 | 0.748 | 3317 | 71 | 0.821 | 0.000 | 10/23/2022 |
| 715691808 | Existing Customer | 41 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 30 | 5 | 3 | 4 | 7764.0 | 621 | 7143.0 | 0.670 | 3955 | 72 | 0.756 | 0.080 | 9/8/2022 |
| 794273283 | Attrited Customer | 51 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 45 | 3 | 3 | 3 | 25670.0 | 0 | 25670.0 | 0.952 | 2709 | 51 | 0.645 | 0.000 | 9/13/2020 |
| 788838033 | Attrited Customer | 45 | M | 2 | College | Single | $60K - $80K | Blue | 29 | 3 | 2 | 4 | 3841.0 | 0 | 3841.0 | 0.794 | 2832 | 48 | 0.846 | 0.000 | 5/6/2021 |
| 712778658 | Existing Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 3 | 3 | 2001.0 | 909 | 1092.0 | 0.772 | 4238 | 63 | 0.800 | 0.454 | 5/12/2021 |
| 789580908 | Existing Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 8512.0 | 1471 | 7041.0 | 0.867 | 4056 | 81 | 0.841 | 0.173 | 1/20/2020 |
| 778965183 | Existing Customer | 47 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 30 | 5 | 3 | 2 | 5869.0 | 2517 | 3352.0 | 0.505 | 4166 | 85 | 0.809 | 0.429 | 5/17/2022 |
| 714462558 | Existing Customer | 44 | F | 5 | Unknown | Married | Unknown | Blue | 36 | 4 | 2 | 3 | 5791.0 | 0 | 5791.0 | 0.645 | 4556 | 67 | 0.861 | 0.000 | 9/7/2020 |
| 789013833 | Attrited Customer | 50 | M | 2 | High School | Married | $120K + | Silver | 37 | 5 | 2 | 1 | 34516.0 | 399 | 34117.0 | 0.726 | 2118 | 41 | 0.519 | 0.012 | 2/7/2022 |
| 800869758 | Existing Customer | 49 | M | 3 | Unknown | Married | $80K - $120K | Blue | 43 | 6 | 1 | 1 | 2191.0 | 1414 | 777.0 | 0.635 | 3967 | 76 | 0.767 | 0.645 | 6/8/2021 |
| 807426033 | Existing Customer | 37 | M | 2 | Unknown | Single | $60K - $80K | Blue | 32 | 4 | 1 | 1 | 2865.0 | 1176 | 1689.0 | 0.665 | 3462 | 61 | 0.906 | 0.410 | 12/18/2019 |
| 720091083 | Existing Customer | 43 | M | 4 | Graduate | Married | $120K + | Blue | 31 | 6 | 1 | 3 | 6467.0 | 1887 | 4580.0 | 0.442 | 4098 | 61 | 0.605 | 0.292 | 3/10/2020 |
| 711918033 | Attrited Customer | 37 | F | 3 | Unknown | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1468.0 | 1074 | 394.0 | 0.697 | 2050 | 32 | 0.524 | 0.732 | 3/7/2022 |
| 709679658 | Existing Customer | 58 | F | 2 | Graduate | Single | $40K - $60K | Blue | 50 | 4 | 3 | 3 | 5386.0 | 0 | 5386.0 | 0.777 | 4846 | 84 | 0.680 | 0.000 | 6/29/2021 |
| 779296908 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 3 | 1438.3 | 576 | 862.3 | 0.774 | 5098 | 66 | 0.833 | 0.400 | 2/12/2021 |
| 720682308 | Existing Customer | 59 | F | 0 | Uneducated | Single | Unknown | Blue | 46 | 5 | 1 | 4 | 5402.0 | 892 | 4510.0 | 0.782 | 4770 | 83 | 0.596 | 0.165 | 1/29/2019 |
| 714084483 | Attrited Customer | 49 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 4 | 2 | 3 | 3855.0 | 211 | 3644.0 | 0.485 | 1724 | 34 | 0.308 | 0.055 | 3/11/2022 |
| 719495958 | Attrited Customer | 42 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2983.0 | 0 | 2983.0 | 0.865 | 2509 | 46 | 0.586 | 0.000 | 10/19/2020 |
| 789775308 | Existing Customer | 54 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 43 | 6 | 1 | 3 | 1438.3 | 1120 | 318.3 | 0.817 | 4880 | 77 | 0.750 | 0.779 | 7/29/2020 |
| 714726858 | Attrited Customer | 31 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 4871.0 | 0 | 4871.0 | 0.890 | 2773 | 34 | 0.789 | 0.000 | 11/25/2021 |
| 709749483 | Existing Customer | 40 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 29 | 5 | 1 | 2 | 2636.0 | 1953 | 683.0 | 0.916 | 4584 | 70 | 0.591 | 0.741 | 1/12/2019 |
| 710926383 | Existing Customer | 32 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 24 | 5 | 3 | 1 | 1553.0 | 1177 | 376.0 | 0.638 | 4549 | 68 | 0.659 | 0.758 | 8/29/2019 |
| 717172308 | Attrited Customer | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 37 | 4 | 2 | 4 | 3304.0 | 0 | 3304.0 | 0.532 | 1731 | 32 | 0.280 | 0.000 | 11/16/2020 |
| 771795933 | Attrited Customer | 49 | M | 4 | Unknown | Single | $120K + | Blue | 38 | 3 | 3 | 4 | 34516.0 | 2517 | 31999.0 | 0.700 | 2376 | 55 | 0.486 | 0.073 | 9/15/2022 |
| 785024808 | Existing Customer | 53 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 6 | 2 | 3 | 3378.0 | 2134 | 1244.0 | 0.541 | 4464 | 83 | 0.930 | 0.632 | 5/15/2021 |
| 710277183 | Existing Customer | 34 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 27 | 3 | 2 | 4 | 2313.0 | 1775 | 538.0 | 0.773 | 4317 | 68 | 0.545 | 0.767 | 1/23/2019 |
| 714647808 | Existing Customer | 49 | F | 0 | Graduate | Single | Less than $40K | Blue | 39 | 4 | 3 | 0 | 2434.0 | 0 | 2434.0 | 0.788 | 4628 | 73 | 0.622 | 0.000 | 2/19/2020 |
| 709857033 | Existing Customer | 60 | F | 1 | College | Single | $40K - $60K | Blue | 50 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.578 | 4148 | 84 | 0.714 | 0.000 | 5/11/2021 |
| 714283458 | Existing Customer | 40 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 5 | 1 | 4 | 14544.0 | 0 | 14544.0 | 0.768 | 4064 | 92 | 0.769 | 0.000 | 3/29/2020 |
| 804829533 | Attrited Customer | 59 | M | 0 | High School | Single | $60K - $80K | Blue | 54 | 3 | 6 | 6 | 24621.0 | 471 | 24150.0 | 0.850 | 2864 | 51 | 0.759 | 0.019 | 8/30/2021 |
| 716702358 | Existing Customer | 44 | F | 2 | Unknown | Married | Less than $40K | Blue | 33 | 5 | 3 | 2 | 2337.0 | 698 | 1639.0 | 0.836 | 4048 | 83 | 0.886 | 0.299 | 1/1/2022 |
| 720028683 | Existing Customer | 49 | F | 2 | High School | Married | $40K - $60K | Blue | 39 | 5 | 3 | 4 | 2720.0 | 1926 | 794.0 | 0.602 | 3806 | 61 | 0.794 | 0.708 | 2/8/2022 |
| 757044033 | Existing Customer | 44 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 37 | 3 | 1 | 3 | 1965.0 | 1021 | 944.0 | 0.516 | 3968 | 57 | 0.781 | 0.520 | 6/13/2022 |
| 719672283 | Existing Customer | 47 | M | 4 | Graduate | Married | $60K - $80K | Silver | 39 | 4 | 2 | 4 | 33122.0 | 1587 | 31535.0 | 0.475 | 3145 | 63 | 0.750 | 0.048 | 4/18/2022 |
| 719054733 | Existing Customer | 52 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 40 | 4 | 3 | 2 | 1438.3 | 797 | 641.3 | 0.870 | 4673 | 69 | 0.568 | 0.554 | 12/24/2021 |
| 793336383 | Existing Customer | 47 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 2709.0 | 2034 | 675.0 | 0.606 | 4915 | 92 | 0.840 | 0.751 | 3/29/2022 |
| 795599883 | Attrited Customer | 57 | F | 2 | Uneducated | Married | Unknown | Blue | 51 | 3 | 6 | 2 | 2404.0 | 284 | 2120.0 | 0.866 | 2511 | 51 | 0.500 | 0.118 | 3/22/2021 |
| 715650783 | Existing Customer | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 4499.0 | 0 | 4499.0 | 0.765 | 4906 | 75 | 0.667 | 0.000 | 7/13/2019 |
| 711819708 | Attrited Customer | 33 | F | 3 | Post-Graduate | Unknown | Unknown | Blue | 25 | 3 | 2 | 4 | 4734.0 | 2517 | 2217.0 | 0.483 | 2275 | 55 | 0.897 | 0.532 | 4/5/2020 |
| 713041683 | Attrited Customer | 55 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 3 | 2 | 4 | 4697.0 | 0 | 4697.0 | 0.544 | 1867 | 34 | 0.478 | 0.000 | 2/22/2020 |
| 779544708 | Existing Customer | 50 | M | 2 | Unknown | Married | $120K + | Gold | 35 | 4 | 5 | 3 | 34516.0 | 668 | 33848.0 | 0.894 | 3931 | 77 | 0.791 | 0.019 | 4/12/2020 |
| 712967508 | Existing Customer | 47 | M | 3 | Doctorate | Unknown | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2572.0 | 1093 | 1479.0 | 0.615 | 5038 | 86 | 0.830 | 0.425 | 3/14/2020 |
| 710231433 | Existing Customer | 56 | M | 1 | Uneducated | Unknown | $60K - $80K | Blue | 43 | 5 | 1 | 4 | 3110.0 | 2378 | 732.0 | 0.974 | 3395 | 75 | 0.829 | 0.765 | 4/15/2019 |
| 817960533 | Existing Customer | 41 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 1734.0 | 857 | 877.0 | 0.752 | 4741 | 84 | 0.714 | 0.494 | 9/20/2021 |
| 713431008 | Existing Customer | 46 | F | 5 | High School | Married | Unknown | Blue | 36 | 5 | 3 | 0 | 3562.0 | 0 | 3562.0 | 0.753 | 4198 | 77 | 0.750 | 0.000 | 8/25/2021 |
| 709663608 | Attrited Customer | 43 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1536.0 | 0 | 1536.0 | 0.571 | 1973 | 36 | 0.333 | 0.000 | 2/20/2019 |
| 754851783 | Existing Customer | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 32 | 4 | 2 | 2 | 19198.0 | 2218 | 16980.0 | 0.802 | 4423 | 90 | 0.667 | 0.116 | 10/14/2020 |
| 808743558 | Existing Customer | 42 | F | 3 | High School | Married | Unknown | Blue | 37 | 3 | 3 | 3 | 4540.0 | 2517 | 2023.0 | 0.890 | 4804 | 66 | 0.737 | 0.554 | 5/5/2022 |
| 778905033 | Existing Customer | 45 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 26 | 3 | 5 | 2 | 1438.3 | 1226 | 212.3 | 0.638 | 3889 | 60 | 0.818 | 0.852 | 1/22/2020 |
| 720844008 | Existing Customer | 54 | F | 4 | Graduate | Single | Less than $40K | Blue | 45 | 6 | 2 | 2 | 1990.0 | 1747 | 243.0 | 0.924 | 5216 | 87 | 0.891 | 0.878 | 10/29/2019 |
| 714286383 | Existing Customer | 59 | M | 0 | High School | Single | $120K + | Blue | 36 | 4 | 3 | 3 | 3422.0 | 1039 | 2383.0 | 0.475 | 3337 | 65 | 0.512 | 0.304 | 2/2/2019 |
| 718767183 | Existing Customer | 45 | F | 4 | Post-Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 3 | 1 | 2192.0 | 1464 | 728.0 | 0.660 | 4905 | 89 | 0.978 | 0.668 | 7/7/2021 |
| 712707408 | Existing Customer | 43 | F | 2 | Unknown | Married | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5152.0 | 1713 | 3439.0 | 0.746 | 3919 | 57 | 1.036 | 0.332 | 3/6/2022 |
| 789859833 | Existing Customer | 41 | M | 4 | Doctorate | Unknown | Less than $40K | Blue | 31 | 6 | 2 | 1 | 2515.0 | 1767 | 748.0 | 0.665 | 4388 | 67 | 0.675 | 0.703 | 7/29/2022 |
| 812411058 | Attrited Customer | 49 | F | 0 | Uneducated | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2094.0 | 0 | 2094.0 | 0.897 | 2690 | 46 | 0.484 | 0.000 | 10/18/2019 |
| 712311258 | Existing Customer | 48 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 1906.0 | 1259 | 647.0 | 0.932 | 4634 | 54 | 0.862 | 0.661 | 4/20/2021 |
| 778397358 | Attrited Customer | 42 | M | 5 | Unknown | Married | $60K - $80K | Blue | 22 | 6 | 2 | 4 | 5096.0 | 0 | 5096.0 | 0.808 | 2574 | 43 | 0.483 | 0.000 | 5/13/2022 |
| 715340733 | Existing Customer | 39 | M | 1 | High School | Unknown | $40K - $60K | Blue | 28 | 5 | 2 | 4 | 2222.0 | 0 | 2222.0 | 0.843 | 4792 | 62 | 0.722 | 0.000 | 7/9/2019 |
| 797495958 | Existing Customer | 42 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 3015.0 | 0 | 3015.0 | 0.927 | 4277 | 80 | 0.951 | 0.000 | 12/12/2020 |
| 720384633 | Existing Customer | 48 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 3786.0 | 0 | 3786.0 | 0.715 | 3403 | 70 | 0.489 | 0.000 | 6/17/2020 |
| 810868758 | Existing Customer | 39 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 12078.0 | 1687 | 10391.0 | 0.482 | 2384 | 52 | 1.167 | 0.140 | 7/19/2022 |
| 719105433 | Existing Customer | 48 | F | 3 | College | Single | Unknown | Blue | 38 | 3 | 3 | 3 | 6448.0 | 1087 | 5361.0 | 0.868 | 4990 | 85 | 0.667 | 0.169 | 12/15/2022 |
| 715609533 | Attrited Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 35 | 1 | 3 | 3 | 5398.0 | 0 | 5398.0 | 0.621 | 1887 | 36 | 0.333 | 0.000 | 7/10/2020 |
| 712160058 | Attrited Customer | 59 | F | 2 | Uneducated | Married | Less than $40K | Blue | 51 | 5 | 5 | 4 | 1438.3 | 0 | 1438.3 | 0.656 | 2146 | 44 | 0.630 | 0.000 | 5/30/2022 |
| 779130108 | Attrited Customer | 33 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 15 | 3 | 2 | 6 | 1438.3 | 0 | 1438.3 | 0.835 | 2527 | 49 | 0.690 | 0.000 | 7/27/2020 |
| 712335858 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2620.0 | 2081 | 539.0 | 0.990 | 4867 | 67 | 0.763 | 0.794 | 11/21/2022 |
| 789643383 | Existing Customer | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 13435.0 | 0 | 13435.0 | 0.747 | 3575 | 56 | 1.154 | 0.000 | 10/5/2019 |
| 717733158 | Existing Customer | 43 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 3186.0 | 2517 | 669.0 | 0.590 | 4197 | 84 | 0.909 | 0.790 | 6/5/2020 |
| 713205108 | Existing Customer | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 1 | 1950.0 | 1062 | 888.0 | 0.480 | 3873 | 76 | 0.854 | 0.545 | 4/15/2020 |
| 719749083 | Existing Customer | 63 | M | 0 | Doctorate | Single | Less than $40K | Blue | 54 | 5 | 2 | 0 | 7098.0 | 2224 | 4874.0 | 0.864 | 3465 | 59 | 0.788 | 0.313 | 8/12/2020 |
| 811762383 | Existing Customer | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2250.0 | 1788 | 462.0 | 0.523 | 4908 | 71 | 1.152 | 0.795 | 8/22/2022 |
| 708710283 | Existing Customer | 45 | M | 5 | Doctorate | Married | $120K + | Silver | 36 | 6 | 1 | 4 | 34516.0 | 2038 | 32478.0 | 1.007 | 4067 | 75 | 1.206 | 0.059 | 3/4/2021 |
| 708542283 | Existing Customer | 58 | F | 1 | Doctorate | Married | Less than $40K | Blue | 47 | 5 | 3 | 4 | 2495.0 | 2061 | 434.0 | 0.849 | 4399 | 70 | 0.707 | 0.826 | 10/23/2019 |
| 720667383 | Existing Customer | 39 | F | 2 | High School | Married | Less than $40K | Blue | 32 | 5 | 3 | 1 | 3086.0 | 2213 | 873.0 | 0.695 | 4684 | 81 | 0.800 | 0.717 | 9/12/2020 |
| 822952158 | Existing Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 4 | 1520.0 | 0 | 1520.0 | 0.566 | 4256 | 73 | 0.622 | 0.000 | 1/29/2021 |
| 716922633 | Attrited Customer | 38 | M | 2 | Uneducated | Single | $120K + | Blue | 30 | 6 | 3 | 4 | 4043.0 | 2517 | 1526.0 | 0.602 | 2600 | 47 | 0.621 | 0.623 | 4/17/2019 |
| 709081683 | Existing Customer | 65 | M | 1 | High School | Single | Less than $40K | Blue | 54 | 3 | 1 | 3 | 4599.0 | 1438 | 3161.0 | 0.832 | 4208 | 69 | 0.865 | 0.313 | 11/7/2020 |
| 710211783 | Attrited Customer | 38 | F | 4 | Unknown | Married | Less than $40K | Blue | 26 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.777 | 2264 | 39 | 0.625 | 0.000 | 10/12/2019 |
| 720364158 | Existing Customer | 55 | F | 3 | Graduate | Unknown | Unknown | Blue | 36 | 4 | 3 | 3 | 7869.0 | 1251 | 6618.0 | 0.722 | 4314 | 83 | 0.729 | 0.159 | 5/18/2019 |
| 713064783 | Existing Customer | 60 | F | 1 | Unknown | Unknown | $40K - $60K | Blue | 48 | 3 | 3 | 4 | 5362.0 | 2057 | 3305.0 | 0.763 | 4205 | 83 | 0.766 | 0.384 | 8/13/2019 |
| 709873683 | Existing Customer | 60 | M | 0 | Doctorate | Unknown | $40K - $60K | Silver | 53 | 4 | 2 | 1 | 16541.0 | 1428 | 15113.0 | 0.846 | 4352 | 82 | 0.907 | 0.086 | 6/20/2021 |
| 758106108 | Existing Customer | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 38 | 3 | 2 | 1 | 7486.0 | 1758 | 5728.0 | 0.613 | 4604 | 70 | 0.707 | 0.235 | 10/20/2022 |
| 711445233 | Existing Customer | 42 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.813 | 4653 | 78 | 0.950 | 0.000 | 7/19/2019 |
| 778912683 | Existing Customer | 51 | F | 2 | Graduate | Single | Unknown | Blue | 32 | 3 | 3 | 1 | 8365.0 | 1504 | 6861.0 | 0.679 | 4778 | 88 | 0.956 | 0.180 | 12/11/2020 |
| 780496833 | Attrited Customer | 56 | F | 1 | College | Single | Less than $40K | Blue | 43 | 3 | 2 | 2 | 2846.0 | 0 | 2846.0 | 0.747 | 2122 | 44 | 0.419 | 0.000 | 11/21/2021 |
| 720057183 | Existing Customer | 49 | F | 4 | Doctorate | Single | Less than $40K | Blue | 42 | 5 | 1 | 4 | 7789.0 | 957 | 6832.0 | 0.724 | 3412 | 70 | 0.842 | 0.123 | 6/22/2019 |
| 789081408 | Attrited Customer | 44 | F | 4 | Uneducated | Single | Less than $40K | Blue | 32 | 6 | 3 | 4 | 1438.3 | 170 | 1268.3 | 0.889 | 2527 | 45 | 0.406 | 0.118 | 2/11/2021 |
| 720634683 | Attrited Customer | 48 | F | 2 | College | Married | Unknown | Blue | 37 | 5 | 2 | 4 | 2220.0 | 0 | 2220.0 | 0.737 | 2456 | 45 | 0.452 | 0.000 | 2/1/2020 |
| 808732458 | Existing Customer | 48 | M | 3 | Unknown | Married | $120K + | Blue | 43 | 5 | 3 | 0 | 6626.0 | 1558 | 5068.0 | 1.020 | 2838 | 49 | 1.333 | 0.235 | 3/10/2020 |
| 719947533 | Existing Customer | 46 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 6 | 2 | 1 | 5547.0 | 0 | 5547.0 | 0.850 | 4585 | 79 | 0.795 | 0.000 | 11/18/2022 |
| 715452408 | Existing Customer | 37 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1734.0 | 987 | 747.0 | 0.879 | 4727 | 67 | 0.914 | 0.569 | 6/11/2022 |
| 718103733 | Existing Customer | 41 | F | 4 | Unknown | Married | Less than $40K | Blue | 31 | 4 | 3 | 4 | 2934.0 | 933 | 2001.0 | 0.898 | 4253 | 66 | 0.737 | 0.318 | 3/4/2022 |
| 788705358 | Existing Customer | 44 | M | 4 | High School | Married | $120K + | Blue | 33 | 4 | 1 | 4 | 14527.0 | 2070 | 12457.0 | 0.525 | 3965 | 58 | 0.568 | 0.142 | 9/21/2020 |
| 772105608 | Existing Customer | 48 | F | 4 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 3 | 4 | 2646.0 | 872 | 1774.0 | 0.865 | 4246 | 80 | 0.739 | 0.330 | 1/21/2020 |
| 718396533 | Existing Customer | 47 | M | 3 | College | Single | $80K - $120K | Blue | 38 | 5 | 3 | 3 | 8185.0 | 1556 | 6629.0 | 0.806 | 4527 | 83 | 0.930 | 0.190 | 9/29/2020 |
| 712949733 | Existing Customer | 46 | M | 5 | High School | Single | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 6340.0 | 1985 | 4355.0 | 0.403 | 3536 | 61 | 0.419 | 0.313 | 11/15/2019 |
| 772036233 | Existing Customer | 62 | M | 1 | Graduate | Single | $80K - $120K | Blue | 51 | 6 | 2 | 3 | 5711.0 | 0 | 5711.0 | 0.583 | 4320 | 72 | 0.674 | 0.000 | 10/26/2019 |
| 713285058 | Existing Customer | 46 | F | 3 | Doctorate | Single | Less than $40K | Blue | 34 | 4 | 3 | 4 | 2258.0 | 1600 | 658.0 | 0.607 | 4275 | 76 | 0.551 | 0.709 | 5/19/2020 |
| 710289783 | Attrited Customer | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 2086.0 | 2007 | 79.0 | 1.051 | 2537 | 48 | 0.600 | 0.962 | 12/30/2020 |
| 780390108 | Existing Customer | 44 | F | 3 | College | Married | $40K - $60K | Blue | 34 | 3 | 1 | 2 | 3256.0 | 1013 | 2243.0 | 0.988 | 5079 | 81 | 0.841 | 0.311 | 11/4/2020 |
| 720585183 | Existing Customer | 50 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 14854.0 | 2136 | 12718.0 | 0.568 | 3659 | 68 | 0.581 | 0.144 | 4/3/2021 |
| 711831558 | Existing Customer | 49 | M | 4 | College | Divorced | $120K + | Blue | 41 | 3 | 1 | 1 | 7184.0 | 1207 | 5977.0 | 0.657 | 3244 | 58 | 1.000 | 0.168 | 7/26/2021 |
| 710854008 | Existing Customer | 48 | M | 3 | Unknown | Unknown | $40K - $60K | Blue | 37 | 3 | 2 | 4 | 6541.0 | 1119 | 5422.0 | 0.496 | 3902 | 63 | 0.432 | 0.171 | 6/26/2021 |
| 717017808 | Existing Customer | 62 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 52 | 6 | 1 | 2 | 9065.0 | 641 | 8424.0 | 0.788 | 4693 | 83 | 0.627 | 0.071 | 10/30/2019 |
| 823615983 | Attrited Customer | 54 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 50 | 2 | 1 | 3 | 3682.0 | 2517 | 1165.0 | 0.379 | 1642 | 35 | 0.250 | 0.684 | 11/26/2022 |
| 807587433 | Attrited Customer | 56 | F | 2 | Doctorate | Married | Less than $40K | Blue | 51 | 4 | 6 | 5 | 1438.3 | 0 | 1438.3 | 0.699 | 2229 | 40 | 0.600 | 0.000 | 7/27/2020 |
| 709987683 | Attrited Customer | 46 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 4 | 3 | 4 | 2286.0 | 0 | 2286.0 | 1.057 | 2798 | 40 | 0.481 | 0.000 | 7/15/2020 |
| 714435408 | Existing Customer | 57 | M | 3 | High School | Single | $80K - $120K | Blue | 38 | 4 | 3 | 1 | 12663.0 | 1028 | 11635.0 | 0.791 | 3297 | 54 | 0.688 | 0.081 | 6/9/2021 |
| 718994583 | Existing Customer | 48 | F | 2 | College | Single | Less than $40K | Blue | 35 | 3 | 3 | 1 | 1438.3 | 816 | 622.3 | 0.842 | 4777 | 69 | 0.917 | 0.567 | 7/5/2021 |
| 793616883 | Existing Customer | 39 | F | 5 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 2 | 2 | 1438.3 | 668 | 770.3 | 0.931 | 5205 | 78 | 0.773 | 0.464 | 5/4/2022 |
| 779978283 | Existing Customer | 45 | F | 3 | High School | Married | Unknown | Blue | 34 | 4 | 2 | 1 | 5056.0 | 0 | 5056.0 | 0.905 | 4428 | 78 | 0.696 | 0.000 | 5/7/2021 |
| 713370033 | Attrited Customer | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.503 | 2014 | 53 | 0.472 | 0.000 | 10/20/2020 |
| 710482533 | Existing Customer | 26 | M | 0 | Unknown | Married | $120K + | Blue | 17 | 4 | 2 | 1 | 30928.0 | 2005 | 28923.0 | 0.520 | 3863 | 72 | 0.756 | 0.065 | 6/4/2021 |
| 778830933 | Existing Customer | 40 | M | 3 | Graduate | Married | $80K - $120K | Blue | 21 | 3 | 2 | 0 | 1804.0 | 1040 | 764.0 | 1.002 | 5308 | 78 | 0.773 | 0.576 | 5/6/2020 |
| 736145283 | Existing Customer | 43 | M | 2 | College | Married | $80K - $120K | Blue | 24 | 6 | 1 | 4 | 1669.0 | 0 | 1669.0 | 0.698 | 3591 | 59 | 0.788 | 0.000 | 3/9/2020 |
| 778718658 | Existing Customer | 33 | F | 2 | High School | Divorced | Unknown | Blue | 15 | 3 | 3 | 4 | 9725.0 | 0 | 9725.0 | 0.750 | 4062 | 65 | 0.711 | 0.000 | 3/18/2019 |
| 719482008 | Existing Customer | 45 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 21696.0 | 1036 | 20660.0 | 0.965 | 3354 | 76 | 0.854 | 0.048 | 5/17/2022 |
| 715004808 | Existing Customer | 49 | F | 2 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 1 | 2992.0 | 1845 | 1147.0 | 0.707 | 4339 | 84 | 0.750 | 0.617 | 10/29/2020 |
| 720014358 | Existing Customer | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 26 | 5 | 2 | 4 | 1934.0 | 985 | 949.0 | 0.720 | 4019 | 78 | 0.857 | 0.509 | 7/18/2020 |
| 718208358 | Existing Customer | 43 | M | 5 | Uneducated | Married | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.0 | 830 | 33686.0 | 0.540 | 3789 | 57 | 0.541 | 0.024 | 6/7/2019 |
| 713380308 | Existing Customer | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1734.0 | 0 | 1734.0 | 0.593 | 4092 | 76 | 1.054 | 0.000 | 8/11/2021 |
| 716477133 | Existing Customer | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 32 | 3 | 3 | 4 | 1438.3 | 838 | 600.3 | 0.610 | 3910 | 75 | 0.630 | 0.583 | 7/15/2022 |
| 713949858 | Attrited Customer | 39 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.3 | 886 | 552.3 | 0.240 | 1674 | 42 | 0.312 | 0.616 | 12/30/2021 |
| 827619933 | Existing Customer | 48 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 44 | 3 | 1 | 2 | 9673.0 | 0 | 9673.0 | 0.655 | 3541 | 87 | 0.851 | 0.000 | 9/14/2022 |
| 779135808 | Existing Customer | 56 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 38 | 5 | 1 | 4 | 3609.0 | 1026 | 2583.0 | 0.670 | 4318 | 81 | 0.588 | 0.284 | 6/25/2021 |
| 719751483 | Attrited Customer | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.3 | 576 | 862.3 | 0.849 | 2567 | 48 | 0.600 | 0.400 | 9/25/2022 |
| 708219858 | Existing Customer | 39 | M | 2 | Graduate | Single | $40K - $60K | Blue | 26 | 6 | 3 | 2 | 6423.0 | 0 | 6423.0 | 1.051 | 4295 | 70 | 0.795 | 0.000 | 6/28/2022 |
| 779681433 | Attrited Customer | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 3 | 4 | 14899.0 | 0 | 14899.0 | 0.381 | 1519 | 26 | 0.368 | 0.000 | 6/25/2019 |
| 720169383 | Existing Customer | 52 | F | 2 | College | Married | $40K - $60K | Blue | 41 | 3 | 1 | 1 | 3224.0 | 2111 | 1113.0 | 0.601 | 3707 | 74 | 0.682 | 0.655 | 9/13/2021 |
| 718056033 | Existing Customer | 44 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 5 | 3 | 2 | 4135.0 | 1606 | 2529.0 | 0.734 | 3334 | 56 | 0.600 | 0.388 | 1/18/2022 |
| 789226683 | Existing Customer | 44 | M | 1 | Unknown | Married | $60K - $80K | Blue | 33 | 6 | 2 | 3 | 4969.0 | 1187 | 3782.0 | 0.714 | 3878 | 82 | 0.783 | 0.239 | 7/14/2019 |
| 822902508 | Existing Customer | 41 | F | 3 | College | Single | $40K - $60K | Blue | 37 | 3 | 3 | 3 | 8376.0 | 1219 | 7157.0 | 0.644 | 4015 | 77 | 0.750 | 0.146 | 4/5/2019 |
| 780462183 | Existing Customer | 44 | M | 2 | Unknown | Single | $80K - $120K | Blue | 31 | 5 | 5 | 2 | 3454.0 | 2065 | 1389.0 | 0.816 | 4026 | 67 | 0.718 | 0.598 | 6/25/2020 |
| 715502808 | Existing Customer | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 25944.0 | 1987 | 23957.0 | 0.566 | 4442 | 76 | 0.767 | 0.077 | 4/15/2021 |
| 788755158 | Existing Customer | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 29 | 4 | 3 | 1 | 1438.3 | 535 | 903.3 | 0.678 | 3016 | 80 | 0.739 | 0.372 | 6/24/2020 |
| 780038058 | Attrited Customer | 38 | F | 0 | High School | Single | Less than $40K | Blue | 22 | 3 | 2 | 5 | 1556.0 | 0 | 1556.0 | 0.690 | 2283 | 46 | 0.586 | 0.000 | 5/2/2020 |
| 709536483 | Attrited Customer | 57 | M | 3 | Graduate | Married | $60K - $80K | Blue | 49 | 5 | 0 | 3 | 8701.0 | 215 | 8486.0 | 0.527 | 1999 | 41 | 0.414 | 0.025 | 3/17/2022 |
| 712563408 | Attrited Customer | 33 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 18 | 1 | 1 | 6 | 5600.0 | 2517 | 3083.0 | 0.628 | 2296 | 46 | 0.586 | 0.449 | 11/22/2020 |
| 771222558 | Existing Customer | 45 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2900.0 | 2018 | 882.0 | 0.705 | 4467 | 79 | 0.756 | 0.696 | 2/5/2022 |
| 708145908 | Existing Customer | 61 | F | 0 | Graduate | Married | $40K - $60K | Blue | 50 | 3 | 3 | 0 | 4906.0 | 2185 | 2721.0 | 0.660 | 3999 | 71 | 1.088 | 0.445 | 11/26/2021 |
| 717755058 | Existing Customer | 41 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2687.0 | 1317 | 1370.0 | 0.580 | 4096 | 76 | 0.727 | 0.490 | 7/15/2021 |
| 789109983 | Existing Customer | 40 | F | 3 | High School | Divorced | $40K - $60K | Blue | 28 | 4 | 1 | 4 | 4464.0 | 1418 | 3046.0 | 0.920 | 3870 | 73 | 0.460 | 0.318 | 8/10/2020 |
| 802600233 | Existing Customer | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 45 | 5 | 1 | 3 | 1438.3 | 869 | 569.3 | 0.791 | 4124 | 59 | 0.967 | 0.604 | 10/29/2019 |
| 720449208 | Existing Customer | 34 | F | 1 | College | Married | Less than $40K | Blue | 16 | 6 | 1 | 4 | 2221.0 | 1814 | 407.0 | 0.820 | 4758 | 64 | 0.641 | 0.817 | 11/7/2022 |
| 719557983 | Existing Customer | 42 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 2966.0 | 2371 | 595.0 | 0.969 | 4416 | 83 | 0.844 | 0.799 | 4/4/2021 |
| 766111383 | Existing Customer | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 31 | 4 | 2 | 4 | 1593.0 | 1091 | 502.0 | 0.870 | 4136 | 67 | 0.718 | 0.685 | 7/19/2021 |
| 789367083 | Existing Customer | 41 | F | 2 | Uneducated | Single | Less than $40K | Blue | 31 | 5 | 3 | 3 | 2450.0 | 1490 | 960.0 | 0.747 | 3778 | 64 | 0.684 | 0.608 | 4/28/2022 |
| 710538183 | Existing Customer | 53 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 42 | 3 | 2 | 4 | 1529.0 | 563 | 966.0 | 0.785 | 4220 | 83 | 0.844 | 0.368 | 9/15/2021 |
| 708534033 | Existing Customer | 45 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 6274.0 | 883 | 5391.0 | 0.626 | 4726 | 82 | 0.708 | 0.141 | 4/29/2020 |
| 716739258 | Existing Customer | 43 | F | 4 | Unknown | Single | Less than $40K | Blue | 33 | 5 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.679 | 3932 | 62 | 0.771 | 0.000 | 9/24/2019 |
| 788940558 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 6 | 1 | 2 | 2134.0 | 1085 | 1049.0 | 0.656 | 4224 | 75 | 1.027 | 0.508 | 12/30/2021 |
| 714722808 | Existing Customer | 50 | M | 1 | College | Married | $80K - $120K | Blue | 33 | 5 | 3 | 2 | 17158.0 | 1211 | 15947.0 | 0.778 | 4153 | 91 | 0.685 | 0.071 | 1/4/2020 |
| 713249883 | Existing Customer | 51 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 3359.0 | 873 | 2486.0 | 0.785 | 4572 | 81 | 0.688 | 0.260 | 7/21/2019 |
| 714207483 | Existing Customer | 47 | M | 3 | Graduate | Married | $80K - $120K | Blue | 41 | 6 | 1 | 4 | 11997.0 | 1424 | 10573.0 | 0.749 | 4125 | 80 | 0.860 | 0.119 | 11/13/2021 |
| 720068808 | Existing Customer | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 2 | 3302.0 | 1980 | 1322.0 | 0.625 | 3899 | 65 | 0.711 | 0.600 | 4/9/2019 |
| 778601733 | Attrited Customer | 55 | F | 3 | High School | Single | $40K - $60K | Blue | 47 | 5 | 4 | 3 | 2687.0 | 1689 | 998.0 | 0.714 | 2370 | 34 | 0.789 | 0.629 | 10/14/2021 |
| 709779258 | Existing Customer | 53 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 43 | 4 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.939 | 4075 | 71 | 0.614 | 0.000 | 11/10/2022 |
| 713696808 | Attrited Customer | 46 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 3 | 3 | 0 | 1801.0 | 316 | 1485.0 | 0.494 | 2252 | 42 | 0.400 | 0.175 | 12/26/2022 |
| 720044658 | Attrited Customer | 53 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 46 | 6 | 2 | 4 | 4573.0 | 2076 | 2497.0 | 0.839 | 2720 | 46 | 0.484 | 0.454 | 7/7/2020 |
| 716373483 | Attrited Customer | 48 | F | 5 | Graduate | Married | Less than $40K | Blue | 40 | 4 | 3 | 2 | 2860.0 | 2517 | 343.0 | 0.380 | 1544 | 45 | 0.364 | 0.880 | 4/16/2022 |
| 714305508 | Existing Customer | 46 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 13387.0 | 0 | 13387.0 | 0.746 | 3706 | 81 | 0.620 | 0.000 | 4/28/2022 |
| 712202433 | Existing Customer | 46 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2283.0 | 1020 | 1263.0 | 0.944 | 3687 | 68 | 1.125 | 0.447 | 8/28/2020 |
| 716600733 | Attrited Customer | 47 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2033.0 | 228 | 1805.0 | 0.904 | 2572 | 43 | 0.720 | 0.112 | 4/21/2020 |
| 778372158 | Existing Customer | 49 | F | 5 | High School | Married | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 2506.0 | 1549 | 957.0 | 0.752 | 4747 | 91 | 0.936 | 0.618 | 9/1/2020 |
| 714176133 | Existing Customer | 47 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1438.3 | 735 | 703.3 | 0.762 | 4220 | 87 | 0.673 | 0.511 | 12/6/2020 |
| 708969633 | Existing Customer | 42 | M | 4 | Uneducated | Unknown | $80K - $120K | Blue | 36 | 6 | 5 | 1 | 2447.0 | 2195 | 252.0 | 0.717 | 4544 | 80 | 0.667 | 0.897 | 5/24/2019 |
| 715765758 | Existing Customer | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 41 | 5 | 2 | 4 | 1438.3 | 814 | 624.3 | 0.675 | 4217 | 72 | 0.500 | 0.566 | 3/6/2022 |
| 803097333 | Existing Customer | 41 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 10873.0 | 1514 | 9359.0 | 0.879 | 5089 | 82 | 0.783 | 0.139 | 9/24/2022 |
| 710411358 | Attrited Customer | 39 | F | 4 | College | Married | $40K - $60K | Blue | 28 | 4 | 2 | 4 | 7596.0 | 2199 | 5397.0 | 0.633 | 2164 | 45 | 0.500 | 0.289 | 12/30/2021 |
| 715660308 | Attrited Customer | 54 | F | 3 | College | Married | Less than $40K | Blue | 44 | 5 | 3 | 2 | 2921.0 | 2412 | 509.0 | 0.823 | 2612 | 33 | 0.375 | 0.826 | 8/15/2021 |
| 711866358 | Existing Customer | 42 | F | 3 | High School | Single | $40K - $60K | Blue | 30 | 4 | 2 | 3 | 10136.0 | 0 | 10136.0 | 0.428 | 4429 | 78 | 0.472 | 0.000 | 9/14/2021 |
| 710738883 | Existing Customer | 52 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2187.0 | 1094 | 1093.0 | 0.843 | 4222 | 61 | 0.649 | 0.500 | 3/13/2020 |
| 717822108 | Existing Customer | 60 | F | 0 | Uneducated | Single | Less than $40K | Blue | 48 | 3 | 2 | 3 | 3302.0 | 2517 | 785.0 | 0.785 | 4613 | 85 | 0.932 | 0.762 | 4/8/2020 |
| 714407058 | Existing Customer | 40 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 29 | 3 | 2 | 1 | 30997.0 | 2330 | 28667.0 | 0.650 | 3821 | 81 | 0.841 | 0.075 | 1/6/2022 |
| 710744433 | Existing Customer | 48 | F | 1 | Uneducated | Single | Less than $40K | Blue | 38 | 5 | 2 | 0 | 2578.0 | 2424 | 154.0 | 0.517 | 4077 | 78 | 0.625 | 0.940 | 10/11/2019 |
| 778959258 | Attrited Customer | 51 | F | 1 | Unknown | Married | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.905 | 2585 | 45 | 0.500 | 0.000 | 4/8/2022 |
| 713320008 | Existing Customer | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 2 | 3034.0 | 468 | 2566.0 | 0.553 | 4172 | 66 | 0.784 | 0.154 | 9/19/2019 |
| 766795983 | Existing Customer | 46 | F | 1 | Unknown | Single | Less than $40K | Blue | 40 | 4 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.756 | 4692 | 91 | 0.596 | 0.000 | 11/21/2019 |
| 716256483 | Existing Customer | 50 | F | 2 | Graduate | Single | Unknown | Blue | 36 | 6 | 2 | 4 | 2611.0 | 1824 | 787.0 | 0.711 | 4232 | 80 | 0.633 | 0.699 | 9/7/2020 |
| 712364283 | Existing Customer | 54 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 2222.0 | 1398 | 824.0 | 0.785 | 3960 | 79 | 0.756 | 0.629 | 2/26/2021 |
| 714620358 | Attrited Customer | 37 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 4 | 3328.0 | 2517 | 811.0 | 0.553 | 2196 | 47 | 0.621 | 0.756 | 7/31/2019 |
| 709145958 | Attrited Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 2440.0 | 1002 | 1438.0 | 0.061 | 1533 | 42 | 0.105 | 0.411 | 5/17/2021 |
| 709787733 | Existing Customer | 54 | F | 4 | College | Single | Unknown | Blue | 48 | 3 | 2 | 2 | 9723.0 | 1307 | 8416.0 | 0.803 | 4043 | 76 | 0.900 | 0.134 | 9/8/2022 |
| 809071083 | Existing Customer | 60 | F | 1 | Graduate | Single | Less than $40K | Blue | 55 | 4 | 1 | 0 | 2346.0 | 2150 | 196.0 | 0.666 | 4592 | 90 | 0.800 | 0.916 | 11/29/2020 |
| 721165608 | Existing Customer | 51 | M | 2 | Graduate | Married | $60K - $80K | Silver | 36 | 3 | 6 | 3 | 26142.0 | 0 | 26142.0 | 0.651 | 3969 | 78 | 0.902 | 0.000 | 5/23/2019 |
| 716668308 | Attrited Customer | 39 | F | 4 | High School | Single | Unknown | Blue | 36 | 3 | 2 | 4 | 12405.0 | 0 | 12405.0 | 0.949 | 3151 | 39 | 0.444 | 0.000 | 12/3/2022 |
| 708760458 | Existing Customer | 47 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 17655.0 | 0 | 17655.0 | 0.583 | 3692 | 79 | 0.549 | 0.000 | 7/12/2020 |
| 720333783 | Existing Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Blue | 33 | 3 | 1 | 4 | 4941.0 | 786 | 4155.0 | 0.833 | 3822 | 50 | 1.083 | 0.159 | 9/21/2021 |
| 789212883 | Attrited Customer | 30 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 19 | 6 | 1 | 2 | 1644.0 | 0 | 1644.0 | 0.820 | 2533 | 44 | 0.517 | 0.000 | 6/24/2019 |
| 711341433 | Existing Customer | 34 | F | 2 | Graduate | Single | Unknown | Blue | 24 | 6 | 3 | 3 | 3095.0 | 2010 | 1085.0 | 0.668 | 3901 | 77 | 0.711 | 0.649 | 4/4/2022 |
| 720235608 | Existing Customer | 60 | F | 0 | Graduate | Unknown | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3828.0 | 0 | 3828.0 | 0.599 | 4470 | 58 | 0.812 | 0.000 | 9/9/2020 |
| 716890533 | Existing Customer | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2182.0 | 1722 | 460.0 | 0.937 | 5377 | 86 | 0.654 | 0.789 | 12/22/2020 |
| 708491508 | Existing Customer | 51 | M | 2 | Unknown | Single | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 13906.0 | 1430 | 12476.0 | 0.772 | 3856 | 68 | 1.061 | 0.103 | 8/4/2019 |
| 718542858 | Existing Customer | 50 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 10588.0 | 994 | 9594.0 | 0.786 | 4623 | 84 | 0.585 | 0.094 | 10/13/2019 |
| 717750858 | Existing Customer | 32 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 16 | 3 | 3 | 2 | 2973.0 | 2446 | 527.0 | 0.612 | 3769 | 78 | 0.950 | 0.823 | 1/4/2020 |
| 712450008 | Attrited Customer | 50 | F | 2 | Post-Graduate | Married | Unknown | Blue | 36 | 5 | 2 | 4 | 4045.0 | 0 | 4045.0 | 0.660 | 2438 | 41 | 0.464 | 0.000 | 10/29/2019 |
| 827628408 | Existing Customer | 40 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 2165.0 | 1465 | 700.0 | 0.622 | 3672 | 64 | 0.730 | 0.677 | 3/4/2020 |
| 713492583 | Attrited Customer | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 5 | 2 | 2 | 5845.0 | 0 | 5845.0 | 0.504 | 2308 | 35 | 0.591 | 0.000 | 1/10/2020 |
| 718054833 | Existing Customer | 50 | M | 2 | Unknown | Single | $120K + | Blue | 37 | 6 | 3 | 4 | 15341.0 | 1016 | 14325.0 | 0.709 | 2916 | 65 | 0.548 | 0.066 | 1/14/2020 |
| 788770908 | Existing Customer | 45 | M | 4 | College | Married | $60K - $80K | Blue | 26 | 6 | 2 | 2 | 3035.0 | 1498 | 1537.0 | 0.903 | 4275 | 67 | 0.675 | 0.494 | 10/29/2022 |
| 710175783 | Existing Customer | 45 | F | 3 | High School | Single | Unknown | Blue | 25 | 4 | 2 | 1 | 1986.0 | 1042 | 944.0 | 0.593 | 4303 | 59 | 0.788 | 0.525 | 3/11/2021 |
| 715429608 | Existing Customer | 45 | F | 3 | College | Married | Less than $40K | Blue | 37 | 4 | 3 | 1 | 4602.0 | 1517 | 3085.0 | 1.292 | 3520 | 66 | 1.000 | 0.330 | 3/31/2020 |
| 714058308 | Attrited Customer | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2689.0 | 2384 | 305.0 | 0.365 | 1941 | 53 | 0.656 | 0.887 | 5/24/2021 |
| 717965808 | Existing Customer | 65 | M | 0 | Unknown | Single | $40K - $60K | Blue | 54 | 5 | 1 | 4 | 9383.0 | 829 | 8554.0 | 0.515 | 5783 | 73 | 0.622 | 0.088 | 10/23/2021 |
| 709265208 | Existing Customer | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 2 | 1438.3 | 780 | 658.3 | 0.660 | 4422 | 59 | 0.844 | 0.542 | 6/22/2019 |
| 713114133 | Attrited Customer | 42 | F | 2 | Uneducated | Single | Less than $40K | Blue | 23 | 4 | 2 | 3 | 1443.0 | 0 | 1443.0 | 0.529 | 2092 | 38 | 0.310 | 0.000 | 6/20/2022 |
| 721349883 | Existing Customer | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 2 | 1 | 2847.0 | 2082 | 765.0 | 0.787 | 3672 | 59 | 0.553 | 0.731 | 11/6/2021 |
| 758965158 | Existing Customer | 44 | M | 5 | High School | Single | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 15638.0 | 1729 | 13909.0 | 0.843 | 4396 | 83 | 0.566 | 0.111 | 1/15/2021 |
| 749722908 | Existing Customer | 43 | M | 2 | Post-Graduate | Married | $120K + | Blue | 36 | 3 | 3 | 2 | 10700.0 | 1346 | 9354.0 | 0.639 | 4054 | 68 | 0.700 | 0.126 | 6/4/2021 |
| 709495833 | Attrited Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.421 | 1944 | 36 | 0.500 | 0.000 | 5/2/2022 |
| 717575958 | Attrited Customer | 50 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 3 | 3 | 1694.0 | 479 | 1215.0 | 0.838 | 2349 | 42 | 0.312 | 0.283 | 2/12/2019 |
| 714406158 | Attrited Customer | 53 | F | 3 | High School | Divorced | Unknown | Blue | 36 | 4 | 3 | 6 | 7939.0 | 0 | 7939.0 | 0.551 | 2269 | 42 | 0.312 | 0.000 | 3/1/2021 |
| 767243208 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 2555.0 | 1587 | 968.0 | 1.088 | 4193 | 79 | 0.881 | 0.621 | 11/28/2019 |
| 711515433 | Existing Customer | 55 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2850.0 | 2517 | 333.0 | 0.625 | 4320 | 85 | 0.735 | 0.883 | 5/6/2020 |
| 720190908 | Existing Customer | 59 | M | 1 | High School | Single | $60K - $80K | Blue | 51 | 6 | 2 | 4 | 8973.0 | 1300 | 7673.0 | 0.568 | 4699 | 72 | 0.714 | 0.145 | 10/22/2022 |
| 818814933 | Existing Customer | 58 | F | 1 | Unknown | Single | $40K - $60K | Blue | 53 | 3 | 3 | 1 | 6960.0 | 1536 | 5424.0 | 0.437 | 3112 | 79 | 0.549 | 0.221 | 7/21/2019 |
| 719794383 | Existing Customer | 60 | F | 2 | College | Married | Less than $40K | Blue | 41 | 6 | 2 | 2 | 4167.0 | 0 | 4167.0 | 0.917 | 5039 | 85 | 0.809 | 0.000 | 6/5/2022 |
| 709766808 | Existing Customer | 49 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 4 | 3 | 2 | 5099.0 | 1178 | 3921.0 | 0.912 | 3819 | 82 | 0.864 | 0.231 | 12/4/2022 |
| 709666908 | Existing Customer | 42 | F | 4 | Graduate | Divorced | Unknown | Blue | 36 | 3 | 3 | 1 | 2782.0 | 1782 | 1000.0 | 0.853 | 4669 | 93 | 0.755 | 0.641 | 5/12/2021 |
| 794653983 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 1 | 4 | 1480.0 | 1017 | 463.0 | 1.008 | 5245 | 80 | 0.860 | 0.687 | 9/27/2019 |
| 716593533 | Existing Customer | 56 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 4 | 1 | 3 | 5070.0 | 0 | 5070.0 | 1.010 | 3651 | 76 | 0.652 | 0.000 | 2/2/2021 |
| 714113658 | Existing Customer | 52 | M | 2 | Unknown | Single | $80K - $120K | Blue | 41 | 3 | 3 | 1 | 2757.0 | 1425 | 1332.0 | 0.574 | 3992 | 76 | 1.054 | 0.517 | 5/17/2022 |
| 708776658 | Existing Customer | 54 | M | 2 | Unknown | Married | $80K - $120K | Blue | 43 | 6 | 3 | 2 | 5774.0 | 1519 | 4255.0 | 0.458 | 4444 | 70 | 0.667 | 0.263 | 5/31/2021 |
| 712225008 | Existing Customer | 55 | M | 2 | Graduate | Married | $60K - $80K | Blue | 44 | 6 | 6 | 3 | 6054.0 | 1103 | 4951.0 | 0.613 | 3998 | 80 | 0.739 | 0.182 | 5/19/2019 |
| 787450758 | Existing Customer | 57 | M | 1 | Unknown | Single | $60K - $80K | Blue | 43 | 3 | 3 | 1 | 19090.0 | 0 | 19090.0 | 0.530 | 4712 | 88 | 0.517 | 0.000 | 3/26/2021 |
| 789099783 | Existing Customer | 43 | F | 2 | Unknown | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 2069.0 | 839 | 1230.0 | 0.923 | 4117 | 70 | 0.707 | 0.406 | 11/14/2020 |
| 711751533 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 3 | 2447.0 | 1973 | 474.0 | 0.476 | 4784 | 75 | 0.562 | 0.806 | 6/8/2022 |
| 708367908 | Existing Customer | 56 | F | 1 | Uneducated | Married | Less than $40K | Blue | 47 | 6 | 1 | 2 | 3022.0 | 1627 | 1395.0 | 0.835 | 4390 | 82 | 0.783 | 0.538 | 3/22/2022 |
| 714951858 | Existing Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4473.0 | 0 | 4473.0 | 0.543 | 4047 | 56 | 0.750 | 0.000 | 3/1/2019 |
| 720436008 | Existing Customer | 54 | F | 1 | Doctorate | Unknown | Less than $40K | Blue | 43 | 4 | 6 | 4 | 5267.0 | 0 | 5267.0 | 0.631 | 4196 | 81 | 0.588 | 0.000 | 6/15/2022 |
| 718984533 | Existing Customer | 37 | M | 3 | Graduate | Single | $80K - $120K | Blue | 29 | 6 | 2 | 4 | 7199.0 | 1274 | 5925.0 | 0.639 | 4552 | 100 | 0.786 | 0.177 | 1/22/2021 |
| 716982483 | Existing Customer | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 4 | 2 | 1438.3 | 0 | 1438.3 | 0.584 | 4497 | 79 | 0.612 | 0.000 | 8/13/2019 |
| 708681708 | Attrited Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 43 | 5 | 3 | 2 | 3245.0 | 0 | 3245.0 | 0.553 | 1977 | 29 | 0.261 | 0.000 | 2/7/2022 |
| 720202008 | Existing Customer | 47 | F | 5 | Unknown | Single | $40K - $60K | Blue | 40 | 4 | 3 | 4 | 3888.0 | 2517 | 1371.0 | 0.641 | 4377 | 88 | 0.725 | 0.647 | 11/19/2019 |
| 714483033 | Existing Customer | 45 | F | 5 | Unknown | Married | Unknown | Blue | 40 | 3 | 2 | 2 | 14728.0 | 0 | 14728.0 | 0.708 | 4660 | 85 | 0.735 | 0.000 | 6/23/2022 |
| 711468708 | Attrited Customer | 38 | F | 4 | High School | Single | $40K - $60K | Blue | 31 | 4 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.406 | 1986 | 52 | 0.486 | 0.000 | 1/8/2020 |
| 821724483 | Attrited Customer | 48 | M | 4 | Unknown | Single | $40K - $60K | Blue | 43 | 2 | 3 | 2 | 11272.0 | 1744 | 9528.0 | 0.347 | 1455 | 34 | 0.214 | 0.155 | 1/20/2020 |
| 716402508 | Existing Customer | 49 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2705.0 | 1681 | 1024.0 | 0.577 | 4265 | 87 | 0.776 | 0.621 | 9/16/2019 |
| 721189008 | Existing Customer | 41 | M | 4 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 4 | 12270.0 | 0 | 12270.0 | 0.543 | 4578 | 67 | 0.811 | 0.000 | 8/9/2020 |
| 712867983 | Existing Customer | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 43 | 6 | 1 | 4 | 3006.0 | 633 | 2373.0 | 0.733 | 5177 | 66 | 0.650 | 0.211 | 1/19/2021 |
| 713814408 | Existing Customer | 39 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 7901.0 | 1184 | 6717.0 | 0.863 | 3667 | 66 | 0.784 | 0.150 | 8/24/2019 |
| 716671983 | Existing Customer | 38 | M | 0 | High School | Single | $80K - $120K | Blue | 29 | 3 | 3 | 2 | 5983.0 | 1885 | 4098.0 | 0.601 | 4141 | 65 | 0.711 | 0.315 | 12/6/2020 |
| 708252108 | Existing Customer | 64 | M | 0 | College | Single | $40K - $60K | Blue | 53 | 6 | 3 | 2 | 7362.0 | 1907 | 5455.0 | 0.693 | 4065 | 65 | 0.711 | 0.259 | 7/24/2022 |
| 717212958 | Existing Customer | 55 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3046.0 | 2415 | 631.0 | 0.492 | 3153 | 57 | 0.583 | 0.793 | 1/19/2020 |
| 713048733 | Existing Customer | 50 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 1 | 1 | 34516.0 | 1871 | 32645.0 | 0.356 | 4054 | 75 | 0.364 | 0.054 | 7/15/2021 |
| 779841483 | Attrited Customer | 55 | F | 1 | Doctorate | Married | Unknown | Blue | 39 | 1 | 3 | 3 | 12972.0 | 1424 | 11548.0 | 0.525 | 2238 | 36 | 0.200 | 0.110 | 6/1/2020 |
| 710701233 | Existing Customer | 44 | F | 5 | Graduate | Single | Unknown | Blue | 37 | 3 | 1 | 1 | 17785.0 | 1259 | 16526.0 | 0.806 | 3890 | 72 | 1.118 | 0.071 | 10/23/2020 |
| 718837683 | Existing Customer | 55 | M | 2 | High School | Single | $120K + | Blue | 49 | 6 | 3 | 4 | 3029.0 | 1505 | 1524.0 | 0.560 | 2394 | 50 | 0.471 | 0.497 | 1/29/2021 |
| 718127958 | Existing Customer | 58 | M | 0 | Graduate | Divorced | Unknown | Blue | 36 | 4 | 2 | 2 | 9097.0 | 1656 | 7441.0 | 0.813 | 4174 | 85 | 0.700 | 0.182 | 7/18/2021 |
| 718685358 | Existing Customer | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 44 | 6 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.827 | 4488 | 84 | 0.826 | 0.000 | 8/8/2019 |
| 771559158 | Existing Customer | 58 | M | 3 | Uneducated | Unknown | $80K - $120K | Blue | 46 | 3 | 1 | 3 | 2375.0 | 1163 | 1212.0 | 0.917 | 4769 | 80 | 0.905 | 0.490 | 8/20/2022 |
| 710138883 | Attrited Customer | 47 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 2 | 8109.0 | 0 | 8109.0 | 0.601 | 1835 | 43 | 0.344 | 0.000 | 8/23/2019 |
| 711197658 | Existing Customer | 53 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 43 | 5 | 1 | 0 | 2618.0 | 2026 | 592.0 | 0.669 | 4198 | 68 | 0.619 | 0.774 | 8/4/2021 |
| 709045683 | Existing Customer | 42 | F | 3 | Uneducated | Married | Unknown | Blue | 30 | 3 | 2 | 1 | 3549.0 | 0 | 3549.0 | 0.584 | 3921 | 63 | 0.800 | 0.000 | 3/12/2021 |
| 708272808 | Existing Customer | 45 | M | 5 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 1 | 2718.0 | 1474 | 1244.0 | 0.710 | 3542 | 59 | 0.639 | 0.542 | 11/24/2020 |
| 720292983 | Existing Customer | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 1 | 2 | 2230.0 | 1796 | 434.0 | 0.637 | 4929 | 61 | 0.488 | 0.805 | 9/28/2021 |
| 709112508 | Attrited Customer | 42 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 3802.0 | 1300 | 2502.0 | 0.627 | 2165 | 36 | 0.385 | 0.342 | 8/16/2020 |
| 712840608 | Existing Customer | 55 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2736.0 | 993 | 1743.0 | 1.060 | 4078 | 85 | 0.977 | 0.363 | 8/22/2021 |
| 788920308 | Existing Customer | 51 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 3 | 2 | 1 | 2258.0 | 1250 | 1008.0 | 0.611 | 4368 | 75 | 0.596 | 0.554 | 1/30/2020 |
| 718160358 | Attrited Customer | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.885 | 2492 | 35 | 0.296 | 0.000 | 8/14/2020 |
| 719325783 | Attrited Customer | 65 | M | 2 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2954.0 | 2517 | 437.0 | 0.619 | 1909 | 28 | 0.474 | 0.852 | 5/19/2020 |
| 712885533 | Existing Customer | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 3 | 2 | 11882.0 | 1472 | 10410.0 | 0.413 | 3291 | 62 | 0.722 | 0.124 | 4/16/2021 |
| 719268333 | Existing Customer | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.929 | 4205 | 88 | 0.660 | 0.000 | 7/2/2021 |
| 721004133 | Existing Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 25 | 6 | 2 | 2 | 1438.3 | 538 | 900.3 | 0.675 | 4093 | 73 | 0.659 | 0.374 | 10/26/2021 |
| 714103908 | Existing Customer | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2778.0 | 743 | 2035.0 | 0.812 | 4515 | 74 | 0.510 | 0.267 | 10/9/2021 |
| 771502383 | Existing Customer | 54 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 3 | 5 | 4 | 2474.0 | 1539 | 935.0 | 0.649 | 4884 | 80 | 0.509 | 0.622 | 9/6/2019 |
| 713014533 | Existing Customer | 54 | F | 3 | Unknown | Single | $40K - $60K | Blue | 43 | 6 | 3 | 4 | 5632.0 | 1596 | 4036.0 | 0.951 | 3557 | 64 | 1.065 | 0.283 | 9/12/2019 |
| 713980383 | Attrited Customer | 49 | F | 3 | Graduate | Single | Unknown | Blue | 38 | 1 | 2 | 4 | 11025.0 | 0 | 11025.0 | 0.501 | 1902 | 28 | 0.273 | 0.000 | 5/19/2022 |
| 711294258 | Existing Customer | 43 | F | 1 | Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 3 | 2642.0 | 2377 | 265.0 | 0.829 | 4780 | 88 | 0.725 | 0.900 | 8/5/2019 |
| 719954733 | Existing Customer | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 5 | 6 | 3 | 30357.0 | 1255 | 29102.0 | 0.788 | 4435 | 68 | 0.889 | 0.041 | 12/18/2019 |
| 711561933 | Existing Customer | 57 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 47 | 6 | 6 | 1 | 2201.0 | 1420 | 781.0 | 0.762 | 4256 | 70 | 0.591 | 0.645 | 3/13/2019 |
| 826077033 | Attrited Customer | 46 | F | 2 | Unknown | Married | Less than $40K | Blue | 42 | 1 | 0 | 4 | 2002.0 | 0 | 2002.0 | 0.803 | 2423 | 39 | 0.857 | 0.000 | 8/7/2022 |
| 711555483 | Existing Customer | 43 | F | 3 | High School | Unknown | Unknown | Blue | 36 | 3 | 3 | 2 | 8777.0 | 2517 | 6260.0 | 0.696 | 4551 | 83 | 0.729 | 0.287 | 6/24/2022 |
| 715194183 | Attrited Customer | 53 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2575.0 | 411 | 2164.0 | 0.833 | 2423 | 43 | 0.593 | 0.160 | 12/15/2019 |
| 716929233 | Existing Customer | 43 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 24 | 3 | 3 | 4 | 5182.0 | 1607 | 3575.0 | 0.874 | 5235 | 92 | 0.586 | 0.310 | 11/3/2019 |
| 709014558 | Existing Customer | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 3783.0 | 0 | 3783.0 | 0.590 | 4383 | 82 | 0.783 | 0.000 | 3/4/2020 |
| 710636208 | Existing Customer | 51 | M | 3 | Uneducated | Married | $120K + | Blue | 40 | 3 | 5 | 3 | 34516.0 | 0 | 34516.0 | 0.922 | 3847 | 74 | 0.805 | 0.000 | 7/4/2019 |
| 815525508 | Existing Customer | 46 | F | 3 | High School | Unknown | Less than $40K | Blue | 41 | 2 | 1 | 4 | 1515.0 | 0 | 1515.0 | 0.819 | 3894 | 60 | 0.818 | 0.000 | 10/12/2019 |
| 718746933 | Existing Customer | 56 | F | 3 | High School | Married | Less than $40K | Blue | 47 | 6 | 3 | 4 | 2865.0 | 2022 | 843.0 | 0.547 | 3441 | 66 | 0.650 | 0.706 | 4/23/2021 |
| 715686183 | Existing Customer | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 34 | 6 | 2 | 1 | 2711.0 | 0 | 2711.0 | 0.636 | 4795 | 65 | 1.031 | 0.000 | 7/8/2019 |
| 741778458 | Existing Customer | 54 | F | 2 | Unknown | Single | Less than $40K | Blue | 47 | 3 | 2 | 3 | 2341.0 | 1550 | 791.0 | 0.656 | 3406 | 57 | 1.478 | 0.662 | 8/12/2021 |
| 801056358 | Existing Customer | 51 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 6 | 1 | 3 | 13287.0 | 1864 | 11423.0 | 0.603 | 3851 | 75 | 0.705 | 0.140 | 9/26/2019 |
| 709486158 | Existing Customer | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 20 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.896 | 4530 | 72 | 0.636 | 0.000 | 8/1/2022 |
| 713826183 | Attrited Customer | 41 | M | 3 | High School | Unknown | $40K - $60K | Blue | 33 | 4 | 3 | 4 | 1639.0 | 0 | 1639.0 | 0.481 | 2242 | 44 | 0.571 | 0.000 | 11/16/2022 |
| 803342358 | Existing Customer | 55 | M | 3 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 4 | 5668.0 | 2517 | 3151.0 | 0.704 | 3382 | 56 | 0.931 | 0.444 | 3/24/2019 |
| 780292683 | Attrited Customer | 55 | M | 1 | Uneducated | Single | $120K + | Blue | 41 | 3 | 4 | 4 | 24542.0 | 2354 | 22188.0 | 0.314 | 984 | 24 | 0.263 | 0.096 | 10/31/2022 |
| 788646858 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 3 | 1 | 1959.0 | 1268 | 691.0 | 0.731 | 4275 | 61 | 0.649 | 0.647 | 2/1/2022 |
| 711116133 | Attrited Customer | 50 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1838.0 | 0 | 1838.0 | 0.743 | 2461 | 47 | 1.136 | 0.000 | 10/7/2020 |
| 708584208 | Attrited Customer | 36 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3111.0 | 2517 | 594.0 | 0.646 | 2367 | 41 | 0.519 | 0.809 | 11/26/2019 |
| 789097833 | Existing Customer | 39 | F | 0 | High School | Single | Less than $40K | Blue | 27 | 4 | 3 | 3 | 3927.0 | 720 | 3207.0 | 0.630 | 4230 | 93 | 0.898 | 0.183 | 4/16/2020 |
| 709443633 | Existing Customer | 38 | F | 1 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 1 | 4345.0 | 838 | 3507.0 | 0.593 | 4770 | 62 | 0.722 | 0.193 | 8/6/2022 |
| 767280633 | Existing Customer | 46 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 39 | 5 | 2 | 2 | 3003.0 | 1454 | 1549.0 | 0.595 | 4378 | 96 | 0.548 | 0.484 | 6/26/2021 |
| 713096583 | Attrited Customer | 40 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1438.3 | 544 | 894.3 | 0.543 | 2294 | 40 | 0.739 | 0.378 | 8/1/2020 |
| 721033908 | Existing Customer | 58 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 46 | 6 | 3 | 1 | 2541.0 | 1053 | 1488.0 | 0.926 | 4552 | 82 | 0.745 | 0.414 | 9/20/2019 |
| 756025233 | Attrited Customer | 43 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2422.0 | 1014 | 1408.0 | 0.688 | 2437 | 44 | 0.467 | 0.419 | 12/10/2021 |
| 711977508 | Attrited Customer | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 43 | 1 | 2 | 4 | 1440.0 | 1211 | 229.0 | 0.465 | 2141 | 40 | 0.481 | 0.841 | 7/7/2021 |
| 772076208 | Existing Customer | 58 | M | 4 | College | Single | $80K - $120K | Blue | 47 | 6 | 3 | 0 | 26108.0 | 1146 | 24962.0 | 0.476 | 3677 | 70 | 0.892 | 0.044 | 8/31/2021 |
| 710666583 | Attrited Customer | 29 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2516.0 | 2312 | 204.0 | 0.625 | 2321 | 36 | 0.500 | 0.919 | 8/25/2021 |
| 712369308 | Attrited Customer | 48 | F | 4 | Doctorate | Divorced | $40K - $60K | Blue | 35 | 4 | 3 | 2 | 3646.0 | 1047 | 2599.0 | 0.633 | 1969 | 38 | 0.520 | 0.287 | 6/22/2020 |
| 794784633 | Existing Customer | 61 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 55 | 6 | 1 | 2 | 2214.0 | 2123 | 91.0 | 0.640 | 4478 | 77 | 0.791 | 0.959 | 9/1/2019 |
| 716437533 | Existing Customer | 51 | M | 2 | College | Single | $80K - $120K | Blue | 43 | 5 | 3 | 3 | 11862.0 | 0 | 11862.0 | 0.520 | 4101 | 88 | 0.660 | 0.000 | 6/25/2019 |
| 715109508 | Existing Customer | 44 | F | 3 | College | Married | Unknown | Blue | 36 | 3 | 1 | 4 | 8729.0 | 1427 | 7302.0 | 0.829 | 5347 | 96 | 0.524 | 0.163 | 1/10/2022 |
| 795392433 | Existing Customer | 35 | F | 2 | Uneducated | Single | Unknown | Blue | 29 | 3 | 1 | 1 | 2423.0 | 0 | 2423.0 | 0.663 | 4651 | 69 | 0.568 | 0.000 | 1/5/2021 |
| 712721358 | Attrited Customer | 48 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 2 | 4073.0 | 2517 | 1556.0 | 0.575 | 2059 | 43 | 0.433 | 0.618 | 4/24/2020 |
| 720118908 | Existing Customer | 26 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 9916.0 | 0 | 9916.0 | 0.793 | 3477 | 65 | 0.667 | 0.000 | 3/21/2019 |
| 799486158 | Existing Customer | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 4 | 1438.3 | 949 | 489.3 | 0.736 | 4222 | 65 | 0.667 | 0.660 | 8/10/2021 |
| 718980633 | Existing Customer | 38 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 6452.0 | 1151 | 5301.0 | 0.884 | 4835 | 84 | 0.714 | 0.178 | 5/27/2020 |
| 717336408 | Attrited Customer | 51 | F | 1 | Doctorate | Single | Less than $40K | Blue | 45 | 5 | 3 | 1 | 1952.0 | 1411 | 541.0 | 0.642 | 2452 | 44 | 0.630 | 0.723 | 3/7/2020 |
| 709546608 | Existing Customer | 37 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 5 | 4 | 1438.3 | 647 | 791.3 | 0.889 | 4803 | 64 | 0.684 | 0.450 | 2/26/2020 |
| 823624158 | Existing Customer | 53 | F | 2 | Doctorate | Single | Unknown | Blue | 49 | 3 | 2 | 2 | 4500.0 | 0 | 4500.0 | 0.761 | 4579 | 78 | 0.814 | 0.000 | 7/9/2022 |
| 771688983 | Existing Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 4 | 1 | 2 | 2252.0 | 1811 | 441.0 | 0.680 | 4201 | 68 | 1.125 | 0.804 | 2/16/2022 |
| 708701358 | Existing Customer | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2370.0 | 2031 | 339.0 | 0.889 | 4000 | 79 | 0.975 | 0.857 | 6/9/2020 |
| 712048008 | Existing Customer | 56 | F | 4 | High School | Single | $40K - $60K | Blue | 44 | 3 | 2 | 2 | 2610.0 | 1988 | 622.0 | 0.576 | 4127 | 69 | 0.533 | 0.762 | 10/5/2022 |
| 710712783 | Existing Customer | 52 | F | 4 | Unknown | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2294.0 | 1787 | 507.0 | 0.748 | 3904 | 76 | 0.854 | 0.779 | 10/3/2022 |
| 716626008 | Existing Customer | 51 | F | 2 | Graduate | Divorced | Unknown | Blue | 36 | 4 | 3 | 4 | 5062.0 | 1659 | 3403.0 | 0.836 | 4243 | 102 | 0.672 | 0.328 | 4/14/2019 |
| 718284408 | Existing Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 2415.0 | 1452 | 963.0 | 0.609 | 3970 | 68 | 0.619 | 0.601 | 11/28/2019 |
| 717414933 | Existing Customer | 51 | F | 1 | High School | Single | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2918.0 | 2049 | 869.0 | 0.501 | 3818 | 61 | 0.605 | 0.702 | 8/14/2020 |
| 713032233 | Existing Customer | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2708.0 | 2271 | 437.0 | 0.610 | 4812 | 83 | 0.766 | 0.839 | 8/24/2019 |
| 714234858 | Existing Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 4 | 3666.0 | 1739 | 1927.0 | 0.779 | 4735 | 84 | 0.826 | 0.474 | 10/5/2019 |
| 714818058 | Existing Customer | 36 | F | 4 | High School | Married | $40K - $60K | Blue | 30 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.710 | 4591 | 74 | 0.644 | 0.000 | 12/21/2019 |
| 708731658 | Attrited Customer | 53 | F | 0 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.387 | 1587 | 42 | 0.448 | 0.000 | 3/20/2020 |
| 708706833 | Attrited Customer | 39 | F | 3 | Uneducated | Divorced | Unknown | Blue | 36 | 4 | 3 | 3 | 2809.0 | 0 | 2809.0 | 0.854 | 2466 | 40 | 0.538 | 0.000 | 9/11/2021 |
| 780100533 | Existing Customer | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 2 | 4 | 26303.0 | 2376 | 23927.0 | 0.583 | 3586 | 67 | 0.914 | 0.090 | 6/5/2020 |
| 711712983 | Existing Customer | 56 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 15982.0 | 0 | 15982.0 | 0.687 | 4503 | 80 | 0.667 | 0.000 | 7/28/2020 |
| 712549758 | Existing Customer | 40 | F | 4 | Graduate | Married | Unknown | Blue | 25 | 6 | 2 | 1 | 25060.0 | 0 | 25060.0 | 0.758 | 3749 | 61 | 0.743 | 0.000 | 4/29/2020 |
| 713348433 | Existing Customer | 42 | F | 3 | High School | Single | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1545.0 | 751 | 794.0 | 0.551 | 4477 | 62 | 0.590 | 0.486 | 4/5/2020 |
| 820599333 | Existing Customer | 43 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 6 | 2 | 2 | 1438.3 | 604 | 834.3 | 0.771 | 4469 | 85 | 0.932 | 0.420 | 10/4/2020 |
| 787261008 | Existing Customer | 43 | M | 1 | Post-Graduate | Unknown | $60K - $80K | Blue | 37 | 4 | 3 | 4 | 4112.0 | 1128 | 2984.0 | 0.587 | 4446 | 75 | 0.667 | 0.274 | 4/18/2022 |
| 778343958 | Existing Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 3 | 0 | 1451.0 | 0 | 1451.0 | 0.500 | 3866 | 72 | 0.714 | 0.000 | 12/12/2022 |
| 788407833 | Existing Customer | 49 | F | 4 | Graduate | Single | Unknown | Blue | 42 | 5 | 3 | 2 | 16424.0 | 1368 | 15056.0 | 0.550 | 4025 | 79 | 0.881 | 0.083 | 5/6/2021 |
| 760807608 | Existing Customer | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 4 | 2340.0 | 1680 | 660.0 | 0.791 | 4751 | 83 | 0.804 | 0.718 | 5/8/2022 |
| 771108933 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 4 | 1926.0 | 879 | 1047.0 | 0.536 | 4385 | 71 | 0.614 | 0.456 | 11/20/2022 |
| 715954158 | Attrited Customer | 48 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 2954.0 | 931 | 2023.0 | 0.575 | 2433 | 29 | 0.381 | 0.315 | 8/8/2022 |
| 715499058 | Attrited Customer | 36 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1848.0 | 0 | 1848.0 | 0.906 | 2775 | 33 | 0.435 | 0.000 | 5/13/2019 |
| 717995958 | Existing Customer | 47 | F | 3 | Unknown | Married | Unknown | Blue | 38 | 5 | 1 | 4 | 1634.0 | 1463 | 171.0 | 0.873 | 4397 | 72 | 0.565 | 0.895 | 8/12/2020 |
| 718736883 | Existing Customer | 49 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 4328.0 | 2058 | 2270.0 | 0.835 | 3421 | 61 | 1.033 | 0.476 | 6/20/2019 |
| 721045608 | Existing Customer | 51 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 2943.0 | 2131 | 812.0 | 0.597 | 4554 | 75 | 0.562 | 0.724 | 9/10/2020 |
| 715215108 | Existing Customer | 54 | F | 2 | Unknown | Married | Less than $40K | Blue | 46 | 4 | 3 | 3 | 2611.0 | 1573 | 1038.0 | 0.902 | 4899 | 68 | 0.581 | 0.602 | 7/21/2021 |
| 795823383 | Existing Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 5 | 1 | 3 | 2419.0 | 0 | 2419.0 | 0.762 | 3888 | 63 | 0.853 | 0.000 | 3/1/2022 |
| 718338708 | Existing Customer | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 38 | 5 | 2 | 2 | 5481.0 | 0 | 5481.0 | 0.784 | 3380 | 73 | 0.780 | 0.000 | 9/1/2019 |
| 713588958 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 25 | 4 | 1 | 1 | 2129.0 | 1507 | 622.0 | 0.636 | 3655 | 70 | 0.667 | 0.708 | 4/22/2019 |
| 710120358 | Existing Customer | 40 | M | 3 | Unknown | Married | $60K - $80K | Blue | 27 | 6 | 2 | 4 | 9026.0 | 2312 | 6714.0 | 0.561 | 2229 | 37 | 0.762 | 0.256 | 7/10/2021 |
| 809582058 | Existing Customer | 48 | M | 2 | Unknown | Unknown | $40K - $60K | Blue | 43 | 5 | 2 | 2 | 1761.0 | 1249 | 512.0 | 0.936 | 4410 | 73 | 0.622 | 0.709 | 12/25/2022 |
| 709199358 | Attrited Customer | 60 | M | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 3 | 4 | 3316.0 | 0 | 3316.0 | 0.372 | 1684 | 19 | 0.188 | 0.000 | 10/30/2019 |
| 821889858 | Attrited Customer | 50 | F | 1 | Doctorate | Single | Unknown | Blue | 46 | 6 | 4 | 3 | 1970.0 | 1477 | 493.0 | 0.662 | 2493 | 44 | 0.571 | 0.750 | 3/15/2019 |
| 815324433 | Existing Customer | 46 | F | 4 | High School | Married | Less than $40K | Blue | 41 | 6 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.921 | 4200 | 86 | 0.536 | 0.000 | 2/4/2020 |
| 793656633 | Existing Customer | 35 | F | 3 | Uneducated | Married | Unknown | Blue | 29 | 3 | 3 | 1 | 2278.0 | 1303 | 975.0 | 0.645 | 5101 | 76 | 0.617 | 0.572 | 9/27/2019 |
| 713246208 | Existing Customer | 65 | M | 1 | Unknown | Single | $40K - $60K | Blue | 56 | 6 | 2 | 4 | 13364.0 | 1318 | 12046.0 | 1.063 | 4548 | 54 | 0.862 | 0.099 | 9/9/2022 |
| 711493158 | Existing Customer | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 2801.0 | 2467 | 334.0 | 0.701 | 4926 | 90 | 0.731 | 0.881 | 5/31/2020 |
| 721163133 | Existing Customer | 44 | M | 2 | Graduate | Single | Unknown | Blue | 36 | 6 | 3 | 1 | 28292.0 | 0 | 28292.0 | 0.542 | 3948 | 60 | 0.538 | 0.000 | 6/10/2022 |
| 826417233 | Existing Customer | 35 | F | 4 | College | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2933.0 | 1011 | 1922.0 | 0.814 | 5089 | 71 | 0.868 | 0.345 | 4/14/2020 |
| 711619608 | Existing Customer | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 21630.0 | 0 | 21630.0 | 0.804 | 4584 | 84 | 0.750 | 0.000 | 4/15/2021 |
| 712244733 | Existing Customer | 56 | F | 1 | Unknown | Married | Less than $40K | Blue | 45 | 4 | 1 | 2 | 3132.0 | 2230 | 902.0 | 0.780 | 4412 | 73 | 0.659 | 0.712 | 9/29/2021 |
| 709638783 | Existing Customer | 50 | F | 1 | High School | Married | $40K - $60K | Blue | 43 | 4 | 3 | 4 | 2961.0 | 2048 | 913.0 | 0.913 | 4056 | 92 | 0.769 | 0.692 | 2/1/2022 |
| 720296808 | Attrited Customer | 52 | F | 3 | Graduate | Married | Unknown | Blue | 39 | 3 | 3 | 2 | 4173.0 | 1771 | 2402.0 | 0.711 | 2554 | 47 | 0.516 | 0.424 | 9/15/2021 |
| 718926258 | Existing Customer | 37 | F | 1 | High School | Single | Unknown | Blue | 28 | 4 | 3 | 2 | 2458.0 | 642 | 1816.0 | 0.666 | 4627 | 90 | 0.698 | 0.261 | 10/14/2022 |
| 714706083 | Existing Customer | 44 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 12229.0 | 997 | 11232.0 | 0.811 | 4284 | 75 | 0.596 | 0.082 | 7/21/2021 |
| 721473783 | Existing Customer | 35 | F | 3 | Graduate | Married | Less than $40K | Blue | 21 | 3 | 1 | 1 | 2272.0 | 604 | 1668.0 | 0.987 | 4614 | 75 | 0.974 | 0.266 | 11/27/2019 |
| 712230408 | Existing Customer | 42 | M | 4 | Uneducated | Married | $120K + | Blue | 37 | 3 | 2 | 4 | 6953.0 | 1445 | 5508.0 | 0.591 | 3700 | 80 | 0.569 | 0.208 | 3/14/2021 |
| 716186883 | Existing Customer | 48 | F | 4 | College | Married | $40K - $60K | Blue | 37 | 3 | 6 | 2 | 1792.0 | 933 | 859.0 | 0.821 | 4120 | 78 | 0.773 | 0.521 | 8/22/2020 |
| 715204083 | Existing Customer | 47 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2765.0 | 901 | 1864.0 | 0.898 | 4990 | 80 | 0.905 | 0.326 | 2/5/2019 |
| 709283358 | Attrited Customer | 43 | F | 4 | Unknown | Married | Less than $40K | Blue | 29 | 6 | 2 | 3 | 2895.0 | 0 | 2895.0 | 0.663 | 2473 | 42 | 0.273 | 0.000 | 7/5/2022 |
| 817887408 | Existing Customer | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 34 | 3 | 1 | 4 | 6904.0 | 1148 | 5756.0 | 0.649 | 3485 | 84 | 0.615 | 0.166 | 3/9/2021 |
| 789481233 | Attrited Customer | 39 | M | 2 | High School | Married | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 2220.0 | 0 | 2220.0 | 0.872 | 2859 | 55 | 0.833 | 0.000 | 6/13/2022 |
| 718184883 | Existing Customer | 48 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 5 | 2 | 2 | 1495.0 | 0 | 1495.0 | 0.802 | 3878 | 63 | 0.703 | 0.000 | 8/17/2022 |
| 821157183 | Existing Customer | 42 | F | 5 | Unknown | Married | Less than $40K | Blue | 37 | 5 | 2 | 3 | 2541.0 | 1398 | 1143.0 | 0.635 | 4698 | 88 | 0.833 | 0.550 | 5/10/2020 |
| 709837308 | Existing Customer | 34 | F | 3 | Graduate | Single | Unknown | Blue | 19 | 6 | 1 | 2 | 7531.0 | 0 | 7531.0 | 1.007 | 3833 | 71 | 0.578 | 0.000 | 2/1/2019 |
| 779491908 | Existing Customer | 47 | F | 4 | Post-Graduate | Unknown | Unknown | Blue | 29 | 5 | 2 | 1 | 8644.0 | 1391 | 7253.0 | 0.896 | 4272 | 59 | 0.686 | 0.161 | 2/1/2020 |
| 718399233 | Existing Customer | 43 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 1531.0 | 0 | 1531.0 | 0.704 | 4152 | 77 | 0.540 | 0.000 | 9/16/2019 |
| 779447358 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 4 | 2884.0 | 2104 | 780.0 | 0.857 | 4486 | 93 | 0.860 | 0.730 | 1/7/2020 |
| 710661333 | Attrited Customer | 55 | F | 2 | Unknown | Single | Unknown | Blue | 36 | 4 | 3 | 2 | 10241.0 | 1545 | 8696.0 | 0.581 | 2513 | 47 | 0.424 | 0.151 | 4/11/2019 |
| 789114408 | Existing Customer | 50 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 38 | 3 | 1 | 4 | 4182.0 | 0 | 4182.0 | 0.853 | 4693 | 82 | 0.608 | 0.000 | 10/14/2022 |
| 710570058 | Attrited Customer | 44 | F | 1 | Graduate | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 3101.0 | 0 | 3101.0 | 0.660 | 2512 | 37 | 0.370 | 0.000 | 5/24/2019 |
| 712681608 | Existing Customer | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 4 | 2 | 4542.0 | 1355 | 3187.0 | 0.480 | 4011 | 70 | 0.556 | 0.298 | 4/5/2021 |
| 709086933 | Existing Customer | 40 | F | 3 | College | Single | Less than $40K | Blue | 22 | 4 | 2 | 4 | 3372.0 | 2517 | 855.0 | 0.729 | 4209 | 72 | 0.756 | 0.746 | 6/16/2022 |
| 709179708 | Existing Customer | 40 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 3099.0 | 0 | 3099.0 | 0.720 | 3622 | 75 | 0.667 | 0.000 | 8/8/2021 |
| 711206958 | Existing Customer | 41 | F | 3 | High School | Divorced | Unknown | Blue | 31 | 3 | 1 | 2 | 2416.0 | 1305 | 1111.0 | 0.930 | 4163 | 73 | 0.698 | 0.540 | 3/19/2019 |
| 823928058 | Existing Customer | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 48 | 3 | 2 | 4 | 5299.0 | 578 | 4721.0 | 0.931 | 4509 | 79 | 0.717 | 0.109 | 11/24/2019 |
| 796330983 | Existing Customer | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2138.0 | 1283 | 855.0 | 0.645 | 4785 | 85 | 0.518 | 0.600 | 7/21/2019 |
| 771284658 | Attrited Customer | 47 | F | 1 | Unknown | Married | Less than $40K | Blue | 35 | 6 | 2 | 4 | 1850.0 | 896 | 954.0 | 0.724 | 2613 | 41 | 0.708 | 0.484 | 1/20/2022 |
| 779307558 | Existing Customer | 53 | F | 1 | College | Unknown | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 3585.0 | 0 | 3585.0 | 0.782 | 4806 | 81 | 0.653 | 0.000 | 3/24/2021 |
| 788846508 | Existing Customer | 48 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 32 | 6 | 1 | 3 | 2690.0 | 1903 | 787.0 | 0.824 | 4567 | 81 | 0.800 | 0.707 | 8/13/2021 |
| 783500283 | Existing Customer | 62 | M | 0 | Graduate | Unknown | $80K - $120K | Blue | 56 | 5 | 3 | 2 | 29100.0 | 1228 | 27872.0 | 0.722 | 5041 | 74 | 0.805 | 0.042 | 12/5/2019 |
| 802247658 | Attrited Customer | 59 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 53 | 4 | 5 | 4 | 2699.0 | 2422 | 277.0 | 0.773 | 2599 | 43 | 0.433 | 0.897 | 7/8/2021 |
| 795573333 | Existing Customer | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 35 | 6 | 2 | 1 | 8376.0 | 1165 | 7211.0 | 0.888 | 4142 | 67 | 0.634 | 0.139 | 6/2/2021 |
| 721366308 | Existing Customer | 50 | M | 3 | Unknown | Single | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 13509.0 | 2060 | 11449.0 | 0.729 | 3702 | 64 | 0.829 | 0.152 | 12/25/2022 |
| 720377433 | Existing Customer | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 2396.0 | 2217 | 179.0 | 0.978 | 4593 | 74 | 0.721 | 0.925 | 11/30/2021 |
| 711243108 | Existing Customer | 50 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 18964.0 | 2207 | 16757.0 | 0.625 | 3835 | 78 | 0.625 | 0.116 | 2/1/2022 |
| 789351783 | Existing Customer | 40 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 2 | 2114.0 | 1618 | 496.0 | 0.664 | 4518 | 88 | 0.692 | 0.765 | 1/9/2022 |
| 719699208 | Existing Customer | 39 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1623.0 | 729 | 894.0 | 0.886 | 4423 | 65 | 0.806 | 0.449 | 10/5/2022 |
| 720774183 | Existing Customer | 40 | F | 1 | High School | Divorced | Less than $40K | Blue | 30 | 6 | 2 | 1 | 2579.0 | 1959 | 620.0 | 0.618 | 4300 | 69 | 0.683 | 0.760 | 6/24/2021 |
| 713590158 | Attrited Customer | 41 | M | 4 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 2 | 4 | 5045.0 | 2080 | 2965.0 | 0.738 | 2042 | 40 | 0.481 | 0.412 | 1/22/2019 |
| 715547058 | Attrited Customer | 35 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2089.0 | 0 | 2089.0 | 0.871 | 2707 | 51 | 0.500 | 0.000 | 5/19/2019 |
| 815596608 | Existing Customer | 48 | F | 5 | Uneducated | Married | $40K - $60K | Blue | 43 | 4 | 1 | 3 | 2866.0 | 921 | 1945.0 | 0.654 | 4615 | 72 | 0.600 | 0.321 | 8/2/2022 |
| 718921683 | Existing Customer | 49 | M | 4 | Unknown | Married | $80K - $120K | Blue | 38 | 6 | 6 | 3 | 9738.0 | 1835 | 7903.0 | 0.763 | 4816 | 49 | 0.885 | 0.188 | 6/20/2022 |
| 720031908 | Existing Customer | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 4370.0 | 0 | 4370.0 | 0.791 | 4326 | 74 | 0.721 | 0.000 | 7/2/2022 |
| 716716083 | Existing Customer | 58 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 3355.0 | 1878 | 1477.0 | 0.725 | 4578 | 84 | 0.953 | 0.560 | 6/28/2020 |
| 819969933 | Existing Customer | 43 | F | 2 | High School | Single | $40K - $60K | Blue | 38 | 4 | 2 | 2 | 5070.0 | 0 | 5070.0 | 0.670 | 4193 | 67 | 0.811 | 0.000 | 4/10/2022 |
| 714382608 | Existing Customer | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2572.0 | 1161 | 1411.0 | 0.569 | 4315 | 85 | 0.518 | 0.451 | 4/9/2021 |
| 720092283 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 4 | 2 | 3 | 2016.0 | 978 | 1038.0 | 0.736 | 4379 | 78 | 0.950 | 0.485 | 4/10/2020 |
| 720531633 | Attrited Customer | 55 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 4 | 2 | 2 | 3552.0 | 2517 | 1035.0 | 0.865 | 2665 | 36 | 0.333 | 0.709 | 11/21/2019 |
| 718508883 | Attrited Customer | 43 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2325.0 | 238 | 2087.0 | 0.640 | 2306 | 47 | 0.621 | 0.102 | 1/7/2022 |
| 708794133 | Existing Customer | 46 | F | 4 | High School | Unknown | Less than $40K | Blue | 37 | 3 | 1 | 4 | 2533.0 | 2136 | 397.0 | 0.757 | 3197 | 50 | 1.174 | 0.843 | 11/27/2021 |
| 713447583 | Existing Customer | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 3871.0 | 2055 | 1816.0 | 0.824 | 5480 | 58 | 0.933 | 0.531 | 7/21/2022 |
| 716107158 | Attrited Customer | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 20 | 5 | 1 | 5 | 3983.0 | 431 | 3552.0 | 0.887 | 3098 | 46 | 0.438 | 0.108 | 4/15/2020 |
| 712713108 | Existing Customer | 61 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 6 | 2 | 3 | 2035.0 | 1883 | 152.0 | 0.955 | 4802 | 85 | 0.604 | 0.925 | 9/2/2021 |
| 719245083 | Existing Customer | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 39 | 4 | 3 | 4 | 1773.0 | 1539 | 234.0 | 0.893 | 4087 | 74 | 0.762 | 0.868 | 6/18/2022 |
| 708269583 | Existing Customer | 42 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 28 | 6 | 2 | 4 | 2029.0 | 1377 | 652.0 | 0.838 | 4014 | 86 | 0.686 | 0.679 | 10/24/2022 |
| 720234708 | Attrited Customer | 45 | M | 2 | High School | Single | $120K + | Blue | 33 | 6 | 3 | 2 | 15490.0 | 0 | 15490.0 | 0.742 | 2429 | 50 | 0.471 | 0.000 | 5/30/2021 |
| 709436883 | Existing Customer | 56 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 48 | 6 | 2 | 2 | 2941.0 | 1619 | 1322.0 | 0.900 | 5000 | 87 | 0.673 | 0.550 | 1/11/2022 |
| 714140133 | Existing Customer | 42 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2314.0 | 1547 | 767.0 | 0.804 | 4678 | 74 | 1.000 | 0.669 | 11/18/2019 |
| 716136333 | Attrited Customer | 40 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 5 | 2 | 1 | 4212.0 | 2517 | 1695.0 | 0.718 | 2725 | 41 | 0.519 | 0.598 | 1/16/2021 |
| 715031433 | Existing Customer | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 6248.0 | 1493 | 4755.0 | 0.597 | 4664 | 60 | 0.579 | 0.239 | 10/7/2021 |
| 810667158 | Existing Customer | 40 | M | 2 | High School | Divorced | $40K - $60K | Blue | 35 | 3 | 1 | 1 | 2430.0 | 974 | 1456.0 | 0.677 | 4344 | 75 | 0.596 | 0.401 | 8/15/2019 |
| 715253433 | Existing Customer | 48 | M | 4 | Unknown | Single | $80K - $120K | Blue | 38 | 5 | 2 | 3 | 5543.0 | 1372 | 4171.0 | 0.744 | 5266 | 79 | 0.795 | 0.248 | 12/25/2022 |
| 809937933 | Existing Customer | 42 | F | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 4 | 3 | 2 | 2470.0 | 2013 | 457.0 | 0.970 | 4384 | 82 | 1.000 | 0.815 | 5/12/2019 |
| 708997833 | Existing Customer | 49 | F | 4 | Doctorate | Single | $40K - $60K | Blue | 39 | 5 | 3 | 1 | 3255.0 | 603 | 2652.0 | 0.617 | 4045 | 62 | 0.824 | 0.185 | 8/13/2020 |
| 718296558 | Attrited Customer | 44 | F | 4 | Unknown | Married | $40K - $60K | Blue | 31 | 4 | 3 | 5 | 1691.0 | 1327 | 364.0 | 0.774 | 2345 | 33 | 0.435 | 0.785 | 12/12/2022 |
| 780086658 | Attrited Customer | 43 | M | 4 | Doctorate | Unknown | $60K - $80K | Blue | 28 | 3 | 2 | 4 | 18229.0 | 0 | 18229.0 | 0.544 | 2060 | 39 | 0.625 | 0.000 | 11/28/2019 |
| 708754833 | Existing Customer | 48 | F | 3 | Uneducated | Single | Unknown | Blue | 40 | 3 | 4 | 4 | 2827.0 | 1182 | 1645.0 | 0.902 | 4583 | 72 | 1.000 | 0.418 | 12/28/2022 |
| 788638908 | Existing Customer | 43 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 2 | 4 | 2351.0 | 2127 | 224.0 | 0.703 | 4278 | 71 | 0.821 | 0.905 | 2/4/2020 |
| 715607958 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 4202.0 | 2201 | 2001.0 | 0.714 | 4385 | 78 | 0.660 | 0.524 | 6/20/2019 |
| 708515358 | Existing Customer | 40 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 4712.0 | 0 | 4712.0 | 0.840 | 4216 | 82 | 0.640 | 0.000 | 3/22/2019 |
| 716357058 | Existing Customer | 53 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 2611.0 | 787 | 1824.0 | 0.298 | 2955 | 56 | 0.600 | 0.301 | 8/16/2021 |
| 714569958 | Existing Customer | 38 | F | 2 | Unknown | Single | Less than $40K | Blue | 28 | 6 | 2 | 1 | 3206.0 | 2459 | 747.0 | 0.696 | 3852 | 65 | 0.625 | 0.767 | 12/5/2019 |
| 716822583 | Existing Customer | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 5245.0 | 802 | 4443.0 | 0.504 | 3648 | 74 | 0.574 | 0.153 | 5/16/2019 |
| 721109358 | Existing Customer | 39 | M | 3 | High School | Married | $60K - $80K | Blue | 27 | 6 | 2 | 1 | 2583.0 | 0 | 2583.0 | 0.781 | 4162 | 87 | 0.812 | 0.000 | 7/20/2022 |
| 827635083 | Existing Customer | 59 | F | 0 | Graduate | Unknown | Unknown | Blue | 55 | 4 | 3 | 3 | 1438.3 | 755 | 683.3 | 0.620 | 4222 | 75 | 0.744 | 0.525 | 3/14/2020 |
| 715492983 | Existing Customer | 40 | M | 3 | Post-Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 4 | 7464.0 | 2517 | 4947.0 | 0.900 | 4348 | 62 | 0.879 | 0.337 | 1/16/2022 |
| 712234308 | Existing Customer | 54 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 6 | 1 | 2 | 4928.0 | 1805 | 3123.0 | 0.641 | 4767 | 90 | 0.698 | 0.366 | 3/18/2021 |
| 708334158 | Existing Customer | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 34 | 4 | 2 | 4 | 9863.0 | 686 | 9177.0 | 0.581 | 3068 | 58 | 0.933 | 0.070 | 11/19/2021 |
| 812488608 | Existing Customer | 44 | F | 3 | College | Unknown | Less than $40K | Blue | 39 | 6 | 1 | 3 | 5024.0 | 2209 | 2815.0 | 0.660 | 4908 | 73 | 0.659 | 0.440 | 1/29/2022 |
| 793345008 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 4 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.801 | 4287 | 80 | 0.667 | 0.000 | 6/11/2019 |
| 715487733 | Attrited Customer | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 1452.0 | 0 | 1452.0 | 0.553 | 2287 | 42 | 0.500 | 0.000 | 5/6/2019 |
| 788856408 | Existing Customer | 50 | F | 5 | Uneducated | Married | Unknown | Blue | 34 | 5 | 5 | 2 | 3317.0 | 1041 | 2276.0 | 0.923 | 4264 | 75 | 1.027 | 0.314 | 7/10/2021 |
| 708154833 | Attrited Customer | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 1 | 3 | 3 | 1438.3 | 811 | 627.3 | 0.571 | 2336 | 46 | 0.278 | 0.564 | 4/17/2022 |
| 721147383 | Existing Customer | 37 | F | 2 | High School | Single | Less than $40K | Blue | 22 | 4 | 2 | 4 | 2448.0 | 1740 | 708.0 | 0.901 | 4087 | 81 | 0.841 | 0.711 | 12/22/2021 |
| 803973483 | Existing Customer | 49 | F | 3 | Unknown | Single | Less than $40K | Blue | 44 | 4 | 2 | 4 | 1546.0 | 0 | 1546.0 | 0.793 | 4496 | 83 | 0.660 | 0.000 | 11/3/2021 |
| 788941983 | Attrited Customer | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 22 | 1 | 3 | 1 | 2013.0 | 0 | 2013.0 | 0.602 | 2425 | 50 | 0.923 | 0.000 | 4/14/2021 |
| 715603233 | Existing Customer | 53 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 42 | 6 | 1 | 2 | 2293.0 | 1460 | 833.0 | 0.658 | 4436 | 74 | 0.542 | 0.637 | 3/23/2022 |
| 709945458 | Existing Customer | 52 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 40 | 3 | 1 | 1 | 1438.3 | 512 | 926.3 | 0.776 | 4791 | 82 | 0.708 | 0.356 | 10/30/2022 |
| 714614133 | Attrited Customer | 53 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2819.0 | 0 | 2819.0 | 0.400 | 2128 | 39 | 0.444 | 0.000 | 5/12/2022 |
| 768167358 | Existing Customer | 37 | M | 4 | Doctorate | Single | $60K - $80K | Blue | 31 | 6 | 3 | 0 | 1702.0 | 1018 | 684.0 | 0.645 | 4301 | 86 | 0.720 | 0.598 | 2/27/2021 |
| 737967708 | Existing Customer | 52 | F | 1 | Unknown | Married | $40K - $60K | Blue | 45 | 5 | 1 | 1 | 1611.0 | 938 | 673.0 | 0.601 | 4087 | 86 | 0.911 | 0.582 | 12/5/2019 |
| 712920633 | Existing Customer | 49 | F | 2 | Unknown | Married | $40K - $60K | Blue | 35 | 4 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.618 | 4348 | 79 | 0.646 | 0.000 | 8/30/2021 |
| 780373233 | Existing Customer | 39 | F | 4 | Unknown | Single | Less than $40K | Blue | 29 | 5 | 3 | 0 | 2863.0 | 1940 | 923.0 | 0.823 | 4985 | 90 | 0.636 | 0.678 | 9/21/2020 |
| 721384308 | Existing Customer | 39 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 1 | 4 | 3272.0 | 2323 | 949.0 | 1.123 | 4763 | 86 | 0.593 | 0.710 | 8/13/2020 |
| 712242633 | Existing Customer | 42 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2677.0 | 2517 | 160.0 | 0.609 | 3911 | 76 | 0.810 | 0.940 | 11/4/2020 |
| 713610933 | Existing Customer | 40 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 3 | 2 | 1 | 2708.0 | 0 | 2708.0 | 0.572 | 4277 | 90 | 0.636 | 0.000 | 6/27/2021 |
| 714257958 | Existing Customer | 41 | F | 3 | Doctorate | Single | Less than $40K | Blue | 31 | 4 | 2 | 1 | 1738.0 | 0 | 1738.0 | 0.654 | 4220 | 68 | 0.889 | 0.000 | 8/30/2022 |
| 772172883 | Existing Customer | 46 | F | 2 | Uneducated | Unknown | $40K - $60K | Blue | 35 | 6 | 2 | 1 | 6145.0 | 1349 | 4796.0 | 0.971 | 4893 | 93 | 0.824 | 0.220 | 8/4/2020 |
| 720204558 | Existing Customer | 45 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1640.0 | 999 | 641.0 | 0.811 | 4597 | 77 | 0.878 | 0.609 | 6/3/2022 |
| 779635533 | Existing Customer | 38 | F | 3 | Graduate | Single | Unknown | Blue | 21 | 5 | 1 | 3 | 2348.0 | 1028 | 1320.0 | 0.469 | 5125 | 71 | 0.578 | 0.438 | 10/7/2021 |
| 804658833 | Existing Customer | 53 | F | 3 | Unknown | Married | Less than $40K | Blue | 48 | 5 | 1 | 2 | 1657.0 | 0 | 1657.0 | 0.664 | 4068 | 73 | 0.622 | 0.000 | 5/19/2022 |
| 756691608 | Existing Customer | 37 | F | 3 | Graduate | Married | Unknown | Blue | 30 | 5 | 3 | 3 | 4554.0 | 780 | 3774.0 | 0.658 | 4816 | 81 | 0.588 | 0.171 | 5/26/2019 |
| 806219808 | Existing Customer | 52 | M | 3 | College | Unknown | $120K + | Blue | 47 | 5 | 6 | 3 | 5119.0 | 1972 | 3147.0 | 0.835 | 5146 | 88 | 0.956 | 0.385 | 8/23/2020 |
| 826266483 | Existing Customer | 39 | F | 2 | College | Single | Unknown | Blue | 35 | 6 | 2 | 2 | 10600.0 | 598 | 10002.0 | 0.843 | 4586 | 81 | 0.929 | 0.056 | 8/4/2020 |
| 775152708 | Attrited Customer | 49 | M | 3 | Post-Graduate | Unknown | $80K - $120K | Blue | 39 | 2 | 3 | 4 | 20769.0 | 901 | 19868.0 | 0.371 | 1835 | 43 | 0.720 | 0.043 | 7/14/2019 |
| 787596558 | Existing Customer | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 23 | 5 | 2 | 1 | 7116.0 | 981 | 6135.0 | 0.858 | 4748 | 85 | 0.735 | 0.138 | 6/9/2021 |
| 803205258 | Existing Customer | 51 | F | 3 | Graduate | Single | Unknown | Blue | 45 | 4 | 3 | 4 | 2420.0 | 2379 | 41.0 | 0.741 | 4348 | 86 | 0.955 | 0.983 | 9/9/2022 |
| 716041908 | Existing Customer | 54 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 5 | 2 | 4 | 2082.0 | 805 | 1277.0 | 1.049 | 4383 | 75 | 0.875 | 0.387 | 11/3/2020 |
| 708837858 | Existing Customer | 44 | F | 4 | Doctorate | Unknown | Less than $40K | Blue | 34 | 5 | 2 | 2 | 2718.0 | 1718 | 1000.0 | 0.679 | 4423 | 68 | 0.619 | 0.632 | 12/8/2020 |
| 828227433 | Existing Customer | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 46 | 6 | 2 | 4 | 5626.0 | 778 | 4848.0 | 1.009 | 4957 | 84 | 1.049 | 0.138 | 1/8/2022 |
| 714487458 | Attrited Customer | 49 | F | 5 | Graduate | Divorced | $40K - $60K | Blue | 40 | 6 | 4 | 2 | 2920.0 | 0 | 2920.0 | 0.516 | 2306 | 39 | 0.625 | 0.000 | 8/3/2019 |
| 711390333 | Attrited Customer | 59 | M | 0 | Post-Graduate | Married | $80K - $120K | Blue | 46 | 5 | 4 | 2 | 6526.0 | 489 | 6037.0 | 0.678 | 2331 | 45 | 0.452 | 0.075 | 12/6/2020 |
| 787974108 | Attrited Customer | 37 | F | 1 | High School | Single | $40K - $60K | Blue | 27 | 4 | 2 | 2 | 1793.0 | 792 | 1001.0 | 0.723 | 2374 | 40 | 0.429 | 0.442 | 5/26/2022 |
| 714036258 | Existing Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2798.0 | 1963 | 835.0 | 0.805 | 4255 | 64 | 0.561 | 0.702 | 6/20/2020 |
| 788752833 | Existing Customer | 52 | F | 2 | High School | Divorced | Less than $40K | Blue | 32 | 6 | 3 | 4 | 2427.0 | 1581 | 846.0 | 0.694 | 3857 | 69 | 0.816 | 0.651 | 8/7/2020 |
| 773108958 | Existing Customer | 55 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 48 | 4 | 1 | 1 | 3011.0 | 2138 | 873.0 | 0.565 | 4439 | 75 | 0.875 | 0.710 | 6/18/2021 |
| 782437008 | Existing Customer | 41 | F | 3 | College | Married | Unknown | Blue | 35 | 6 | 2 | 4 | 2255.0 | 1769 | 486.0 | 0.767 | 4717 | 83 | 0.804 | 0.784 | 1/26/2020 |
| 710729358 | Attrited Customer | 40 | F | 2 | High School | Single | Unknown | Blue | 30 | 6 | 3 | 4 | 6479.0 | 0 | 6479.0 | 0.946 | 2539 | 42 | 0.500 | 0.000 | 8/7/2022 |
| 827423433 | Existing Customer | 41 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 37 | 5 | 1 | 4 | 7492.0 | 1399 | 6093.0 | 0.533 | 3668 | 67 | 0.675 | 0.187 | 9/26/2019 |
| 756919683 | Existing Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 41 | 6 | 1 | 3 | 3632.0 | 1294 | 2338.0 | 0.924 | 4339 | 86 | 0.686 | 0.356 | 1/25/2019 |
| 779219208 | Existing Customer | 38 | F | 2 | High School | Single | Less than $40K | Blue | 28 | 5 | 1 | 3 | 1744.0 | 0 | 1744.0 | 0.702 | 4811 | 86 | 0.686 | 0.000 | 6/22/2021 |
| 712342833 | Existing Customer | 52 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 5 | 3 | 1 | 5905.0 | 2248 | 3657.0 | 0.728 | 4042 | 80 | 0.860 | 0.381 | 12/5/2020 |
| 721121283 | Existing Customer | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 4 | 1 | 4 | 2573.0 | 1280 | 1293.0 | 0.718 | 4289 | 81 | 0.841 | 0.497 | 7/8/2021 |
| 790006383 | Existing Customer | 45 | M | 0 | Unknown | Married | $80K - $120K | Blue | 37 | 4 | 3 | 2 | 9654.0 | 2035 | 7619.0 | 0.648 | 4221 | 67 | 0.634 | 0.211 | 10/3/2021 |
| 756989583 | Existing Customer | 41 | M | 4 | Graduate | Unknown | $40K - $60K | Blue | 24 | 4 | 2 | 2 | 1605.0 | 0 | 1605.0 | 0.637 | 4418 | 68 | 0.659 | 0.000 | 5/23/2020 |
| 717477783 | Attrited Customer | 49 | F | 4 | Unknown | Single | Less than $40K | Silver | 37 | 1 | 2 | 2 | 10195.0 | 2389 | 7806.0 | 0.427 | 1563 | 36 | 0.440 | 0.234 | 12/9/2020 |
| 716614683 | Existing Customer | 49 | M | 3 | College | Single | $60K - $80K | Gold | 36 | 5 | 3 | 1 | 34516.0 | 1255 | 33261.0 | 0.731 | 3847 | 73 | 0.698 | 0.036 | 4/28/2019 |
| 789942033 | Attrited Customer | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 3 | 10573.0 | 0 | 10573.0 | 0.794 | 2237 | 43 | 0.387 | 0.000 | 8/14/2022 |
| 740784258 | Existing Customer | 47 | F | 2 | College | Single | Less than $40K | Blue | 40 | 4 | 3 | 3 | 1789.0 | 1088 | 701.0 | 0.683 | 4191 | 90 | 0.525 | 0.608 | 9/15/2020 |
| 711336033 | Existing Customer | 26 | F | 0 | Unknown | Single | Unknown | Blue | 36 | 3 | 3 | 2 | 7595.0 | 1032 | 6563.0 | 1.035 | 4080 | 72 | 0.800 | 0.136 | 7/1/2019 |
| 768141558 | Existing Customer | 51 | M | 3 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 0 | 3272.0 | 1896 | 1376.0 | 0.725 | 4220 | 74 | 0.897 | 0.579 | 7/8/2022 |
| 717179508 | Existing Customer | 33 | F | 0 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 1 | 3 | 2382.0 | 1565 | 817.0 | 0.730 | 4011 | 68 | 0.838 | 0.657 | 10/11/2022 |
| 716520033 | Existing Customer | 52 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 6 | 4 | 1 | 1981.0 | 1448 | 533.0 | 0.723 | 4639 | 61 | 0.743 | 0.731 | 3/17/2020 |
| 783625008 | Existing Customer | 51 | M | 2 | Post-Graduate | Single | $120K + | Blue | 45 | 4 | 2 | 2 | 22294.0 | 0 | 22294.0 | 0.647 | 3444 | 71 | 0.614 | 0.000 | 3/3/2019 |
| 769330908 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 5 | 3 | 4 | 2574.0 | 1555 | 1019.0 | 0.583 | 4134 | 62 | 0.550 | 0.604 | 7/8/2021 |
| 789396783 | Existing Customer | 30 | F | 0 | High School | Single | Less than $40K | Blue | 20 | 3 | 3 | 4 | 2112.0 | 1109 | 1003.0 | 0.693 | 4729 | 78 | 0.733 | 0.525 | 1/23/2019 |
| 709310433 | Existing Customer | 65 | F | 0 | Unknown | Single | Less than $40K | Blue | 56 | 3 | 2 | 2 | 5441.0 | 812 | 4629.0 | 0.534 | 4480 | 76 | 0.551 | 0.149 | 1/16/2019 |
| 713094483 | Existing Customer | 43 | F | 3 | Unknown | Married | $40K - $60K | Blue | 32 | 3 | 2 | 4 | 4391.0 | 0 | 4391.0 | 0.757 | 4741 | 78 | 0.814 | 0.000 | 7/25/2022 |
| 770753733 | Existing Customer | 42 | F | 5 | College | Single | Less than $40K | Blue | 28 | 4 | 3 | 2 | 3044.0 | 1865 | 1179.0 | 0.852 | 4854 | 85 | 1.024 | 0.613 | 1/26/2022 |
| 712659408 | Existing Customer | 57 | M | 1 | High School | Married | $40K - $60K | Blue | 45 | 3 | 3 | 2 | 2721.0 | 2159 | 562.0 | 0.846 | 4578 | 81 | 0.653 | 0.793 | 7/8/2021 |
| 768475383 | Existing Customer | 62 | F | 0 | Unknown | Single | $40K - $60K | Blue | 56 | 6 | 1 | 2 | 4467.0 | 0 | 4467.0 | 0.888 | 4007 | 74 | 0.542 | 0.000 | 12/23/2022 |
| 779655183 | Existing Customer | 48 | M | 4 | College | Single | $80K - $120K | Blue | 31 | 6 | 1 | 3 | 5033.0 | 0 | 5033.0 | 0.597 | 4054 | 82 | 0.822 | 0.000 | 8/16/2019 |
| 711278283 | Existing Customer | 61 | F | 1 | High School | Unknown | Less than $40K | Blue | 50 | 5 | 1 | 2 | 8604.0 | 1075 | 7529.0 | 0.464 | 4705 | 65 | 0.806 | 0.125 | 5/1/2020 |
| 713345508 | Existing Customer | 43 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2325.0 | 1662 | 663.0 | 0.800 | 4471 | 83 | 0.804 | 0.715 | 10/6/2021 |
| 711379083 | Existing Customer | 60 | F | 0 | Doctorate | Single | Less than $40K | Blue | 42 | 5 | 3 | 3 | 2758.0 | 1429 | 1329.0 | 0.718 | 5124 | 74 | 0.644 | 0.518 | 9/6/2020 |
| 789144633 | Existing Customer | 45 | M | 1 | Graduate | Married | $80K - $120K | Blue | 34 | 3 | 2 | 2 | 9705.0 | 850 | 8855.0 | 0.481 | 2001 | 34 | 0.889 | 0.088 | 5/3/2019 |
| 708393633 | Existing Customer | 41 | F | 0 | High School | Married | Less than $40K | Blue | 31 | 4 | 2 | 4 | 2685.0 | 1647 | 1038.0 | 0.812 | 4625 | 94 | 0.516 | 0.613 | 10/28/2020 |
| 708657033 | Existing Customer | 60 | F | 2 | College | Single | Less than $40K | Blue | 54 | 5 | 3 | 2 | 2694.0 | 1923 | 771.0 | 0.714 | 3837 | 71 | 0.732 | 0.714 | 8/18/2019 |
| 717949008 | Attrited Customer | 40 | F | 4 | High School | Single | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 1554.0 | 412 | 1142.0 | 0.568 | 2341 | 43 | 0.483 | 0.265 | 10/11/2021 |
| 788866983 | Existing Customer | 63 | F | 0 | Unknown | Single | Less than $40K | Blue | 48 | 5 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.923 | 3383 | 61 | 1.103 | 0.000 | 11/9/2021 |
| 751283658 | Existing Customer | 42 | F | 4 | Unknown | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 1786.0 | 1316 | 470.0 | 0.704 | 4306 | 73 | 1.086 | 0.737 | 10/20/2020 |
| 718243533 | Existing Customer | 48 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2648.0 | 0 | 2648.0 | 0.715 | 3880 | 74 | 0.721 | 0.000 | 1/15/2020 |
| 779754408 | Existing Customer | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2477.0 | 2123 | 354.0 | 0.699 | 4349 | 69 | 0.725 | 0.857 | 7/6/2022 |
| 794866983 | Existing Customer | 51 | F | 1 | Doctorate | Married | Unknown | Blue | 45 | 6 | 2 | 1 | 7336.0 | 1031 | 6305.0 | 0.658 | 3812 | 67 | 0.675 | 0.141 | 1/13/2021 |
| 711832533 | Existing Customer | 42 | M | 3 | High School | Single | $80K - $120K | Silver | 32 | 3 | 3 | 3 | 34516.0 | 1396 | 33120.0 | 0.688 | 3748 | 62 | 0.938 | 0.040 | 4/20/2022 |
| 788552658 | Existing Customer | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2479.0 | 1759 | 720.0 | 0.810 | 4562 | 86 | 0.720 | 0.710 | 11/13/2021 |
| 715415508 | Existing Customer | 42 | F | 4 | Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 9396.0 | 1870 | 7526.0 | 0.714 | 4301 | 71 | 0.651 | 0.199 | 11/7/2022 |
| 719962458 | Existing Customer | 44 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 34 | 3 | 2 | 2 | 2561.0 | 1491 | 1070.0 | 0.733 | 4869 | 70 | 0.522 | 0.582 | 12/21/2021 |
| 712734933 | Attrited Customer | 43 | F | 2 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4020.0 | 0 | 4020.0 | 0.563 | 1952 | 39 | 0.345 | 0.000 | 3/26/2020 |
| 717410508 | Existing Customer | 43 | M | 3 | Unknown | Married | $60K - $80K | Silver | 30 | 4 | 3 | 4 | 25856.0 | 1281 | 24575.0 | 0.975 | 3303 | 70 | 0.795 | 0.050 | 4/24/2021 |
| 711796683 | Existing Customer | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 4 | 2 | 7398.0 | 1581 | 5817.0 | 0.428 | 4311 | 73 | 0.921 | 0.214 | 3/1/2022 |
| 709407933 | Existing Customer | 51 | M | 3 | High School | Single | $80K - $120K | Silver | 38 | 5 | 3 | 4 | 34516.0 | 1802 | 32714.0 | 0.912 | 4544 | 80 | 0.569 | 0.052 | 1/17/2021 |
| 810493458 | Existing Customer | 52 | F | 1 | Uneducated | Single | Unknown | Blue | 47 | 6 | 1 | 3 | 4058.0 | 1349 | 2709.0 | 0.723 | 4388 | 72 | 0.600 | 0.332 | 11/28/2019 |
| 720494058 | Existing Customer | 51 | F | 2 | College | Married | Less than $40K | Blue | 25 | 4 | 3 | 3 | 3042.0 | 0 | 3042.0 | 0.578 | 4781 | 79 | 0.756 | 0.000 | 11/28/2020 |
| 717050883 | Existing Customer | 60 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2688.0 | 1617 | 1071.0 | 0.552 | 4183 | 71 | 0.614 | 0.602 | 2/4/2019 |
| 713163258 | Attrited Customer | 38 | F | 2 | Unknown | Married | Unknown | Blue | 33 | 4 | 3 | 3 | 3388.0 | 0 | 3388.0 | 0.368 | 1959 | 52 | 0.857 | 0.000 | 9/11/2020 |
| 715659333 | Existing Customer | 43 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 4902.0 | 2517 | 2385.0 | 0.982 | 4508 | 69 | 0.643 | 0.513 | 12/24/2020 |
| 712414908 | Existing Customer | 45 | F | 4 | Unknown | Married | Unknown | Blue | 37 | 4 | 2 | 1 | 3241.0 | 0 | 3241.0 | 0.629 | 4992 | 80 | 0.739 | 0.000 | 4/28/2020 |
| 720175008 | Existing Customer | 48 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 34 | 3 | 1 | 4 | 5069.0 | 1843 | 3226.0 | 0.826 | 4055 | 66 | 0.692 | 0.364 | 11/15/2022 |
| 719876808 | Existing Customer | 43 | M | 3 | Unknown | Divorced | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 13625.0 | 0 | 13625.0 | 0.930 | 3902 | 62 | 0.632 | 0.000 | 3/6/2020 |
| 713334483 | Attrited Customer | 46 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 32 | 5 | 2 | 3 | 8766.0 | 0 | 8766.0 | 0.702 | 2263 | 35 | 0.522 | 0.000 | 7/4/2020 |
| 708360108 | Existing Customer | 50 | M | 1 | College | Single | $40K - $60K | Blue | 41 | 3 | 1 | 1 | 2800.0 | 1338 | 1462.0 | 0.818 | 4869 | 90 | 0.800 | 0.478 | 2/8/2021 |
| 720676158 | Existing Customer | 34 | F | 4 | Uneducated | Single | Unknown | Blue | 21 | 6 | 3 | 2 | 9005.0 | 1994 | 7011.0 | 0.919 | 5223 | 89 | 0.712 | 0.221 | 8/31/2021 |
| 716631708 | Existing Customer | 56 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 2713.0 | 1990 | 723.0 | 0.700 | 4027 | 67 | 0.634 | 0.734 | 3/20/2020 |
| 713025558 | Attrited Customer | 53 | F | 5 | Doctorate | Single | Less than $40K | Blue | 38 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.367 | 1935 | 47 | 0.469 | 0.000 | 4/11/2021 |
| 710506683 | Existing Customer | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 39 | 3 | 1 | 0 | 1746.0 | 0 | 1746.0 | 0.763 | 4543 | 75 | 0.974 | 0.000 | 10/10/2020 |
| 712428333 | Existing Customer | 49 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 41 | 3 | 3 | 4 | 2930.0 | 1901 | 1029.0 | 0.638 | 4041 | 75 | 0.596 | 0.649 | 8/5/2022 |
| 718041033 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2178.0 | 1455 | 723.0 | 1.001 | 5363 | 76 | 0.810 | 0.668 | 6/14/2020 |
| 709169133 | Existing Customer | 35 | F | 1 | High School | Married | Unknown | Blue | 23 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.751 | 3995 | 82 | 0.608 | 0.000 | 3/24/2020 |
| 718164858 | Existing Customer | 42 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 2 | 2021.0 | 1281 | 740.0 | 0.847 | 4642 | 97 | 0.672 | 0.634 | 2/28/2021 |
| 809565183 | Attrited Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 3 | 3 | 4 | 1842.0 | 625 | 1217.0 | 0.729 | 2650 | 43 | 0.483 | 0.339 | 7/26/2021 |
| 778377183 | Existing Customer | 49 | M | 3 | Graduate | Single | $120K + | Blue | 29 | 5 | 2 | 2 | 18284.0 | 1144 | 17140.0 | 0.767 | 4846 | 92 | 0.736 | 0.063 | 9/12/2021 |
| 712845258 | Existing Customer | 41 | M | 2 | Uneducated | Married | $80K - $120K | Gold | 33 | 5 | 3 | 2 | 34516.0 | 1642 | 32874.0 | 0.891 | 4161 | 71 | 0.868 | 0.048 | 9/17/2021 |
| 716915133 | Existing Customer | 42 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1696.0 | 0 | 1696.0 | 0.666 | 4397 | 70 | 0.628 | 0.000 | 12/22/2020 |
| 771403008 | Existing Customer | 52 | M | 2 | Graduate | Unknown | $60K - $80K | Blue | 40 | 4 | 1 | 3 | 7215.0 | 0 | 7215.0 | 0.829 | 4409 | 75 | 0.974 | 0.000 | 9/17/2019 |
| 787441383 | Existing Customer | 52 | F | 0 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 2 | 1793.0 | 1284 | 509.0 | 0.902 | 3989 | 62 | 0.938 | 0.716 | 11/22/2021 |
| 711345258 | Existing Customer | 52 | F | 2 | High School | Married | $40K - $60K | Blue | 44 | 3 | 3 | 1 | 5731.0 | 0 | 5731.0 | 0.685 | 4751 | 85 | 0.932 | 0.000 | 1/18/2019 |
| 713685033 | Attrited Customer | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 2 | 2 | 2417.0 | 0 | 2417.0 | 0.389 | 1848 | 38 | 0.407 | 0.000 | 4/29/2020 |
| 718205283 | Existing Customer | 48 | F | 3 | College | Single | $40K - $60K | Blue | 37 | 6 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.777 | 5035 | 76 | 0.767 | 0.000 | 11/10/2020 |
| 708337683 | Existing Customer | 51 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 4 | 2 | 2 | 21800.0 | 893 | 20907.0 | 0.445 | 3820 | 62 | 0.676 | 0.041 | 8/8/2020 |
| 720941433 | Attrited Customer | 53 | F | 3 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 1547.0 | 0 | 1547.0 | 0.845 | 2312 | 43 | 0.303 | 0.000 | 4/3/2021 |
| 710201058 | Existing Customer | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 1485.0 | 736 | 749.0 | 0.622 | 4198 | 65 | 0.912 | 0.496 | 2/19/2021 |
| 785218458 | Existing Customer | 44 | M | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 1 | 3 | 2505.0 | 2282 | 223.0 | 0.712 | 4333 | 77 | 0.833 | 0.911 | 4/3/2020 |
| 770740308 | Existing Customer | 49 | F | 4 | Graduate | Unknown | $40K - $60K | Blue | 35 | 3 | 3 | 2 | 2631.0 | 1699 | 932.0 | 0.668 | 4691 | 92 | 0.704 | 0.646 | 10/5/2019 |
| 787493808 | Attrited Customer | 48 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2700.0 | 2480 | 220.0 | 0.686 | 2396 | 49 | 0.531 | 0.919 | 7/15/2021 |
| 708846183 | Existing Customer | 48 | M | 4 | College | Single | $60K - $80K | Blue | 30 | 4 | 2 | 2 | 3307.0 | 2234 | 1073.0 | 0.818 | 4006 | 68 | 0.838 | 0.676 | 10/24/2019 |
| 810586833 | Existing Customer | 38 | F | 3 | Graduate | Divorced | Unknown | Blue | 33 | 6 | 2 | 3 | 29638.0 | 857 | 28781.0 | 0.481 | 3429 | 78 | 0.696 | 0.029 | 8/20/2021 |
| 711151383 | Attrited Customer | 34 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 26 | 3 | 2 | 5 | 2066.0 | 347 | 1719.0 | 0.511 | 2157 | 37 | 0.321 | 0.168 | 4/15/2019 |
| 712425258 | Existing Customer | 46 | F | 4 | Unknown | Single | Less than $40K | Blue | 26 | 6 | 1 | 3 | 1859.0 | 1379 | 480.0 | 0.836 | 4260 | 72 | 0.714 | 0.742 | 3/10/2020 |
| 772063308 | Existing Customer | 45 | M | 2 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 1 | 1 | 13362.0 | 0 | 13362.0 | 0.682 | 4155 | 79 | 0.795 | 0.000 | 3/13/2019 |
| 718574808 | Existing Customer | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 17 | 4 | 3 | 4 | 2431.0 | 1846 | 585.0 | 0.612 | 4327 | 74 | 0.644 | 0.759 | 7/2/2022 |
| 717131283 | Existing Customer | 43 | F | 4 | High School | Divorced | $40K - $60K | Blue | 34 | 5 | 1 | 1 | 6034.0 | 1579 | 4455.0 | 0.753 | 4712 | 67 | 0.914 | 0.262 | 7/7/2021 |
| 798996183 | Existing Customer | 61 | F | 0 | Unknown | Married | Less than $40K | Blue | 55 | 4 | 2 | 3 | 2194.0 | 1512 | 682.0 | 0.725 | 4069 | 80 | 0.778 | 0.689 | 12/8/2022 |
| 716831508 | Existing Customer | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 34 | 4 | 1 | 3 | 1963.0 | 1524 | 439.0 | 0.879 | 3492 | 59 | 1.034 | 0.776 | 3/5/2020 |
| 715297908 | Attrited Customer | 41 | F | 4 | College | Unknown | Unknown | Blue | 22 | 4 | 2 | 3 | 1438.3 | 1125 | 313.3 | 0.611 | 2534 | 52 | 0.486 | 0.782 | 1/18/2019 |
| 813234108 | Existing Customer | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 40 | 4 | 1 | 3 | 2922.0 | 1212 | 1710.0 | 0.662 | 3895 | 70 | 0.591 | 0.415 | 1/11/2021 |
| 711027183 | Existing Customer | 50 | M | 4 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 1 | 6943.0 | 600 | 6343.0 | 0.653 | 4946 | 80 | 0.739 | 0.086 | 9/23/2019 |
| 718812708 | Attrited Customer | 57 | M | 2 | Graduate | Single | $120K + | Blue | 44 | 5 | 3 | 4 | 34516.0 | 219 | 34297.0 | 0.482 | 1882 | 48 | 0.714 | 0.006 | 9/2/2022 |
| 709505808 | Attrited Customer | 45 | F | 3 | College | Single | Unknown | Blue | 33 | 5 | 3 | 4 | 4345.0 | 2198 | 2147.0 | 0.465 | 1918 | 31 | 0.292 | 0.506 | 4/20/2019 |
| 711267633 | Attrited Customer | 50 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 5 | 4 | 4 | 4248.0 | 316 | 3932.0 | 0.661 | 2271 | 36 | 0.333 | 0.074 | 6/5/2021 |
| 719613783 | Existing Customer | 51 | F | 1 | Doctorate | Married | Less than $40K | Blue | 42 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.872 | 4211 | 64 | 0.778 | 0.000 | 4/20/2021 |
| 719035758 | Existing Customer | 53 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 43 | 5 | 1 | 2 | 2383.0 | 1516 | 867.0 | 0.857 | 4917 | 78 | 0.950 | 0.636 | 3/5/2021 |
| 708473133 | Existing Customer | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1677.0 | 0 | 1677.0 | 0.824 | 4588 | 68 | 0.700 | 0.000 | 5/4/2019 |
| 712996833 | Existing Customer | 40 | F | 1 | High School | Married | Unknown | Blue | 33 | 4 | 2 | 2 | 2392.0 | 1129 | 1263.0 | 0.695 | 4309 | 86 | 0.720 | 0.472 | 3/4/2021 |
| 720963258 | Attrited Customer | 52 | F | 3 | College | Married | Less than $40K | Blue | 40 | 3 | 2 | 3 | 3474.0 | 0 | 3474.0 | 0.735 | 2675 | 37 | 0.480 | 0.000 | 7/26/2022 |
| 819606258 | Existing Customer | 48 | M | 4 | Unknown | Married | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 8737.0 | 1629 | 7108.0 | 0.618 | 3876 | 55 | 0.774 | 0.186 | 10/13/2021 |
| 714634983 | Attrited Customer | 44 | F | 1 | Unknown | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 3517.0 | 0 | 3517.0 | 0.634 | 2403 | 48 | 0.548 | 0.000 | 7/14/2022 |
| 806428908 | Existing Customer | 60 | F | 1 | Graduate | Single | Unknown | Blue | 55 | 3 | 3 | 3 | 13397.0 | 0 | 13397.0 | 0.814 | 5049 | 75 | 0.630 | 0.000 | 12/15/2019 |
| 710903358 | Existing Customer | 65 | F | 0 | Unknown | Single | Less than $40K | Blue | 55 | 5 | 2 | 1 | 6352.0 | 1386 | 4966.0 | 0.500 | 3709 | 77 | 0.604 | 0.218 | 1/14/2020 |
| 712676208 | Existing Customer | 46 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1787.0 | 1324 | 463.0 | 0.684 | 4084 | 79 | 1.026 | 0.741 | 9/2/2020 |
| 709005633 | Attrited Customer | 62 | M | 0 | High School | Single | $60K - $80K | Blue | 51 | 3 | 2 | 4 | 18734.0 | 0 | 18734.0 | 0.674 | 2112 | 52 | 0.857 | 0.000 | 7/18/2022 |
| 712102983 | Existing Customer | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.634 | 3832 | 87 | 0.673 | 0.000 | 5/25/2022 |
| 754480233 | Existing Customer | 50 | M | 2 | Post-Graduate | Divorced | $40K - $60K | Blue | 43 | 5 | 2 | 4 | 3525.0 | 0 | 3525.0 | 0.798 | 4742 | 62 | 0.824 | 0.000 | 5/28/2020 |
| 719042208 | Existing Customer | 43 | M | 4 | Doctorate | Unknown | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 2067.0 | 1250 | 817.0 | 0.891 | 4565 | 65 | 0.806 | 0.605 | 4/6/2022 |
| 716251608 | Existing Customer | 45 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2051.0 | 0 | 2051.0 | 0.989 | 4355 | 87 | 0.977 | 0.000 | 5/5/2019 |
| 715537383 | Existing Customer | 46 | M | 3 | College | Single | $120K + | Blue | 30 | 5 | 1 | 2 | 27378.0 | 1893 | 25485.0 | 0.432 | 3934 | 78 | 0.592 | 0.069 | 3/16/2021 |
| 709460883 | Attrited Customer | 38 | F | 2 | Doctorate | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1614.0 | 0 | 1614.0 | 0.609 | 2437 | 46 | 0.438 | 0.000 | 8/18/2021 |
| 789325008 | Existing Customer | 49 | M | 3 | College | Single | Less than $40K | Blue | 38 | 5 | 3 | 1 | 7862.0 | 1991 | 5871.0 | 0.654 | 3645 | 82 | 0.608 | 0.253 | 6/18/2019 |
| 719195733 | Existing Customer | 47 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 4284.0 | 1900 | 2384.0 | 0.971 | 4948 | 85 | 0.848 | 0.444 | 11/13/2019 |
| 787665258 | Attrited Customer | 47 | F | 3 | Unknown | Married | Less than $40K | Blue | 37 | 1 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.749 | 2393 | 36 | 0.636 | 0.000 | 7/6/2019 |
| 710226708 | Existing Customer | 55 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 49 | 5 | 2 | 1 | 1438.3 | 680 | 758.3 | 0.770 | 4573 | 93 | 0.691 | 0.473 | 4/23/2022 |
| 711982383 | Existing Customer | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 49 | 3 | 3 | 2 | 21805.0 | 1777 | 20028.0 | 0.519 | 4694 | 79 | 0.411 | 0.081 | 1/18/2022 |
| 716345283 | Existing Customer | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 1 | 4 | 4712.0 | 1920 | 2792.0 | 0.596 | 4277 | 66 | 0.571 | 0.407 | 8/18/2021 |
| 816850458 | Attrited Customer | 33 | M | 2 | Unknown | Married | $60K - $80K | Blue | 28 | 6 | 2 | 4 | 1698.0 | 0 | 1698.0 | 0.823 | 2448 | 40 | 0.379 | 0.000 | 9/12/2021 |
| 710842308 | Existing Customer | 41 | F | 5 | Uneducated | Single | $40K - $60K | Blue | 26 | 4 | 3 | 4 | 2264.0 | 928 | 1336.0 | 0.662 | 4150 | 83 | 0.844 | 0.410 | 7/8/2020 |
| 713132133 | Existing Customer | 54 | F | 1 | Unknown | Married | Less than $40K | Blue | 39 | 3 | 2 | 4 | 2720.0 | 1694 | 1026.0 | 0.843 | 5103 | 81 | 0.761 | 0.623 | 7/15/2022 |
| 788874333 | Existing Customer | 55 | M | 3 | Post-Graduate | Unknown | $120K + | Blue | 40 | 3 | 1 | 4 | 15631.0 | 1305 | 14326.0 | 0.668 | 4313 | 67 | 0.914 | 0.083 | 8/15/2019 |
| 717987258 | Existing Customer | 43 | F | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2594.0 | 1686 | 908.0 | 0.624 | 4503 | 67 | 0.811 | 0.650 | 5/22/2021 |
| 793712658 | Attrited Customer | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 15011.0 | 2517 | 12494.0 | 0.713 | 1821 | 36 | 0.385 | 0.168 | 6/24/2021 |
| 708324483 | Existing Customer | 47 | F | 4 | Unknown | Single | Less than $40K | Blue | 39 | 3 | 3 | 4 | 1548.0 | 0 | 1548.0 | 0.664 | 4420 | 71 | 0.775 | 0.000 | 1/26/2021 |
| 768612258 | Existing Customer | 52 | F | 3 | Unknown | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 2700.0 | 1623 | 1077.0 | 0.848 | 4171 | 78 | 0.814 | 0.601 | 4/11/2021 |
| 719659758 | Existing Customer | 45 | F | 4 | High School | Married | $40K - $60K | Blue | 35 | 6 | 1 | 0 | 2919.0 | 1670 | 1249.0 | 1.041 | 4194 | 72 | 0.756 | 0.572 | 2/27/2021 |
| 711313158 | Existing Customer | 50 | F | 4 | Unknown | Single | Unknown | Blue | 44 | 5 | 1 | 1 | 10721.0 | 0 | 10721.0 | 0.861 | 4962 | 74 | 0.510 | 0.000 | 6/14/2022 |
| 716483358 | Existing Customer | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 1 | 4 | 6125.0 | 1329 | 4796.0 | 0.646 | 5481 | 68 | 0.700 | 0.217 | 2/7/2021 |
| 719829633 | Existing Customer | 42 | F | 2 | Unknown | Married | Less than $40K | Blue | 29 | 5 | 3 | 4 | 3200.0 | 1733 | 1467.0 | 0.909 | 5026 | 79 | 0.837 | 0.542 | 5/3/2019 |
| 812465958 | Existing Customer | 53 | F | 3 | Post-Graduate | Divorced | Unknown | Blue | 48 | 5 | 2 | 2 | 12286.0 | 997 | 11289.0 | 0.726 | 4960 | 83 | 0.729 | 0.081 | 5/19/2019 |
| 786536808 | Existing Customer | 51 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 3 | 3 | 1 | 21543.0 | 0 | 21543.0 | 0.530 | 3928 | 82 | 0.640 | 0.000 | 4/11/2022 |
| 807369708 | Existing Customer | 52 | M | 3 | College | Married | $120K + | Blue | 47 | 3 | 2 | 4 | 6355.0 | 0 | 6355.0 | 0.711 | 4009 | 74 | 0.947 | 0.000 | 2/1/2020 |
| 711397533 | Existing Customer | 52 | F | 2 | High School | Married | Less than $40K | Blue | 41 | 4 | 2 | 2 | 5616.0 | 2410 | 3206.0 | 0.962 | 3410 | 62 | 0.590 | 0.429 | 4/2/2019 |
| 711740508 | Existing Customer | 50 | F | 1 | Unknown | Married | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 2661.0 | 1575 | 1086.0 | 0.735 | 4615 | 82 | 0.708 | 0.592 | 4/21/2020 |
| 715233108 | Existing Customer | 38 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2836.0 | 862 | 1974.0 | 0.772 | 4121 | 83 | 0.694 | 0.304 | 3/16/2022 |
| 813807258 | Existing Customer | 50 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.707 | 4670 | 82 | 0.864 | 0.000 | 7/20/2022 |
| 769183908 | Existing Customer | 51 | F | 2 | Doctorate | Single | Unknown | Blue | 45 | 6 | 3 | 1 | 2109.0 | 683 | 1426.0 | 0.593 | 4321 | 58 | 0.812 | 0.324 | 10/9/2021 |
| 718451133 | Existing Customer | 48 | M | 2 | Graduate | Single | $60K - $80K | Blue | 40 | 4 | 5 | 4 | 14951.0 | 1413 | 13538.0 | 0.784 | 3899 | 68 | 1.061 | 0.095 | 7/2/2020 |
| 721115733 | Existing Customer | 47 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 1591.0 | 894 | 697.0 | 0.786 | 3698 | 79 | 1.026 | 0.562 | 5/20/2022 |
| 720085233 | Attrited Customer | 51 | F | 2 | Doctorate | Divorced | Unknown | Blue | 40 | 6 | 3 | 4 | 8930.0 | 2517 | 6413.0 | 0.661 | 2167 | 38 | 0.357 | 0.282 | 7/18/2021 |
| 717036408 | Existing Customer | 36 | F | 1 | Uneducated | Single | Unknown | Blue | 36 | 6 | 3 | 1 | 4685.0 | 1626 | 3059.0 | 0.945 | 4560 | 81 | 0.588 | 0.347 | 1/19/2020 |
| 714427608 | Existing Customer | 45 | F | 5 | Post-Graduate | Married | Unknown | Blue | 29 | 5 | 3 | 1 | 2555.0 | 681 | 1874.0 | 0.576 | 4888 | 78 | 0.814 | 0.267 | 5/21/2020 |
| 780019908 | Existing Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 2 | 2172.0 | 644 | 1528.0 | 0.673 | 4657 | 82 | 0.907 | 0.297 | 1/17/2020 |
| 827898033 | Attrited Customer | 54 | F | 1 | Uneducated | Married | Unknown | Blue | 50 | 4 | 0 | 3 | 2912.0 | 0 | 2912.0 | 0.621 | 2465 | 54 | 1.077 | 0.000 | 10/13/2020 |
| 720302883 | Existing Customer | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 4 | 3 | 1 | 3390.0 | 2180 | 1210.0 | 0.877 | 4585 | 78 | 0.950 | 0.643 | 8/18/2020 |
| 715893633 | Existing Customer | 47 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2193.0 | 1084 | 1109.0 | 0.974 | 4755 | 81 | 0.761 | 0.494 | 1/19/2022 |
| 720730683 | Existing Customer | 51 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 5 | 3 | 3 | 17412.0 | 730 | 16682.0 | 0.837 | 4997 | 84 | 0.615 | 0.042 | 11/6/2022 |
| 720638283 | Existing Customer | 40 | F | 4 | College | Single | Less than $40K | Blue | 20 | 4 | 3 | 2 | 2801.0 | 1731 | 1070.0 | 0.644 | 4568 | 83 | 0.930 | 0.618 | 12/1/2020 |
| 789053883 | Existing Customer | 43 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 31 | 4 | 2 | 1 | 11186.0 | 2231 | 8955.0 | 0.708 | 3692 | 84 | 0.647 | 0.199 | 4/22/2019 |
| 719286708 | Existing Customer | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 39 | 4 | 5 | 2 | 2434.0 | 1340 | 1094.0 | 0.668 | 4498 | 76 | 0.810 | 0.551 | 2/3/2019 |
| 713952558 | Attrited Customer | 53 | F | 3 | Doctorate | Single | Unknown | Blue | 43 | 3 | 3 | 2 | 1790.0 | 1474 | 316.0 | 0.595 | 2128 | 40 | 0.429 | 0.823 | 5/20/2021 |
| 793395933 | Existing Customer | 59 | F | 1 | High School | Single | Less than $40K | Blue | 53 | 4 | 3 | 3 | 2716.0 | 1740 | 976.0 | 0.650 | 4208 | 69 | 0.568 | 0.641 | 6/6/2019 |
| 813895458 | Existing Customer | 49 | F | 0 | Unknown | Single | Unknown | Blue | 43 | 6 | 3 | 3 | 2874.0 | 0 | 2874.0 | 0.676 | 4617 | 89 | 0.780 | 0.000 | 10/22/2020 |
| 771733608 | Attrited Customer | 47 | F | 1 | Graduate | Married | $40K - $60K | Blue | 35 | 3 | 3 | 5 | 1438.3 | 0 | 1438.3 | 0.809 | 2276 | 40 | 0.538 | 0.000 | 6/19/2021 |
| 710102208 | Existing Customer | 56 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 18776.0 | 0 | 18776.0 | 0.810 | 4464 | 75 | 0.596 | 0.000 | 2/1/2021 |
| 719511783 | Existing Customer | 48 | F | 1 | Unknown | Married | Unknown | Blue | 41 | 3 | 2 | 2 | 1438.3 | 1197 | 241.3 | 0.917 | 4916 | 78 | 0.696 | 0.832 | 12/13/2020 |
| 712849158 | Attrited Customer | 55 | M | 0 | High School | Divorced | $80K - $120K | Blue | 44 | 4 | 3 | 3 | 19793.0 | 2488 | 17305.0 | 0.594 | 2186 | 44 | 0.467 | 0.126 | 2/12/2019 |
| 783070833 | Existing Customer | 34 | F | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 2472.0 | 1899 | 573.0 | 0.770 | 4408 | 86 | 0.792 | 0.768 | 3/11/2022 |
| 713419908 | Existing Customer | 58 | F | 2 | High School | Married | Unknown | Blue | 50 | 3 | 2 | 3 | 12362.0 | 0 | 12362.0 | 0.635 | 4537 | 72 | 0.636 | 0.000 | 5/21/2022 |
| 789345408 | Existing Customer | 39 | F | 2 | College | Married | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 1438.3 | 722 | 716.3 | 0.894 | 4983 | 53 | 1.120 | 0.502 | 10/20/2019 |
| 720992883 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 3 | 3 | 3189.0 | 1863 | 1326.0 | 0.770 | 4805 | 76 | 0.949 | 0.584 | 11/29/2020 |
| 803652633 | Existing Customer | 47 | F | 2 | Uneducated | Single | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2092.0 | 1575 | 517.0 | 0.838 | 5124 | 70 | 0.522 | 0.753 | 6/25/2021 |
| 789248958 | Existing Customer | 37 | F | 2 | High School | Married | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2946.0 | 2517 | 429.0 | 0.841 | 5259 | 89 | 0.780 | 0.854 | 2/19/2019 |
| 716178483 | Existing Customer | 41 | F | 4 | Uneducated | Unknown | $40K - $60K | Blue | 29 | 4 | 3 | 2 | 2430.0 | 0 | 2430.0 | 0.569 | 4334 | 71 | 0.578 | 0.000 | 9/30/2022 |
| 715440558 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 4143.0 | 1888 | 2255.0 | 0.561 | 3940 | 74 | 0.805 | 0.456 | 4/18/2022 |
| 711535158 | Attrited Customer | 46 | F | 1 | College | Unknown | Unknown | Blue | 35 | 5 | 3 | 3 | 2197.0 | 461 | 1736.0 | 0.636 | 1955 | 42 | 0.448 | 0.210 | 6/29/2019 |
| 713647083 | Existing Customer | 53 | F | 2 | Uneducated | Single | Unknown | Blue | 36 | 5 | 2 | 3 | 9314.0 | 1761 | 7553.0 | 0.562 | 3696 | 80 | 0.778 | 0.189 | 8/12/2022 |
| 718311933 | Attrited Customer | 53 | F | 4 | Doctorate | Married | Less than $40K | Blue | 37 | 6 | 2 | 2 | 3719.0 | 2517 | 1202.0 | 0.666 | 2587 | 43 | 0.536 | 0.677 | 1/7/2022 |
| 718404783 | Attrited Customer | 59 | F | 0 | Unknown | Married | Unknown | Blue | 49 | 5 | 2 | 4 | 6996.0 | 0 | 6996.0 | 0.871 | 2384 | 33 | 0.375 | 0.000 | 5/17/2019 |
| 817332483 | Attrited Customer | 63 | M | 0 | Doctorate | Single | Unknown | Blue | 47 | 6 | 4 | 3 | 7306.0 | 0 | 7306.0 | 0.875 | 2445 | 43 | 0.593 | 0.000 | 4/17/2021 |
| 710015733 | Attrited Customer | 41 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2029.0 | 621 | 1408.0 | 1.001 | 3142 | 37 | 0.850 | 0.306 | 9/26/2022 |
| 794965233 | Attrited Customer | 51 | F | 1 | Graduate | Married | Less than $40K | Silver | 45 | 6 | 3 | 3 | 13199.0 | 781 | 12418.0 | 0.411 | 1927 | 44 | 0.630 | 0.059 | 9/6/2022 |
| 710512833 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 1 | 1 | 3304.0 | 1338 | 1966.0 | 0.615 | 5178 | 79 | 0.756 | 0.405 | 1/23/2020 |
| 710803008 | Existing Customer | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 30 | 6 | 3 | 2 | 3125.0 | 2041 | 1084.0 | 0.675 | 4372 | 68 | 0.659 | 0.653 | 7/3/2021 |
| 712987608 | Existing Customer | 51 | F | 2 | Doctorate | Single | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1438.3 | 1153 | 285.3 | 0.866 | 4263 | 84 | 0.909 | 0.802 | 5/29/2022 |
| 716974383 | Existing Customer | 41 | M | 5 | Graduate | Single | $80K - $120K | Blue | 28 | 3 | 2 | 0 | 2491.0 | 1979 | 512.0 | 0.629 | 1911 | 35 | 0.750 | 0.794 | 2/2/2019 |
| 720930633 | Attrited Customer | 58 | F | 0 | High School | Single | Less than $40K | Blue | 46 | 5 | 4 | 2 | 1977.0 | 0 | 1977.0 | 0.868 | 2341 | 37 | 0.370 | 0.000 | 1/7/2019 |
| 710136258 | Attrited Customer | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 6 | 2 | 3 | 1806.0 | 0 | 1806.0 | 0.983 | 2833 | 43 | 0.654 | 0.000 | 12/16/2021 |
| 779438208 | Existing Customer | 38 | F | 3 | Graduate | Single | Less than $40K | Blue | 22 | 4 | 3 | 3 | 1938.0 | 1175 | 763.0 | 0.850 | 4606 | 75 | 0.875 | 0.606 | 6/3/2021 |
| 721017333 | Existing Customer | 42 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 3188.0 | 2002 | 1186.0 | 0.825 | 4606 | 83 | 0.804 | 0.628 | 7/30/2020 |
| 720952608 | Existing Customer | 44 | F | 2 | High School | Single | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2288.0 | 1505 | 783.0 | 0.788 | 4396 | 68 | 0.659 | 0.658 | 9/3/2021 |
| 712886733 | Existing Customer | 44 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 32 | 3 | 3 | 3 | 1780.0 | 1338 | 442.0 | 0.966 | 4268 | 87 | 0.673 | 0.752 | 7/5/2019 |
| 810545733 | Existing Customer | 47 | F | 2 | College | Married | Unknown | Blue | 42 | 3 | 3 | 3 | 2373.0 | 1480 | 893.0 | 0.631 | 4228 | 63 | 0.658 | 0.624 | 10/3/2019 |
| 822132858 | Attrited Customer | 41 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 37 | 1 | 2 | 2 | 23250.0 | 0 | 23250.0 | 0.564 | 2205 | 43 | 0.654 | 0.000 | 10/28/2020 |
| 713526258 | Attrited Customer | 47 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 3 | 3 | 4 | 34516.0 | 0 | 34516.0 | 0.517 | 2020 | 33 | 0.375 | 0.000 | 8/27/2021 |
| 712877733 | Existing Customer | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 12882.0 | 1402 | 11480.0 | 0.783 | 4407 | 84 | 0.647 | 0.109 | 4/22/2022 |
| 713339283 | Existing Customer | 54 | M | 3 | Unknown | Married | $60K - $80K | Blue | 39 | 4 | 3 | 4 | 6348.0 | 798 | 5550.0 | 1.042 | 4135 | 71 | 0.972 | 0.126 | 9/9/2021 |
| 720473433 | Existing Customer | 59 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 1 | 3 | 2621.0 | 2486 | 135.0 | 0.755 | 4955 | 78 | 0.733 | 0.948 | 12/1/2019 |
| 780584658 | Attrited Customer | 33 | F | 2 | Uneducated | Unknown | $40K - $60K | Blue | 22 | 4 | 2 | 2 | 1843.0 | 1293 | 550.0 | 0.349 | 2077 | 61 | 0.694 | 0.702 | 6/12/2021 |
| 711824358 | Existing Customer | 44 | F | 4 | College | Single | Less than $40K | Blue | 31 | 3 | 3 | 2 | 3228.0 | 0 | 3228.0 | 0.747 | 4524 | 70 | 0.667 | 0.000 | 4/10/2021 |
| 789990333 | Existing Customer | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 2 | 2 | 2303.0 | 722 | 1581.0 | 0.807 | 4469 | 80 | 0.778 | 0.314 | 2/2/2022 |
| 721332033 | Existing Customer | 42 | M | 2 | Unknown | Single | $80K - $120K | Blue | 30 | 4 | 2 | 1 | 29195.0 | 892 | 28303.0 | 0.565 | 4411 | 67 | 0.763 | 0.031 | 12/15/2019 |
| 709612983 | Attrited Customer | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2990.0 | 1828 | 1162.0 | 0.488 | 2265 | 41 | 0.414 | 0.611 | 8/31/2022 |
| 771058908 | Existing Customer | 55 | F | 3 | High School | Single | $40K - $60K | Blue | 42 | 3 | 3 | 2 | 2873.0 | 2455 | 418.0 | 1.000 | 4563 | 72 | 0.756 | 0.855 | 7/16/2022 |
| 715471833 | Existing Customer | 50 | M | 0 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 28253.0 | 0 | 28253.0 | 0.479 | 4525 | 67 | 0.763 | 0.000 | 11/7/2019 |
| 711781233 | Existing Customer | 53 | F | 3 | Graduate | Married | Unknown | Blue | 45 | 6 | 1 | 3 | 1882.0 | 0 | 1882.0 | 0.800 | 5221 | 87 | 0.891 | 0.000 | 11/29/2021 |
| 713947908 | Existing Customer | 33 | M | 2 | High School | Married | $80K - $120K | Blue | 23 | 6 | 2 | 2 | 1630.0 | 0 | 1630.0 | 0.605 | 4426 | 91 | 0.784 | 0.000 | 9/15/2021 |
| 709741608 | Existing Customer | 51 | M | 2 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 4546.0 | 0 | 4546.0 | 0.651 | 3739 | 53 | 0.963 | 0.000 | 3/31/2020 |
| 709333608 | Existing Customer | 58 | F | 2 | High School | Single | Unknown | Blue | 46 | 6 | 2 | 2 | 2395.0 | 1345 | 1050.0 | 0.811 | 4983 | 84 | 0.867 | 0.562 | 10/26/2021 |
| 709688883 | Attrited Customer | 45 | M | 3 | High School | Unknown | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 3845.0 | 0 | 3845.0 | 0.595 | 2174 | 39 | 0.393 | 0.000 | 10/24/2022 |
| 716269308 | Existing Customer | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2836.0 | 1362 | 1474.0 | 0.661 | 4192 | 90 | 0.731 | 0.480 | 1/8/2021 |
| 708692583 | Attrited Customer | 44 | F | 2 | High School | Single | Less than $40K | Blue | 31 | 3 | 3 | 3 | 1506.0 | 168 | 1338.0 | 0.671 | 2312 | 44 | 0.467 | 0.112 | 5/1/2019 |
| 709892658 | Existing Customer | 48 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 3 | 2 | 1605.0 | 1300 | 305.0 | 0.950 | 4495 | 67 | 0.718 | 0.810 | 6/21/2021 |
| 713815383 | Attrited Customer | 53 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 11778.0 | 0 | 11778.0 | 0.603 | 2147 | 44 | 0.375 | 0.000 | 12/2/2022 |
| 710183283 | Existing Customer | 55 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 2747.0 | 0 | 2747.0 | 0.834 | 5032 | 84 | 0.680 | 0.000 | 12/1/2022 |
| 711937158 | Existing Customer | 49 | M | 3 | College | Married | $60K - $80K | Blue | 39 | 5 | 3 | 3 | 2501.0 | 0 | 2501.0 | 0.832 | 4837 | 87 | 0.740 | 0.000 | 2/23/2022 |
| 771486933 | Existing Customer | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 3 | 2 | 2563.0 | 2242 | 321.0 | 1.114 | 3942 | 84 | 0.826 | 0.875 | 9/2/2019 |
| 717450633 | Attrited Customer | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 1659.0 | 1544 | 115.0 | 0.408 | 1920 | 39 | 0.345 | 0.931 | 12/2/2022 |
| 718421808 | Existing Customer | 56 | F | 2 | Uneducated | Married | Unknown | Blue | 43 | 6 | 3 | 2 | 3068.0 | 1765 | 1303.0 | 0.853 | 4611 | 73 | 0.698 | 0.575 | 12/25/2022 |
| 716403633 | Existing Customer | 60 | F | 0 | College | Divorced | Less than $40K | Blue | 50 | 5 | 3 | 2 | 3426.0 | 1650 | 1776.0 | 0.622 | 4467 | 69 | 1.029 | 0.482 | 9/21/2021 |
| 717646983 | Attrited Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 49 | 4 | 3 | 4 | 3214.0 | 424 | 2790.0 | 0.877 | 2720 | 53 | 0.710 | 0.132 | 3/7/2020 |
| 778837083 | Attrited Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 3 | 3 | 3 | 12906.0 | 321 | 12585.0 | 0.760 | 2078 | 62 | 0.550 | 0.025 | 4/1/2020 |
| 768632958 | Attrited Customer | 59 | F | 1 | Graduate | Single | Unknown | Blue | 49 | 3 | 4 | 6 | 8708.0 | 1091 | 7617.0 | 0.904 | 2508 | 49 | 0.885 | 0.125 | 8/1/2019 |
| 715622508 | Attrited Customer | 52 | M | 2 | Unknown | Married | $80K - $120K | Blue | 41 | 6 | 4 | 3 | 7904.0 | 0 | 7904.0 | 0.712 | 2094 | 32 | 0.231 | 0.000 | 5/25/2019 |
| 708402333 | Existing Customer | 48 | F | 2 | Doctorate | Divorced | Unknown | Blue | 37 | 6 | 2 | 0 | 4549.0 | 1313 | 3236.0 | 0.777 | 4782 | 88 | 0.660 | 0.289 | 1/29/2020 |
| 708946008 | Attrited Customer | 46 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1438.3 | 1214 | 224.3 | 0.783 | 2445 | 39 | 0.444 | 0.844 | 11/10/2022 |
| 715625658 | Existing Customer | 49 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 4476.0 | 1492 | 2984.0 | 0.933 | 4603 | 87 | 0.706 | 0.333 | 11/10/2022 |
| 789599283 | Existing Customer | 44 | F | 3 | College | Divorced | Unknown | Blue | 38 | 5 | 3 | 2 | 2002.0 | 1448 | 554.0 | 0.734 | 3406 | 62 | 0.632 | 0.723 | 1/9/2019 |
| 708960858 | Existing Customer | 40 | M | 4 | High School | Married | $80K - $120K | Blue | 21 | 3 | 2 | 3 | 11502.0 | 2066 | 9436.0 | 0.889 | 4786 | 85 | 1.125 | 0.180 | 5/7/2019 |
| 814840833 | Attrited Customer | 44 | M | 4 | Doctorate | Married | $120K + | Blue | 39 | 4 | 3 | 2 | 7924.0 | 2517 | 5407.0 | 0.663 | 2393 | 37 | 0.682 | 0.318 | 6/7/2021 |
| 772082208 | Existing Customer | 39 | M | 1 | Graduate | Single | $120K + | Blue | 28 | 4 | 2 | 2 | 16199.0 | 0 | 16199.0 | 0.771 | 4254 | 82 | 0.673 | 0.000 | 1/28/2019 |
| 711597183 | Existing Customer | 43 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 34 | 5 | 3 | 2 | 1452.0 | 0 | 1452.0 | 0.970 | 4571 | 72 | 0.846 | 0.000 | 3/28/2019 |
| 712110333 | Attrited Customer | 37 | F | 3 | High School | Single | Unknown | Blue | 18 | 4 | 1 | 3 | 2179.0 | 0 | 2179.0 | 0.725 | 2568 | 48 | 0.297 | 0.000 | 8/18/2020 |
| 718673358 | Attrited Customer | 35 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 30 | 5 | 3 | 4 | 13590.0 | 1528 | 12062.0 | 0.728 | 2137 | 52 | 0.486 | 0.112 | 12/10/2019 |
| 712479633 | Attrited Customer | 31 | F | 1 | Unknown | Single | Less than $40K | Blue | 20 | 3 | 1 | 2 | 1695.0 | 0 | 1695.0 | 0.561 | 2428 | 43 | 0.593 | 0.000 | 8/10/2021 |
| 716108283 | Existing Customer | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 3 | 3 | 4430.0 | 1579 | 2851.0 | 0.836 | 4833 | 82 | 0.673 | 0.356 | 2/22/2022 |
| 779360808 | Existing Customer | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2919.0 | 2032 | 887.0 | 0.654 | 4937 | 75 | 0.667 | 0.696 | 4/2/2020 |
| 716352033 | Existing Customer | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2796.0 | 1035 | 1761.0 | 0.664 | 4869 | 78 | 0.857 | 0.370 | 10/20/2019 |
| 716643033 | Attrited Customer | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 3 | 3 | 3 | 2580.0 | 2137 | 443.0 | 1.056 | 2981 | 40 | 0.481 | 0.828 | 11/12/2020 |
| 711567333 | Existing Customer | 43 | M | 1 | High School | Single | $60K - $80K | Blue | 31 | 5 | 3 | 2 | 2834.0 | 1720 | 1114.0 | 0.620 | 4581 | 70 | 0.591 | 0.607 | 1/24/2020 |
| 788756133 | Existing Customer | 44 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 24 | 4 | 1 | 2 | 2617.0 | 1508 | 1109.0 | 1.393 | 4400 | 60 | 0.818 | 0.576 | 10/30/2020 |
| 755437533 | Existing Customer | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 41 | 3 | 3 | 2 | 1522.0 | 1273 | 249.0 | 0.735 | 5005 | 77 | 0.674 | 0.836 | 8/4/2019 |
| 713573508 | Attrited Customer | 41 | M | 4 | Graduate | Unknown | $40K - $60K | Silver | 32 | 4 | 2 | 4 | 16509.0 | 425 | 16084.0 | 0.356 | 1740 | 43 | 0.387 | 0.026 | 1/6/2019 |
| 709430508 | Attrited Customer | 40 | M | 4 | High School | Unknown | $40K - $60K | Blue | 32 | 1 | 2 | 3 | 7316.0 | 1335 | 5981.0 | 0.563 | 1849 | 50 | 0.471 | 0.182 | 5/14/2022 |
| 710645583 | Existing Customer | 44 | F | 2 | Uneducated | Single | Unknown | Blue | 37 | 5 | 1 | 2 | 7627.0 | 1742 | 5885.0 | 0.771 | 4349 | 75 | 0.705 | 0.228 | 10/11/2020 |
| 714253983 | Existing Customer | 44 | M | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 9465.0 | 0 | 9465.0 | 0.657 | 3675 | 59 | 1.107 | 0.000 | 3/4/2020 |
| 771566208 | Existing Customer | 48 | M | 3 | College | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8795.0 | 1318 | 7477.0 | 0.563 | 4681 | 74 | 0.682 | 0.150 | 2/10/2020 |
| 713314533 | Attrited Customer | 40 | M | 2 | Unknown | Single | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 12283.0 | 0 | 12283.0 | 0.413 | 1993 | 41 | 0.323 | 0.000 | 12/20/2020 |
| 720725883 | Existing Customer | 34 | F | 2 | College | Single | Less than $40K | Blue | 20 | 5 | 2 | 3 | 2715.0 | 1503 | 1212.0 | 0.704 | 4177 | 68 | 0.659 | 0.554 | 12/25/2019 |
| 708539583 | Existing Customer | 44 | F | 3 | Unknown | Married | Unknown | Blue | 25 | 6 | 1 | 3 | 19897.0 | 2232 | 17665.0 | 0.672 | 3979 | 63 | 0.500 | 0.112 | 1/30/2020 |
| 716747283 | Existing Customer | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2097.0 | 1224 | 873.0 | 0.819 | 5059 | 79 | 0.681 | 0.584 | 10/26/2022 |
| 787519683 | Existing Customer | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 2 | 2 | 3028.0 | 2270 | 758.0 | 0.804 | 4727 | 78 | 0.660 | 0.750 | 10/2/2019 |
| 721044333 | Existing Customer | 34 | F | 2 | College | Single | Less than $40K | Blue | 22 | 5 | 2 | 0 | 1695.0 | 761 | 934.0 | 0.797 | 4905 | 91 | 0.750 | 0.449 | 11/18/2019 |
| 713679633 | Attrited Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 5 | 1438.3 | 0 | 1438.3 | 0.305 | 1813 | 51 | 0.759 | 0.000 | 5/11/2022 |
| 711126483 | Existing Customer | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 4 | 3 | 3 | 1438.3 | 599 | 839.3 | 0.897 | 5136 | 76 | 0.900 | 0.416 | 8/28/2019 |
| 814191333 | Attrited Customer | 55 | M | 2 | Unknown | Divorced | $120K + | Blue | 50 | 5 | 4 | 3 | 24250.0 | 278 | 23972.0 | 0.647 | 2153 | 41 | 0.577 | 0.011 | 10/25/2022 |
| 715040208 | Existing Customer | 49 | F | 2 | Graduate | Single | Unknown | Blue | 38 | 6 | 3 | 3 | 5076.0 | 871 | 4205.0 | 0.693 | 4115 | 72 | 0.600 | 0.172 | 4/4/2019 |
| 710769258 | Existing Customer | 40 | F | 2 | Graduate | Single | Unknown | Blue | 27 | 4 | 2 | 3 | 4438.0 | 1513 | 2925.0 | 0.807 | 3895 | 75 | 0.829 | 0.341 | 11/16/2021 |
| 715227633 | Existing Customer | 36 | F | 3 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1964.0 | 0 | 1964.0 | 0.776 | 4240 | 60 | 0.622 | 0.000 | 4/3/2019 |
| 708635058 | Existing Customer | 53 | F | 0 | High School | Single | Less than $40K | Blue | 44 | 4 | 1 | 1 | 1904.0 | 886 | 1018.0 | 0.695 | 4798 | 85 | 0.809 | 0.465 | 1/14/2020 |
| 709051533 | Existing Customer | 46 | F | 1 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 3 | 0 | 2933.0 | 1569 | 1364.0 | 0.648 | 4956 | 92 | 0.673 | 0.535 | 6/24/2021 |
| 718940208 | Existing Customer | 55 | F | 0 | Graduate | Single | Unknown | Blue | 44 | 6 | 1 | 3 | 18202.0 | 1841 | 16361.0 | 0.760 | 3551 | 68 | 0.700 | 0.101 | 4/23/2019 |
| 712361583 | Existing Customer | 47 | M | 5 | Graduate | Married | $80K - $120K | Silver | 36 | 3 | 3 | 1 | 34516.0 | 760 | 33756.0 | 0.407 | 3756 | 67 | 0.558 | 0.022 | 5/22/2022 |
| 708390633 | Existing Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 5 | 5 | 3 | 2421.0 | 2312 | 109.0 | 0.674 | 4219 | 69 | 0.605 | 0.955 | 9/13/2020 |
| 720281508 | Existing Customer | 44 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 34 | 3 | 1 | 2 | 2406.0 | 1491 | 915.0 | 0.606 | 4625 | 91 | 0.685 | 0.620 | 9/27/2019 |
| 720885558 | Existing Customer | 51 | F | 2 | High School | Single | $40K - $60K | Blue | 37 | 5 | 1 | 1 | 2621.0 | 2426 | 195.0 | 0.727 | 4885 | 74 | 1.114 | 0.926 | 11/30/2019 |
| 709781208 | Existing Customer | 34 | F | 0 | Unknown | Married | Less than $40K | Blue | 26 | 5 | 3 | 1 | 2291.0 | 0 | 2291.0 | 0.892 | 5409 | 82 | 0.822 | 0.000 | 12/14/2022 |
| 710086308 | Existing Customer | 46 | F | 4 | High School | Unknown | $40K - $60K | Blue | 38 | 6 | 2 | 0 | 3645.0 | 1179 | 2466.0 | 0.559 | 4680 | 87 | 0.933 | 0.323 | 12/24/2020 |
| 713282733 | Existing Customer | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 4 | 3 | 1 | 3375.0 | 1730 | 1645.0 | 0.514 | 4341 | 64 | 0.684 | 0.513 | 3/18/2019 |
| 815812683 | Existing Customer | 47 | M | 3 | Unknown | Single | $120K + | Blue | 42 | 5 | 3 | 2 | 8856.0 | 1433 | 7423.0 | 0.811 | 5072 | 77 | 0.711 | 0.162 | 11/6/2022 |
| 708204033 | Existing Customer | 36 | F | 5 | Unknown | Single | Less than $40K | Blue | 24 | 3 | 1 | 1 | 2980.0 | 2093 | 887.0 | 0.522 | 4132 | 70 | 0.667 | 0.702 | 4/4/2021 |
| 720040158 | Existing Customer | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 17656.0 | 0 | 17656.0 | 0.727 | 4633 | 71 | 0.868 | 0.000 | 7/31/2022 |
| 755996583 | Attrited Customer | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 50 | 5 | 0 | 3 | 2475.0 | 0 | 2475.0 | 0.823 | 2574 | 43 | 0.654 | 0.000 | 11/14/2021 |
| 711359058 | Existing Customer | 46 | F | 4 | High School | Single | Less than $40K | Blue | 33 | 3 | 2 | 2 | 3942.0 | 1711 | 2231.0 | 0.610 | 4622 | 71 | 0.614 | 0.434 | 6/27/2021 |
| 714064908 | Existing Customer | 57 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1771.0 | 1289 | 482.0 | 0.911 | 4813 | 84 | 0.867 | 0.728 | 7/18/2020 |
| 717074283 | Attrited Customer | 45 | F | 3 | Graduate | Divorced | Unknown | Blue | 37 | 5 | 2 | 6 | 17678.0 | 0 | 17678.0 | 0.788 | 2566 | 49 | 0.815 | 0.000 | 12/16/2022 |
| 765847383 | Existing Customer | 50 | M | 1 | Graduate | Married | $120K + | Blue | 43 | 4 | 5 | 3 | 20958.0 | 0 | 20958.0 | 0.769 | 4425 | 78 | 0.696 | 0.000 | 4/28/2020 |
| 789531633 | Existing Customer | 53 | F | 4 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 2 | 4117.0 | 777 | 3340.0 | 0.592 | 5218 | 88 | 0.600 | 0.189 | 12/18/2021 |
| 820593033 | Existing Customer | 43 | F | 2 | Graduate | Single | $40K - $60K | Silver | 39 | 3 | 1 | 2 | 18524.0 | 1736 | 16788.0 | 0.762 | 4496 | 64 | 0.882 | 0.094 | 10/5/2019 |
| 710078358 | Existing Customer | 36 | M | 4 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 1 | 1 | 2222.0 | 1291 | 931.0 | 0.988 | 4095 | 88 | 0.630 | 0.581 | 4/18/2019 |
| 715025208 | Existing Customer | 56 | F | 2 | College | Married | Less than $40K | Blue | 46 | 5 | 3 | 3 | 3119.0 | 1778 | 1341.0 | 1.010 | 4168 | 63 | 0.853 | 0.570 | 1/19/2021 |
| 709596783 | Existing Customer | 46 | M | 3 | College | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 1611.0 | 0 | 1611.0 | 0.731 | 4444 | 78 | 0.857 | 0.000 | 5/19/2020 |
| 715960308 | Attrited Customer | 53 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 44 | 3 | 3 | 3 | 4090.0 | 2517 | 1573.0 | 0.562 | 2016 | 49 | 0.690 | 0.615 | 7/23/2019 |
| 716653758 | Existing Customer | 55 | M | 0 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 1467.0 | 0 | 1467.0 | 0.739 | 4226 | 74 | 0.850 | 0.000 | 10/20/2019 |
| 787268733 | Existing Customer | 52 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 1 | 2 | 2442.0 | 1507 | 935.0 | 0.631 | 4535 | 85 | 0.809 | 0.617 | 9/29/2022 |
| 789923058 | Attrited Customer | 53 | F | 1 | High School | Married | $40K - $60K | Blue | 44 | 3 | 3 | 3 | 1816.0 | 0 | 1816.0 | 0.884 | 2474 | 44 | 0.692 | 0.000 | 8/30/2022 |
| 771079833 | Existing Customer | 40 | F | 3 | High School | Single | Less than $40K | Blue | 27 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.845 | 4332 | 78 | 0.696 | 0.000 | 3/11/2019 |
| 710507733 | Existing Customer | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 1 | 14958.0 | 1644 | 13314.0 | 0.686 | 4038 | 68 | 0.511 | 0.110 | 4/27/2019 |
| 779269158 | Attrited Customer | 43 | F | 2 | Graduate | Married | Unknown | Blue | 25 | 4 | 2 | 4 | 21961.0 | 0 | 21961.0 | 0.653 | 2237 | 39 | 0.393 | 0.000 | 12/21/2021 |
| 711627558 | Existing Customer | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 30 | 5 | 1 | 2 | 1625.0 | 912 | 713.0 | 0.877 | 3968 | 73 | 0.698 | 0.561 | 10/1/2020 |
| 710536983 | Existing Customer | 49 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 3007.0 | 2517 | 490.0 | 0.853 | 4423 | 67 | 0.675 | 0.837 | 9/28/2022 |
| 712237458 | Existing Customer | 47 | M | 3 | Unknown | Married | $120K + | Blue | 28 | 3 | 2 | 2 | 11629.0 | 802 | 10827.0 | 0.912 | 3752 | 78 | 0.902 | 0.069 | 4/22/2019 |
| 778289883 | Attrited Customer | 42 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 32 | 3 | 3 | 3 | 1507.0 | 0 | 1507.0 | 0.806 | 2528 | 41 | 0.640 | 0.000 | 4/7/2022 |
| 714154533 | Existing Customer | 45 | F | 3 | High School | Single | Unknown | Blue | 36 | 6 | 1 | 2 | 3111.0 | 1994 | 1117.0 | 0.753 | 4478 | 56 | 0.697 | 0.641 | 4/1/2021 |
| 803657133 | Existing Customer | 60 | M | 1 | Graduate | Single | $40K - $60K | Blue | 54 | 6 | 3 | 3 | 1848.0 | 1408 | 440.0 | 0.779 | 4757 | 75 | 0.923 | 0.762 | 7/25/2020 |
| 769053033 | Attrited Customer | 44 | F | 1 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 2 | 5 | 4142.0 | 2517 | 1625.0 | 0.809 | 2104 | 44 | 0.833 | 0.608 | 1/26/2022 |
| 713613258 | Existing Customer | 46 | M | 4 | High School | Single | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.746 | 4461 | 71 | 0.821 | 0.000 | 4/17/2021 |
| 768544833 | Existing Customer | 45 | F | 4 | Uneducated | Single | Less than $40K | Blue | 39 | 6 | 2 | 3 | 2202.0 | 1414 | 788.0 | 0.593 | 4531 | 77 | 0.540 | 0.642 | 6/9/2022 |
| 720782658 | Existing Customer | 42 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 3591.0 | 1749 | 1842.0 | 0.733 | 5079 | 80 | 0.905 | 0.487 | 3/27/2022 |
| 768162108 | Attrited Customer | 49 | M | 3 | College | Married | $120K + | Blue | 43 | 5 | 3 | 3 | 4781.0 | 0 | 4781.0 | 0.788 | 2451 | 50 | 0.667 | 0.000 | 12/22/2019 |
| 710511858 | Existing Customer | 58 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3832.0 | 1439 | 2393.0 | 0.851 | 4741 | 88 | 0.760 | 0.376 | 5/20/2019 |
| 714516033 | Existing Customer | 53 | M | 3 | High School | Married | $120K + | Blue | 44 | 4 | 2 | 0 | 9025.0 | 1005 | 8020.0 | 0.568 | 4412 | 87 | 0.706 | 0.111 | 1/26/2022 |
| 788630958 | Existing Customer | 44 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 28 | 3 | 1 | 2 | 11627.0 | 0 | 11627.0 | 0.638 | 3264 | 67 | 0.396 | 0.000 | 7/26/2021 |
| 717646008 | Existing Customer | 61 | F | 1 | College | Married | Unknown | Blue | 46 | 6 | 2 | 2 | 5686.0 | 0 | 5686.0 | 1.027 | 4338 | 67 | 0.675 | 0.000 | 9/8/2022 |
| 712290258 | Existing Customer | 49 | F | 1 | Unknown | Married | Less than $40K | Blue | 40 | 5 | 1 | 3 | 2636.0 | 1840 | 796.0 | 0.844 | 4056 | 67 | 0.811 | 0.698 | 11/14/2020 |
| 716292033 | Existing Customer | 37 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.568 | 4815 | 84 | 0.787 | 0.000 | 5/3/2021 |
| 780372408 | Existing Customer | 43 | F | 5 | High School | Single | Less than $40K | Blue | 33 | 6 | 2 | 2 | 4976.0 | 866 | 4110.0 | 0.985 | 4317 | 69 | 0.568 | 0.174 | 1/11/2022 |
| 720853158 | Existing Customer | 38 | F | 3 | High School | Single | Unknown | Blue | 24 | 6 | 3 | 3 | 13951.0 | 1607 | 12344.0 | 0.932 | 4576 | 70 | 0.591 | 0.115 | 2/12/2019 |
| 823507833 | Existing Customer | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 40 | 4 | 3 | 2 | 14370.0 | 945 | 13425.0 | 0.557 | 4510 | 79 | 0.646 | 0.066 | 3/3/2022 |
| 711111633 | Existing Customer | 60 | M | 1 | High School | Single | $40K - $60K | Silver | 49 | 5 | 2 | 2 | 21681.0 | 0 | 21681.0 | 0.704 | 3844 | 75 | 1.083 | 0.000 | 10/11/2021 |
| 709904508 | Existing Customer | 59 | F | 0 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 5 | 3 | 3 | 2634.0 | 1644 | 990.0 | 1.092 | 4190 | 71 | 0.732 | 0.624 | 3/22/2021 |
| 712022883 | Existing Customer | 37 | F | 2 | High School | Single | $40K - $60K | Blue | 27 | 4 | 1 | 2 | 2204.0 | 919 | 1285.0 | 0.712 | 4555 | 82 | 1.000 | 0.417 | 9/10/2022 |
| 712173108 | Existing Customer | 48 | F | 1 | Unknown | Unknown | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 2447.0 | 1991 | 456.0 | 0.719 | 4228 | 82 | 0.708 | 0.814 | 7/12/2020 |
| 714156633 | Existing Customer | 60 | F | 0 | Unknown | Single | Unknown | Blue | 36 | 3 | 3 | 2 | 3068.0 | 0 | 3068.0 | 0.897 | 4533 | 79 | 0.795 | 0.000 | 6/18/2022 |
| 714581358 | Attrited Customer | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 3 | 4 | 1502.0 | 0 | 1502.0 | 0.529 | 2204 | 36 | 0.440 | 0.000 | 4/26/2022 |
| 713256033 | Existing Customer | 39 | F | 3 | Uneducated | Single | Unknown | Blue | 25 | 5 | 3 | 3 | 4181.0 | 1604 | 2577.0 | 0.659 | 3955 | 74 | 0.574 | 0.384 | 1/6/2019 |
| 825831933 | Existing Customer | 52 | F | 3 | High School | Married | Less than $40K | Blue | 48 | 4 | 2 | 2 | 3136.0 | 1103 | 2033.0 | 0.812 | 4528 | 81 | 0.884 | 0.352 | 8/25/2019 |
| 720274158 | Existing Customer | 42 | F | 4 | High School | Married | Less than $40K | Blue | 35 | 4 | 2 | 2 | 4478.0 | 1700 | 2778.0 | 0.655 | 3879 | 76 | 1.235 | 0.380 | 3/6/2021 |
| 772394883 | Attrited Customer | 60 | F | 1 | Uneducated | Single | Unknown | Blue | 50 | 3 | 6 | 3 | 7359.0 | 0 | 7359.0 | 0.768 | 2869 | 43 | 0.433 | 0.000 | 1/10/2022 |
| 794253108 | Existing Customer | 52 | M | 4 | Graduate | Single | $40K - $60K | Blue | 46 | 3 | 3 | 2 | 13090.0 | 0 | 13090.0 | 0.750 | 3851 | 78 | 1.000 | 0.000 | 2/17/2020 |
| 720899883 | Existing Customer | 44 | F | 1 | High School | Married | $40K - $60K | Blue | 35 | 6 | 2 | 2 | 6849.0 | 0 | 6849.0 | 0.736 | 3770 | 82 | 0.864 | 0.000 | 8/8/2020 |
| 714313608 | Existing Customer | 36 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 4228.0 | 1886 | 2342.0 | 1.076 | 4356 | 74 | 0.682 | 0.446 | 4/9/2022 |
| 716602683 | Existing Customer | 49 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5678.0 | 2082 | 3596.0 | 0.830 | 5092 | 70 | 0.707 | 0.367 | 7/26/2022 |
| 715928808 | Existing Customer | 42 | F | 2 | High School | Married | Less than $40K | Blue | 31 | 3 | 5 | 2 | 3964.0 | 1218 | 2746.0 | 0.593 | 4580 | 75 | 1.419 | 0.307 | 5/11/2022 |
| 771899433 | Attrited Customer | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 5 | 2 | 4 | 7970.0 | 2434 | 5536.0 | 0.406 | 1263 | 27 | 0.350 | 0.305 | 8/16/2019 |
| 714771708 | Existing Customer | 36 | F | 0 | College | Unknown | Unknown | Blue | 26 | 5 | 3 | 3 | 4692.0 | 0 | 4692.0 | 0.837 | 4281 | 69 | 0.643 | 0.000 | 12/14/2019 |
| 709711758 | Attrited Customer | 45 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 32 | 3 | 2 | 2 | 1942.0 | 0 | 1942.0 | 0.366 | 1853 | 31 | 0.107 | 0.000 | 12/27/2020 |
| 721137558 | Attrited Customer | 40 | M | 4 | Graduate | Divorced | $40K - $60K | Blue | 28 | 1 | 2 | 3 | 5821.0 | 894 | 4927.0 | 0.461 | 2011 | 42 | 0.273 | 0.154 | 12/4/2021 |
| 820268358 | Existing Customer | 48 | F | 4 | Post-Graduate | Unknown | Less than $40K | Blue | 43 | 4 | 1 | 3 | 2357.0 | 1462 | 895.0 | 0.734 | 4534 | 75 | 1.027 | 0.620 | 8/27/2020 |
| 709273383 | Existing Customer | 54 | F | 0 | Unknown | Married | Unknown | Blue | 36 | 3 | 1 | 2 | 8294.0 | 696 | 7598.0 | 0.806 | 4136 | 77 | 1.200 | 0.084 | 12/1/2022 |
| 822959133 | Existing Customer | 32 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 26 | 4 | 3 | 3 | 3174.0 | 2084 | 1090.0 | 0.636 | 4508 | 83 | 1.075 | 0.657 | 8/17/2019 |
| 720491958 | Existing Customer | 34 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.734 | 4302 | 74 | 0.762 | 0.000 | 10/18/2022 |
| 713607108 | Existing Customer | 46 | F | 2 | College | Divorced | Less than $40K | Blue | 31 | 6 | 1 | 2 | 1852.0 | 1428 | 424.0 | 0.795 | 4486 | 61 | 0.848 | 0.771 | 8/16/2019 |
| 709729533 | Attrited Customer | 47 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 1809.0 | 457 | 1352.0 | 0.703 | 2169 | 49 | 0.485 | 0.253 | 2/1/2020 |
| 717890583 | Existing Customer | 48 | F | 1 | Graduate | Divorced | $40K - $60K | Blue | 38 | 4 | 1 | 2 | 3503.0 | 1572 | 1931.0 | 0.866 | 4671 | 93 | 0.632 | 0.449 | 9/14/2020 |
| 718384233 | Existing Customer | 52 | M | 5 | Doctorate | Single | $40K - $60K | Silver | 39 | 4 | 2 | 2 | 17835.0 | 868 | 16967.0 | 0.723 | 4258 | 58 | 0.657 | 0.049 | 2/11/2021 |
| 713401758 | Existing Customer | 45 | M | 2 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 3383.0 | 1458 | 1925.0 | 0.678 | 4897 | 75 | 0.562 | 0.431 | 8/17/2022 |
| 773257233 | Existing Customer | 46 | F | 4 | Unknown | Single | Less than $40K | Blue | 39 | 4 | 2 | 3 | 7128.0 | 1457 | 5671.0 | 0.553 | 3534 | 70 | 0.591 | 0.204 | 12/20/2019 |
| 713556033 | Existing Customer | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 22 | 5 | 2 | 3 | 1438.3 | 790 | 648.3 | 0.615 | 3959 | 59 | 0.735 | 0.549 | 5/7/2020 |
| 719265108 | Existing Customer | 42 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 6 | 3 | 2 | 3815.0 | 1190 | 2625.0 | 0.852 | 4430 | 94 | 0.741 | 0.312 | 3/18/2019 |
| 778740708 | Existing Customer | 39 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 3 | 2 | 1902.0 | 962 | 940.0 | 0.534 | 4203 | 69 | 0.725 | 0.506 | 4/7/2019 |
| 710952933 | Existing Customer | 43 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2077.0 | 1254 | 823.0 | 0.821 | 4226 | 75 | 1.143 | 0.604 | 7/14/2020 |
| 720991833 | Attrited Customer | 48 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2514.0 | 2090 | 424.0 | 0.842 | 2603 | 53 | 0.606 | 0.831 | 12/31/2022 |
| 779954658 | Existing Customer | 56 | M | 4 | High School | Single | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.846 | 4714 | 82 | 0.745 | 0.000 | 9/24/2022 |
| 714204108 | Existing Customer | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 0 | 2144.0 | 1492 | 652.0 | 0.960 | 3859 | 55 | 0.571 | 0.696 | 2/27/2022 |
| 805546308 | Existing Customer | 65 | F | 0 | High School | Single | Less than $40K | Blue | 56 | 3 | 3 | 2 | 5951.0 | 2517 | 3434.0 | 0.787 | 4554 | 83 | 0.694 | 0.423 | 3/1/2020 |
| 716244933 | Existing Customer | 54 | F | 3 | High School | Divorced | Unknown | Blue | 36 | 3 | 5 | 3 | 4806.0 | 0 | 4806.0 | 0.827 | 4674 | 87 | 0.740 | 0.000 | 8/26/2021 |
| 712018233 | Existing Customer | 42 | F | 3 | Graduate | Single | Unknown | Blue | 34 | 3 | 3 | 3 | 16612.0 | 2517 | 14095.0 | 0.602 | 4697 | 94 | 0.808 | 0.152 | 1/25/2020 |
| 802878408 | Existing Customer | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 47 | 6 | 2 | 2 | 2799.0 | 0 | 2799.0 | 0.689 | 4116 | 88 | 0.571 | 0.000 | 7/15/2019 |
| 719504433 | Existing Customer | 63 | M | 0 | Unknown | Single | $40K - $60K | Silver | 54 | 4 | 3 | 3 | 18064.0 | 1695 | 16369.0 | 0.838 | 3434 | 71 | 0.479 | 0.094 | 12/20/2019 |
| 794558658 | Existing Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 1 | 3 | 2560.0 | 1430 | 1130.0 | 0.766 | 4783 | 86 | 0.792 | 0.559 | 1/26/2020 |
| 711634008 | Existing Customer | 42 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 5821.0 | 0 | 5821.0 | 0.859 | 4591 | 70 | 1.188 | 0.000 | 1/16/2021 |
| 708260208 | Existing Customer | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2057.0 | 1279 | 778.0 | 0.562 | 4321 | 76 | 0.689 | 0.622 | 1/7/2021 |
| 713435058 | Existing Customer | 49 | F | 5 | High School | Divorced | Less than $40K | Blue | 42 | 5 | 2 | 3 | 1972.0 | 1489 | 483.0 | 0.690 | 4715 | 66 | 0.650 | 0.755 | 8/28/2021 |
| 719656533 | Existing Customer | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 2675.0 | 0 | 2675.0 | 0.700 | 4149 | 79 | 0.717 | 0.000 | 12/9/2020 |
| 719709558 | Existing Customer | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 3 | 1 | 2 | 6223.0 | 2126 | 4097.0 | 0.681 | 4518 | 79 | 0.795 | 0.342 | 3/9/2021 |
| 710311233 | Existing Customer | 44 | F | 4 | High School | Single | Unknown | Blue | 37 | 3 | 3 | 3 | 7632.0 | 0 | 7632.0 | 0.557 | 4498 | 86 | 0.623 | 0.000 | 9/17/2021 |
| 719216508 | Existing Customer | 55 | F | 1 | Unknown | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 1 | 3258.0 | 2517 | 741.0 | 0.985 | 4960 | 77 | 0.750 | 0.773 | 5/24/2022 |
| 713105508 | Existing Customer | 46 | M | 3 | High School | Single | $60K - $80K | Silver | 29 | 4 | 3 | 3 | 34516.0 | 2040 | 32476.0 | 0.764 | 3754 | 53 | 1.038 | 0.059 | 1/15/2019 |
| 710719683 | Existing Customer | 49 | F | 1 | High School | Divorced | $40K - $60K | Blue | 43 | 3 | 3 | 2 | 3054.0 | 845 | 2209.0 | 0.731 | 4460 | 88 | 0.692 | 0.277 | 5/14/2021 |
| 817892208 | Existing Customer | 35 | F | 2 | Doctorate | Single | Less than $40K | Blue | 30 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 1.126 | 4006 | 72 | 0.946 | 0.000 | 6/7/2022 |
| 714102183 | Attrited Customer | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 7970.0 | 2282 | 5688.0 | 0.280 | 1872 | 41 | 0.206 | 0.286 | 12/28/2022 |
| 715410783 | Attrited Customer | 55 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1836.0 | 572 | 1264.0 | 0.758 | 2400 | 34 | 0.789 | 0.312 | 1/16/2020 |
| 718202658 | Existing Customer | 47 | M | 3 | Graduate | Unknown | $120K + | Blue | 36 | 3 | 2 | 3 | 9397.0 | 795 | 8602.0 | 0.749 | 5265 | 98 | 0.581 | 0.085 | 1/13/2020 |
| 719445633 | Existing Customer | 60 | F | 0 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1601.0 | 0 | 1601.0 | 0.829 | 4919 | 69 | 1.091 | 0.000 | 11/1/2021 |
| 709820658 | Existing Customer | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 34516.0 | 1170 | 33346.0 | 0.678 | 3785 | 64 | 0.600 | 0.034 | 3/29/2020 |
| 718481283 | Existing Customer | 51 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 5 | 1 | 3 | 1822.0 | 1114 | 708.0 | 0.539 | 5210 | 73 | 0.553 | 0.611 | 12/28/2022 |
| 789300408 | Existing Customer | 41 | M | 4 | High School | Married | Less than $40K | Blue | 30 | 3 | 2 | 2 | 1614.0 | 700 | 914.0 | 0.842 | 4293 | 87 | 0.812 | 0.434 | 9/28/2019 |
| 711970533 | Existing Customer | 54 | F | 4 | Unknown | Married | Less than $40K | Blue | 41 | 3 | 2 | 0 | 1491.0 | 1349 | 142.0 | 0.756 | 4365 | 71 | 0.732 | 0.905 | 8/23/2021 |
| 815088483 | Existing Customer | 28 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 23 | 4 | 1 | 3 | 2543.0 | 1156 | 1387.0 | 0.641 | 3864 | 64 | 0.684 | 0.455 | 2/28/2019 |
| 717139608 | Existing Customer | 50 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3462.0 | 1817 | 1645.0 | 0.717 | 4635 | 65 | 0.711 | 0.525 | 2/8/2019 |
| 717626508 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 1699.0 | 0 | 1699.0 | 0.653 | 5495 | 87 | 0.642 | 0.000 | 12/13/2022 |
| 767668908 | Attrited Customer | 46 | F | 3 | Graduate | Married | Unknown | Blue | 40 | 3 | 4 | 3 | 13095.0 | 1836 | 11259.0 | 0.432 | 1552 | 32 | 0.185 | 0.140 | 12/28/2020 |
| 712484733 | Existing Customer | 47 | M | 5 | Unknown | Single | $60K - $80K | Blue | 32 | 6 | 2 | 3 | 8823.0 | 2517 | 6306.0 | 0.812 | 4674 | 85 | 0.848 | 0.285 | 9/27/2021 |
| 716216958 | Existing Customer | 48 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 42 | 6 | 1 | 1 | 4429.0 | 883 | 3546.0 | 0.688 | 4386 | 63 | 0.537 | 0.199 | 3/30/2022 |
| 714246333 | Attrited Customer | 58 | F | 4 | High School | Married | Unknown | Blue | 48 | 1 | 4 | 3 | 5396.0 | 1803 | 3593.0 | 0.493 | 2107 | 39 | 0.393 | 0.334 | 8/29/2020 |
| 718693683 | Existing Customer | 65 | F | 0 | High School | Single | $40K - $60K | Blue | 53 | 4 | 1 | 3 | 2418.0 | 2205 | 213.0 | 0.840 | 3918 | 74 | 0.510 | 0.912 | 11/19/2019 |
| 716298633 | Existing Customer | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 2086.0 | 1792 | 294.0 | 0.859 | 5774 | 84 | 0.909 | 0.859 | 6/24/2021 |
| 755661933 | Attrited Customer | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 3 | 3 | 1899.0 | 671 | 1228.0 | 0.736 | 2434 | 45 | 0.406 | 0.353 | 6/16/2022 |
| 712914783 | Existing Customer | 43 | M | 5 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 1 | 2 | 7564.0 | 0 | 7564.0 | 0.610 | 4743 | 82 | 0.822 | 0.000 | 4/5/2019 |
| 711240108 | Existing Customer | 41 | M | 2 | Graduate | Married | $60K - $80K | Blue | 31 | 3 | 2 | 2 | 13116.0 | 1225 | 11891.0 | 0.735 | 4800 | 61 | 0.605 | 0.093 | 12/2/2020 |
| 721396758 | Existing Customer | 35 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 1438.3 | 606 | 832.3 | 0.692 | 5062 | 80 | 0.818 | 0.421 | 9/18/2019 |
| 715636533 | Existing Customer | 48 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 3716.0 | 0 | 3716.0 | 0.886 | 4833 | 73 | 0.521 | 0.000 | 10/4/2021 |
| 711508608 | Existing Customer | 50 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 5 | 3 | 3069.0 | 1482 | 1587.0 | 0.663 | 4351 | 74 | 0.721 | 0.483 | 9/23/2019 |
| 716669658 | Attrited Customer | 51 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2006.0 | 1608 | 398.0 | 1.043 | 2760 | 38 | 0.652 | 0.802 | 3/3/2021 |
| 718212633 | Existing Customer | 45 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 2948.0 | 2232 | 716.0 | 0.858 | 3635 | 79 | 0.580 | 0.757 | 2/24/2019 |
| 708357183 | Existing Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 38 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 1.001 | 3511 | 64 | 0.882 | 0.000 | 10/7/2021 |
| 713629533 | Existing Customer | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1438.3 | 670 | 768.3 | 0.909 | 4321 | 83 | 0.804 | 0.466 | 5/29/2022 |
| 771450708 | Existing Customer | 58 | F | 3 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 3 | 1 | 4669.0 | 1913 | 2756.0 | 0.591 | 4363 | 73 | 0.973 | 0.410 | 5/2/2021 |
| 711311883 | Existing Customer | 48 | F | 2 | Graduate | Married | Less than $40K | Silver | 35 | 5 | 2 | 2 | 13994.0 | 0 | 13994.0 | 0.570 | 3299 | 63 | 0.853 | 0.000 | 9/3/2019 |
| 802673508 | Attrited Customer | 57 | M | 2 | Graduate | Single | $120K + | Blue | 51 | 3 | 5 | 3 | 8760.0 | 0 | 8760.0 | 0.726 | 2460 | 39 | 0.560 | 0.000 | 5/24/2019 |
| 708113208 | Existing Customer | 53 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1688.0 | 0 | 1688.0 | 0.641 | 4375 | 69 | 0.605 | 0.000 | 6/24/2019 |
| 788786208 | Existing Customer | 46 | F | 2 | College | Married | Unknown | Blue | 27 | 6 | 3 | 3 | 9881.0 | 1794 | 8087.0 | 0.582 | 4725 | 85 | 0.735 | 0.182 | 10/19/2019 |
| 720043533 | Existing Customer | 39 | M | 4 | Graduate | Single | $60K - $80K | Blue | 26 | 6 | 2 | 0 | 4534.0 | 917 | 3617.0 | 0.840 | 4211 | 66 | 0.610 | 0.202 | 5/6/2019 |
| 801083133 | Existing Customer | 57 | F | 4 | Uneducated | Single | Less than $40K | Blue | 51 | 5 | 3 | 3 | 3545.0 | 1446 | 2099.0 | 0.638 | 3691 | 69 | 0.917 | 0.408 | 10/4/2019 |
| 716246733 | Existing Customer | 57 | F | 2 | College | Single | Less than $40K | Blue | 49 | 4 | 2 | 2 | 1857.0 | 1528 | 329.0 | 0.698 | 4681 | 71 | 0.868 | 0.823 | 3/24/2020 |
| 807157833 | Existing Customer | 56 | F | 4 | Uneducated | Single | Unknown | Blue | 51 | 5 | 1 | 1 | 3334.0 | 1272 | 2062.0 | 1.120 | 4284 | 73 | 0.587 | 0.382 | 10/3/2019 |
| 721032633 | Attrited Customer | 55 | F | 3 | Unknown | Single | $40K - $60K | Blue | 32 | 5 | 3 | 4 | 2496.0 | 1999 | 497.0 | 0.724 | 2590 | 50 | 0.667 | 0.801 | 7/20/2021 |
| 828285858 | Existing Customer | 41 | F | 3 | College | Married | Less than $40K | Blue | 37 | 3 | 1 | 2 | 1438.3 | 765 | 673.3 | 0.644 | 4053 | 66 | 0.692 | 0.532 | 6/4/2021 |
| 718890933 | Attrited Customer | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.680 | 2429 | 38 | 0.652 | 0.000 | 9/30/2019 |
| 711148308 | Existing Customer | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 4 | 2 | 2 | 9357.0 | 1285 | 8072.0 | 0.694 | 4173 | 77 | 0.711 | 0.137 | 6/13/2019 |
| 712810233 | Existing Customer | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2423.0 | 1674 | 749.0 | 0.644 | 4258 | 80 | 0.538 | 0.691 | 7/13/2022 |
| 714098883 | Existing Customer | 45 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 1936.0 | 1613 | 323.0 | 0.841 | 4773 | 80 | 0.818 | 0.833 | 11/26/2022 |
| 779327733 | Existing Customer | 43 | M | 1 | Graduate | Divorced | $60K - $80K | Blue | 25 | 4 | 3 | 3 | 1783.0 | 1014 | 769.0 | 0.956 | 3861 | 81 | 0.558 | 0.569 | 5/4/2022 |
| 716364408 | Existing Customer | 59 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.622 | 4155 | 62 | 0.632 | 0.000 | 2/26/2020 |
| 710461083 | Existing Customer | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.622 | 4333 | 84 | 0.826 | 0.000 | 10/25/2019 |
| 709306983 | Existing Customer | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Silver | 36 | 6 | 3 | 2 | 10580.0 | 1023 | 9557.0 | 0.907 | 4721 | 81 | 0.800 | 0.097 | 9/29/2021 |
| 769035933 | Existing Customer | 54 | F | 2 | Unknown | Single | Less than $40K | Blue | 48 | 5 | 3 | 2 | 4597.0 | 1316 | 3281.0 | 0.646 | 3507 | 68 | 0.511 | 0.286 | 9/6/2019 |
| 813182658 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 44 | 4 | 2 | 3 | 1656.0 | 929 | 727.0 | 0.898 | 4408 | 79 | 0.681 | 0.561 | 1/24/2022 |
| 781110408 | Existing Customer | 39 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 5 | 3 | 2 | 3279.0 | 0 | 3279.0 | 0.765 | 5048 | 75 | 0.923 | 0.000 | 10/11/2020 |
| 818007783 | Existing Customer | 49 | F | 3 | College | Married | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 2578.0 | 1590 | 988.0 | 0.657 | 4683 | 89 | 0.618 | 0.617 | 5/7/2019 |
| 708862233 | Existing Customer | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 30 | 3 | 3 | 3 | 4068.0 | 0 | 4068.0 | 1.121 | 5161 | 83 | 0.766 | 0.000 | 11/5/2019 |
| 714006333 | Attrited Customer | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2128.0 | 528 | 1600.0 | 0.525 | 2289 | 41 | 0.414 | 0.248 | 9/1/2022 |
| 770596458 | Attrited Customer | 45 | F | 2 | Doctorate | Married | Less than $40K | Blue | 31 | 4 | 3 | 4 | 2704.0 | 2262 | 442.0 | 0.870 | 2362 | 39 | 0.444 | 0.837 | 5/25/2020 |
| 789392883 | Existing Customer | 38 | F | 3 | Post-Graduate | Unknown | Less than $40K | Blue | 29 | 4 | 1 | 0 | 1878.0 | 1247 | 631.0 | 0.670 | 4650 | 71 | 0.614 | 0.664 | 2/12/2021 |
| 803805483 | Existing Customer | 46 | F | 3 | College | Married | Unknown | Blue | 40 | 3 | 3 | 3 | 10600.0 | 0 | 10600.0 | 0.777 | 4697 | 67 | 0.523 | 0.000 | 9/15/2020 |
| 709534083 | Attrited Customer | 58 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 6 | 9909.0 | 0 | 9909.0 | 0.466 | 1844 | 41 | 0.640 | 0.000 | 9/24/2021 |
| 710579583 | Existing Customer | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 3 | 2 | 3 | 1665.0 | 983 | 682.0 | 0.889 | 4420 | 86 | 0.720 | 0.590 | 3/25/2019 |
| 708949908 | Attrited Customer | 50 | M | 1 | Graduate | Divorced | $120K + | Blue | 42 | 1 | 3 | 2 | 1656.0 | 0 | 1656.0 | 0.626 | 2073 | 44 | 0.833 | 0.000 | 9/13/2022 |
| 711907083 | Existing Customer | 53 | M | 1 | High School | Unknown | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 14111.0 | 1034 | 13077.0 | 0.505 | 2950 | 64 | 0.684 | 0.073 | 2/11/2019 |
| 718696458 | Existing Customer | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 4 | 2 | 3 | 2012.0 | 1230 | 782.0 | 0.668 | 3822 | 68 | 0.659 | 0.611 | 3/9/2020 |
| 710611683 | Existing Customer | 43 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 31 | 6 | 1 | 1 | 2837.0 | 1807 | 1030.0 | 0.609 | 4279 | 83 | 0.627 | 0.637 | 1/6/2021 |
| 721511883 | Existing Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1709.0 | 0 | 1709.0 | 0.685 | 4981 | 79 | 0.975 | 0.000 | 10/24/2021 |
| 779116158 | Existing Customer | 49 | F | 1 | Unknown | Married | Less than $40K | Blue | 31 | 5 | 2 | 1 | 5714.0 | 868 | 4846.0 | 0.636 | 4331 | 85 | 0.700 | 0.152 | 2/1/2020 |
| 720193533 | Existing Customer | 41 | M | 3 | Unknown | Married | $60K - $80K | Blue | 32 | 4 | 1 | 3 | 5071.0 | 1043 | 4028.0 | 0.667 | 3358 | 62 | 0.722 | 0.206 | 4/18/2022 |
| 753094533 | Existing Customer | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 44 | 3 | 3 | 3 | 24028.0 | 0 | 24028.0 | 0.496 | 3531 | 73 | 0.738 | 0.000 | 5/12/2019 |
| 719545983 | Existing Customer | 31 | F | 2 | Post-Graduate | Unknown | Unknown | Blue | 13 | 5 | 3 | 3 | 13882.0 | 0 | 13882.0 | 0.870 | 4798 | 82 | 0.822 | 0.000 | 9/14/2019 |
| 716494383 | Existing Customer | 49 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 41 | 3 | 2 | 2 | 3585.0 | 931 | 2654.0 | 0.620 | 4399 | 78 | 0.733 | 0.260 | 4/1/2021 |
| 769892058 | Existing Customer | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 34 | 4 | 2 | 2 | 9124.0 | 2126 | 6998.0 | 0.449 | 4564 | 65 | 0.548 | 0.233 | 2/20/2022 |
| 709098108 | Existing Customer | 45 | F | 4 | Graduate | Married | Unknown | Blue | 35 | 4 | 2 | 2 | 2705.0 | 0 | 2705.0 | 0.736 | 4749 | 80 | 0.778 | 0.000 | 3/29/2022 |
| 715705683 | Existing Customer | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1936.0 | 1101 | 835.0 | 0.984 | 4578 | 70 | 0.892 | 0.569 | 3/1/2022 |
| 715724808 | Existing Customer | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 3 | 8051.0 | 2138 | 5913.0 | 0.716 | 4370 | 83 | 0.886 | 0.266 | 1/15/2022 |
| 717123858 | Existing Customer | 36 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3635.0 | 1617 | 2018.0 | 0.828 | 4045 | 62 | 1.067 | 0.445 | 2/2/2021 |
| 716236683 | Existing Customer | 46 | F | 1 | High School | Married | Less than $40K | Blue | 37 | 4 | 2 | 2 | 2532.0 | 1487 | 1045.0 | 0.581 | 4143 | 71 | 1.029 | 0.587 | 6/27/2019 |
| 771224358 | Existing Customer | 54 | F | 4 | Unknown | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2028.0 | 0 | 2028.0 | 0.823 | 4030 | 78 | 0.733 | 0.000 | 1/29/2019 |
| 779310033 | Attrited Customer | 42 | F | 4 | Doctorate | Married | Less than $40K | Blue | 24 | 3 | 2 | 3 | 4304.0 | 0 | 4304.0 | 0.183 | 1788 | 36 | 0.091 | 0.000 | 11/24/2022 |
| 710595783 | Existing Customer | 46 | F | 3 | Graduate | Unknown | Unknown | Blue | 39 | 4 | 1 | 2 | 6644.0 | 2082 | 4562.0 | 0.915 | 4659 | 76 | 0.854 | 0.313 | 2/20/2020 |
| 711409833 | Existing Customer | 45 | F | 5 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 1 | 3 | 1830.0 | 650 | 1180.0 | 0.724 | 4838 | 71 | 0.972 | 0.355 | 7/19/2022 |
| 721174008 | Existing Customer | 37 | M | 2 | Uneducated | Married | $120K + | Blue | 23 | 4 | 3 | 3 | 7607.0 | 2170 | 5437.0 | 0.377 | 4495 | 77 | 0.674 | 0.285 | 9/17/2021 |
| 714192933 | Attrited Customer | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 5 | 2060.0 | 0 | 2060.0 | 0.251 | 1976 | 44 | 0.257 | 0.000 | 4/27/2020 |
| 709632483 | Existing Customer | 49 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 1438.3 | 906 | 532.3 | 0.541 | 4457 | 84 | 0.714 | 0.630 | 12/1/2020 |
| 718431258 | Existing Customer | 41 | M | 4 | High School | Single | $60K - $80K | Blue | 28 | 4 | 3 | 3 | 3126.0 | 1503 | 1623.0 | 0.892 | 3662 | 74 | 0.644 | 0.481 | 7/28/2022 |
| 817029108 | Existing Customer | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 27 | 4 | 6 | 3 | 6885.0 | 1611 | 5274.0 | 0.955 | 3804 | 67 | 0.861 | 0.234 | 9/1/2022 |
| 796931508 | Attrited Customer | 42 | M | 4 | High School | Unknown | $60K - $80K | Blue | 36 | 4 | 3 | 4 | 1871.0 | 0 | 1871.0 | 0.730 | 2593 | 48 | 0.548 | 0.000 | 3/12/2019 |
| 769577358 | Existing Customer | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 17 | 4 | 2 | 3 | 2787.0 | 1761 | 1026.0 | 0.670 | 4358 | 89 | 0.648 | 0.632 | 2/24/2019 |
| 815589558 | Existing Customer | 50 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 6 | 3 | 2 | 1867.0 | 1478 | 389.0 | 0.727 | 4097 | 70 | 0.707 | 0.792 | 4/14/2021 |
| 714287583 | Attrited Customer | 41 | F | 3 | Unknown | Married | Less than $40K | Blue | 32 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.372 | 1852 | 38 | 0.310 | 0.000 | 10/19/2020 |
| 718975083 | Attrited Customer | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 6 | 4 | 3 | 2473.0 | 0 | 2473.0 | 0.547 | 2133 | 44 | 0.419 | 0.000 | 5/7/2022 |
| 715315008 | Existing Customer | 40 | M | 4 | Post-Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 2 | 4640.0 | 1555 | 3085.0 | 0.780 | 3870 | 70 | 0.707 | 0.335 | 6/29/2020 |
| 779252283 | Existing Customer | 47 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2712.0 | 2411 | 301.0 | 0.844 | 5201 | 82 | 0.907 | 0.889 | 1/12/2020 |
| 714031083 | Attrited Customer | 46 | F | 3 | Graduate | Unknown | Unknown | Blue | 30 | 3 | 2 | 1 | 8869.0 | 0 | 8869.0 | 0.413 | 1935 | 40 | 0.429 | 0.000 | 7/17/2020 |
| 772442883 | Attrited Customer | 51 | F | 4 | Graduate | Married | Unknown | Blue | 41 | 2 | 3 | 5 | 3853.0 | 696 | 3157.0 | 0.882 | 2443 | 38 | 0.583 | 0.181 | 3/5/2019 |
| 714533058 | Existing Customer | 53 | F | 3 | College | Married | Less than $40K | Blue | 43 | 4 | 2 | 3 | 1438.3 | 721 | 717.3 | 0.601 | 4606 | 86 | 0.955 | 0.501 | 8/5/2022 |
| 716570958 | Attrited Customer | 50 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 14409.0 | 511 | 13898.0 | 0.799 | 2351 | 39 | 0.300 | 0.035 | 6/27/2021 |
| 710116833 | Attrited Customer | 59 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 1665.0 | 0 | 1665.0 | 1.010 | 2748 | 40 | 0.333 | 0.000 | 1/25/2021 |
| 718586133 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 31 | 6 | 1 | 3 | 2639.0 | 0 | 2639.0 | 0.892 | 4892 | 85 | 0.771 | 0.000 | 6/5/2022 |
| 773322558 | Existing Customer | 59 | F | 2 | High School | Married | Less than $40K | Blue | 48 | 6 | 1 | 1 | 2338.0 | 1566 | 772.0 | 0.533 | 3964 | 69 | 0.500 | 0.670 | 8/29/2020 |
| 714554808 | Existing Customer | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 0 | 2774.0 | 1362 | 1412.0 | 0.866 | 4802 | 91 | 0.685 | 0.491 | 2/17/2020 |
| 717903108 | Existing Customer | 57 | F | 1 | College | Single | Unknown | Blue | 46 | 6 | 1 | 1 | 4283.0 | 488 | 3795.0 | 0.865 | 4689 | 65 | 0.477 | 0.114 | 8/7/2021 |
| 815908908 | Attrited Customer | 47 | F | 4 | Uneducated | Single | Unknown | Blue | 42 | 3 | 4 | 3 | 6263.0 | 2517 | 3746.0 | 0.857 | 2613 | 50 | 0.724 | 0.402 | 6/19/2020 |
| 771464808 | Existing Customer | 35 | F | 2 | Graduate | Single | Less than $40K | Blue | 23 | 6 | 3 | 3 | 2317.0 | 1301 | 1016.0 | 0.925 | 4161 | 71 | 1.219 | 0.562 | 12/19/2020 |
| 708234558 | Existing Customer | 55 | F | 2 | College | Divorced | Less than $40K | Blue | 43 | 5 | 2 | 1 | 2239.0 | 1340 | 899.0 | 0.658 | 4540 | 73 | 0.587 | 0.598 | 2/22/2021 |
| 715737258 | Existing Customer | 41 | F | 1 | College | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 2225.0 | 0 | 2225.0 | 1.060 | 4917 | 84 | 0.750 | 0.000 | 12/2/2020 |
| 710188308 | Existing Customer | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 3 | 1519.0 | 1148 | 371.0 | 0.767 | 4927 | 73 | 0.738 | 0.756 | 12/15/2019 |
| 708670608 | Existing Customer | 48 | F | 5 | Uneducated | Married | Unknown | Blue | 36 | 4 | 2 | 3 | 5495.0 | 2200 | 3295.0 | 0.696 | 5125 | 85 | 0.771 | 0.400 | 10/19/2019 |
| 714839808 | Existing Customer | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 1 | 1 | 2141.0 | 1176 | 965.0 | 0.746 | 4317 | 64 | 0.778 | 0.549 | 10/23/2021 |
| 811140933 | Existing Customer | 43 | F | 2 | High School | Married | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2616.0 | 1786 | 830.0 | 0.876 | 5219 | 63 | 0.750 | 0.683 | 8/6/2019 |
| 788937933 | Existing Customer | 39 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 25 | 3 | 1 | 1 | 5494.0 | 1356 | 4138.0 | 0.463 | 3566 | 81 | 0.884 | 0.247 | 8/24/2022 |
| 721527858 | Attrited Customer | 52 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 3 | 5 | 1 | 2003.0 | 1735 | 268.0 | 0.855 | 2343 | 42 | 0.355 | 0.866 | 1/7/2019 |
| 718265658 | Existing Customer | 47 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2092.0 | 1499 | 593.0 | 0.811 | 4130 | 80 | 1.162 | 0.717 | 3/2/2022 |
| 714312708 | Existing Customer | 44 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 6606.0 | 2517 | 4089.0 | 0.825 | 4493 | 68 | 0.659 | 0.381 | 12/7/2020 |
| 715821183 | Existing Customer | 42 | F | 4 | College | Married | Unknown | Blue | 23 | 3 | 3 | 2 | 7102.0 | 0 | 7102.0 | 0.599 | 4083 | 68 | 0.744 | 0.000 | 6/5/2019 |
| 709487058 | Existing Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Silver | 36 | 6 | 2 | 3 | 13812.0 | 1132 | 12680.0 | 0.699 | 3723 | 56 | 0.867 | 0.082 | 6/12/2022 |
| 712675158 | Existing Customer | 56 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 7075.0 | 1676 | 5399.0 | 1.268 | 4160 | 75 | 0.667 | 0.237 | 8/24/2021 |
| 826473858 | Existing Customer | 44 | M | 1 | College | Single | $40K - $60K | Blue | 40 | 6 | 1 | 2 | 4274.0 | 1680 | 2594.0 | 0.780 | 4820 | 60 | 0.765 | 0.393 | 10/5/2022 |
| 817382958 | Existing Customer | 47 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 5 | 1 | 3 | 2317.0 | 0 | 2317.0 | 0.570 | 4894 | 89 | 0.854 | 0.000 | 8/13/2019 |
| 712927383 | Attrited Customer | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 642 | 796.3 | 0.405 | 1939 | 49 | 0.400 | 0.446 | 12/19/2022 |
| 712894308 | Existing Customer | 47 | M | 4 | High School | Married | $80K - $120K | Blue | 37 | 5 | 3 | 3 | 2888.0 | 0 | 2888.0 | 0.717 | 4345 | 75 | 0.786 | 0.000 | 2/12/2020 |
| 712349808 | Existing Customer | 44 | F | 4 | College | Single | Unknown | Blue | 34 | 4 | 1 | 2 | 12310.0 | 670 | 11640.0 | 0.801 | 4176 | 76 | 0.767 | 0.054 | 7/28/2022 |
| 778780008 | Existing Customer | 48 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 1622.0 | 1249 | 373.0 | 0.585 | 4164 | 66 | 0.610 | 0.770 | 2/28/2022 |
| 711430908 | Attrited Customer | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.685 | 2153 | 35 | 0.346 | 0.000 | 6/7/2019 |
| 779670783 | Existing Customer | 40 | M | 3 | Unknown | Single | $80K - $120K | Blue | 23 | 6 | 2 | 2 | 12559.0 | 0 | 12559.0 | 0.715 | 4700 | 71 | 0.511 | 0.000 | 6/5/2022 |
| 718757808 | Existing Customer | 56 | F | 1 | Uneducated | Unknown | $40K - $60K | Blue | 46 | 4 | 3 | 3 | 2929.0 | 1287 | 1642.0 | 0.497 | 3875 | 67 | 0.595 | 0.439 | 2/28/2022 |
| 779530908 | Attrited Customer | 48 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 31 | 5 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.500 | 1897 | 58 | 0.706 | 0.000 | 3/29/2020 |
| 716389833 | Existing Customer | 50 | F | 1 | Unknown | Single | Less than $40K | Blue | 40 | 4 | 1 | 2 | 2319.0 | 1026 | 1293.0 | 0.521 | 4099 | 74 | 0.721 | 0.442 | 7/1/2022 |
| 718469658 | Existing Customer | 37 | F | 2 | Uneducated | Married | Unknown | Blue | 22 | 4 | 3 | 3 | 7927.0 | 996 | 6931.0 | 0.521 | 4094 | 85 | 0.771 | 0.126 | 9/7/2021 |
| 809849358 | Attrited Customer | 55 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 50 | 2 | 6 | 3 | 1720.0 | 0 | 1720.0 | 0.707 | 2719 | 36 | 0.440 | 0.000 | 8/20/2021 |
| 719772258 | Existing Customer | 38 | M | 3 | Unknown | Single | $80K - $120K | Blue | 30 | 5 | 1 | 3 | 3642.0 | 724 | 2918.0 | 0.680 | 4517 | 79 | 0.837 | 0.199 | 10/14/2020 |
| 809363958 | Existing Customer | 49 | F | 3 | High School | Married | $40K - $60K | Blue | 44 | 5 | 1 | 2 | 3881.0 | 0 | 3881.0 | 0.601 | 4177 | 66 | 0.737 | 0.000 | 11/12/2022 |
| 709165533 | Existing Customer | 47 | M | 3 | Doctorate | Unknown | $120K + | Blue | 41 | 6 | 2 | 2 | 6143.0 | 1151 | 4992.0 | 0.866 | 4330 | 72 | 0.895 | 0.187 | 6/13/2022 |
| 809846283 | Existing Customer | 42 | F | 1 | Unknown | Married | Less than $40K | Blue | 37 | 3 | 3 | 0 | 1438.3 | 0 | 1438.3 | 0.720 | 4154 | 78 | 0.814 | 0.000 | 9/22/2022 |
| 708427908 | Existing Customer | 52 | F | 4 | College | Unknown | Less than $40K | Blue | 39 | 6 | 3 | 1 | 2035.0 | 1343 | 692.0 | 0.835 | 4643 | 86 | 0.686 | 0.660 | 9/21/2019 |
| 721228308 | Attrited Customer | 47 | F | 2 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 3 | 3899.0 | 0 | 3899.0 | 0.718 | 2182 | 40 | 0.429 | 0.000 | 5/1/2021 |
| 713374533 | Existing Customer | 52 | F | 1 | Unknown | Single | $40K - $60K | Blue | 43 | 4 | 2 | 2 | 1981.0 | 1082 | 899.0 | 0.584 | 3913 | 90 | 0.731 | 0.546 | 3/4/2020 |
| 708708858 | Attrited Customer | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 4 | 2422.0 | 502 | 1920.0 | 0.997 | 2548 | 46 | 0.484 | 0.207 | 10/8/2021 |
| 721111233 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 43 | 6 | 3 | 3 | 11964.0 | 800 | 11164.0 | 0.954 | 4853 | 85 | 0.848 | 0.067 | 8/9/2021 |
| 708538608 | Existing Customer | 50 | F | 4 | College | Married | Unknown | Blue | 36 | 6 | 4 | 3 | 3862.0 | 0 | 3862.0 | 0.578 | 4058 | 81 | 0.723 | 0.000 | 12/8/2019 |
| 718866633 | Existing Customer | 46 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 5 | 4 | 2 | 33142.0 | 0 | 33142.0 | 0.846 | 4347 | 63 | 0.575 | 0.000 | 9/10/2022 |
| 719100633 | Existing Customer | 40 | M | 2 | High School | Single | $120K + | Silver | 36 | 3 | 4 | 2 | 34516.0 | 1436 | 33080.0 | 0.688 | 3564 | 73 | 0.825 | 0.042 | 3/1/2021 |
| 789328083 | Attrited Customer | 42 | F | 4 | High School | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 3454.0 | 0 | 3454.0 | 0.862 | 2826 | 39 | 0.625 | 0.000 | 10/18/2021 |
| 822905058 | Existing Customer | 29 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 6 | 3 | 2 | 2732.0 | 1746 | 986.0 | 1.028 | 4702 | 85 | 0.771 | 0.639 | 3/15/2022 |
| 816549933 | Existing Customer | 50 | M | 4 | High School | Divorced | $80K - $120K | Blue | 45 | 4 | 2 | 2 | 1687.0 | 992 | 695.0 | 0.721 | 4342 | 82 | 0.783 | 0.588 | 6/27/2020 |
| 716421633 | Attrited Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 3523.0 | 0 | 3523.0 | 0.973 | 3174 | 44 | 0.222 | 0.000 | 2/22/2019 |
| 712667958 | Existing Customer | 40 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 4 | 3 | 2 | 5773.0 | 2024 | 3749.0 | 0.977 | 3732 | 71 | 0.972 | 0.351 | 3/17/2022 |
| 809559933 | Attrited Customer | 45 | F | 3 | Graduate | Married | Unknown | Blue | 40 | 3 | 5 | 3 | 4462.0 | 706 | 3756.0 | 0.886 | 2526 | 41 | 0.414 | 0.158 | 8/19/2021 |
| 819979458 | Existing Customer | 35 | F | 3 | Doctorate | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 3976.0 | 1789 | 2187.0 | 0.931 | 4419 | 75 | 0.829 | 0.450 | 9/5/2019 |
| 708100533 | Existing Customer | 55 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2679.0 | 2277 | 402.0 | 0.736 | 4943 | 85 | 0.735 | 0.850 | 12/12/2020 |
| 778669608 | Existing Customer | 49 | F | 4 | Unknown | Married | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1564.0 | 0 | 1564.0 | 1.114 | 5172 | 78 | 0.733 | 0.000 | 2/15/2019 |
| 802867683 | Existing Customer | 53 | F | 2 | High School | Single | $40K - $60K | Blue | 47 | 5 | 2 | 3 | 1536.0 | 728 | 808.0 | 0.604 | 4133 | 78 | 0.529 | 0.474 | 4/22/2022 |
| 711893358 | Existing Customer | 46 | M | 5 | High School | Married | $40K - $60K | Blue | 37 | 6 | 2 | 1 | 2375.0 | 1196 | 1179.0 | 0.641 | 4087 | 66 | 0.833 | 0.504 | 10/26/2022 |
| 785410158 | Existing Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 42 | 4 | 3 | 3 | 2719.0 | 0 | 2719.0 | 0.794 | 4172 | 65 | 0.970 | 0.000 | 9/3/2019 |
| 718596858 | Existing Customer | 53 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 3369.0 | 2424 | 945.0 | 0.825 | 5220 | 78 | 0.592 | 0.720 | 4/19/2022 |
| 708338958 | Existing Customer | 58 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 1 | 3173.0 | 1713 | 1460.0 | 0.609 | 3797 | 75 | 0.786 | 0.540 | 2/11/2021 |
| 714688833 | Existing Customer | 47 | F | 2 | High School | Unknown | Less than $40K | Blue | 36 | 4 | 2 | 2 | 3139.0 | 0 | 3139.0 | 0.728 | 4892 | 95 | 0.827 | 0.000 | 12/10/2022 |
| 789662283 | Attrited Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 3 | 3 | 4 | 2140.0 | 0 | 2140.0 | 0.765 | 2915 | 50 | 0.316 | 0.000 | 9/28/2022 |
| 712805658 | Existing Customer | 56 | F | 3 | Uneducated | Single | Less than $40K | Blue | 46 | 4 | 3 | 2 | 2258.0 | 0 | 2258.0 | 0.617 | 4803 | 72 | 0.714 | 0.000 | 3/19/2019 |
| 815598858 | Existing Customer | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 43 | 5 | 1 | 1 | 2423.0 | 1779 | 644.0 | 0.503 | 4035 | 74 | 0.805 | 0.734 | 2/18/2020 |
| 779412783 | Existing Customer | 55 | F | 1 | High School | Single | Less than $40K | Blue | 37 | 4 | 3 | 3 | 2376.0 | 1969 | 407.0 | 0.788 | 4301 | 79 | 1.026 | 0.829 | 5/30/2021 |
| 780036483 | Existing Customer | 38 | M | 1 | Graduate | Single | Less than $40K | Blue | 28 | 4 | 5 | 2 | 1690.0 | 1459 | 231.0 | 0.667 | 3928 | 69 | 0.643 | 0.863 | 1/12/2019 |
| 711527508 | Attrited Customer | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 8583.0 | 0 | 8583.0 | 0.358 | 1794 | 31 | 0.292 | 0.000 | 1/11/2022 |
| 720768258 | Existing Customer | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 1 | 2996.0 | 2147 | 849.0 | 0.503 | 4724 | 66 | 0.737 | 0.717 | 8/11/2019 |
| 716023533 | Existing Customer | 49 | F | 1 | Post-Graduate | Single | Unknown | Blue | 39 | 6 | 3 | 2 | 2880.0 | 1996 | 884.0 | 0.719 | 4334 | 81 | 0.884 | 0.693 | 9/14/2022 |
| 714075708 | Existing Customer | 48 | M | 4 | Uneducated | Divorced | $80K - $120K | Gold | 38 | 4 | 3 | 1 | 34516.0 | 1426 | 33090.0 | 0.621 | 4814 | 71 | 0.690 | 0.041 | 1/15/2020 |
| 787475433 | Existing Customer | 36 | F | 2 | Doctorate | Single | Unknown | Blue | 23 | 5 | 2 | 3 | 6966.0 | 905 | 6061.0 | 0.755 | 4855 | 69 | 0.500 | 0.130 | 1/14/2022 |
| 787505133 | Attrited Customer | 36 | M | 3 | College | Married | $120K + | Blue | 24 | 2 | 2 | 3 | 11316.0 | 1599 | 9717.0 | 0.713 | 2595 | 49 | 0.361 | 0.141 | 5/5/2019 |
| 712241433 | Existing Customer | 38 | F | 0 | High School | Single | Less than $40K | Blue | 30 | 4 | 2 | 1 | 1438.3 | 1003 | 435.3 | 0.629 | 4247 | 84 | 0.714 | 0.697 | 8/20/2021 |
| 807990108 | Existing Customer | 44 | M | 1 | Uneducated | Divorced | $120K + | Blue | 39 | 3 | 2 | 3 | 11362.0 | 0 | 11362.0 | 0.668 | 3197 | 61 | 0.564 | 0.000 | 11/16/2022 |
| 719018208 | Attrited Customer | 52 | F | 0 | Doctorate | Married | Unknown | Blue | 46 | 6 | 4 | 3 | 7210.0 | 0 | 7210.0 | 0.769 | 2516 | 36 | 0.800 | 0.000 | 7/28/2020 |
| 716641983 | Existing Customer | 55 | F | 4 | College | Single | Unknown | Blue | 36 | 5 | 3 | 3 | 7790.0 | 753 | 7037.0 | 0.968 | 4835 | 84 | 0.826 | 0.097 | 7/29/2019 |
| 708989358 | Existing Customer | 37 | F | 2 | Unknown | Married | Less than $40K | Blue | 18 | 3 | 3 | 1 | 2023.0 | 1587 | 436.0 | 0.647 | 4391 | 79 | 0.837 | 0.784 | 11/27/2022 |
| 708807483 | Existing Customer | 51 | F | 3 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 3 | 9117.0 | 1259 | 7858.0 | 0.880 | 3837 | 75 | 0.705 | 0.138 | 8/13/2022 |
| 715774833 | Existing Customer | 41 | F | 2 | Doctorate | Unknown | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1801.0 | 940 | 861.0 | 0.594 | 3797 | 74 | 0.721 | 0.522 | 7/5/2020 |
| 714733908 | Existing Customer | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 37 | 6 | 6 | 3 | 8787.0 | 1087 | 7700.0 | 0.974 | 4537 | 75 | 1.273 | 0.124 | 2/21/2021 |
| 721067658 | Existing Customer | 40 | M | 4 | Graduate | Married | $60K - $80K | Silver | 36 | 6 | 1 | 3 | 27436.0 | 642 | 26794.0 | 0.705 | 4051 | 81 | 0.761 | 0.023 | 6/23/2022 |
| 788997408 | Existing Customer | 65 | F | 2 | Doctorate | Single | Less than $40K | Blue | 53 | 6 | 3 | 2 | 2195.0 | 1917 | 278.0 | 0.535 | 4205 | 65 | 0.625 | 0.873 | 6/16/2020 |
| 719835033 | Existing Customer | 46 | M | 4 | College | Married | $80K - $120K | Blue | 34 | 5 | 3 | 2 | 13734.0 | 568 | 13166.0 | 0.719 | 4283 | 67 | 0.861 | 0.041 | 5/9/2020 |
| 771854808 | Existing Customer | 45 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 2 | 3 | 2731.0 | 1868 | 863.0 | 0.533 | 3915 | 66 | 0.650 | 0.684 | 7/13/2021 |
| 717299958 | Existing Customer | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 45 | 3 | 2 | 0 | 2453.0 | 1534 | 919.0 | 0.785 | 4185 | 66 | 0.784 | 0.625 | 11/28/2019 |
| 720778458 | Existing Customer | 49 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 7451.0 | 1542 | 5909.0 | 0.684 | 4960 | 97 | 0.565 | 0.207 | 1/6/2022 |
| 713019783 | Existing Customer | 41 | F | 3 | High School | Married | $40K - $60K | Blue | 35 | 3 | 3 | 3 | 2644.0 | 1794 | 850.0 | 0.863 | 4081 | 72 | 0.800 | 0.679 | 5/10/2019 |
| 770968383 | Attrited Customer | 41 | M | 4 | Graduate | Married | $80K - $120K | Silver | 28 | 3 | 2 | 3 | 34516.0 | 825 | 33691.0 | 0.616 | 2022 | 52 | 0.733 | 0.024 | 1/8/2020 |
| 709747308 | Existing Customer | 41 | M | 5 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 4575.0 | 1344 | 3231.0 | 0.460 | 4726 | 64 | 0.561 | 0.294 | 3/7/2020 |
| 801366783 | Existing Customer | 51 | F | 1 | College | Single | Less than $40K | Blue | 45 | 3 | 3 | 2 | 4860.0 | 1772 | 3088.0 | 0.561 | 4329 | 80 | 0.860 | 0.365 | 5/1/2020 |
| 798786333 | Existing Customer | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 4 | 2 | 1438.3 | 510 | 928.3 | 0.711 | 3399 | 66 | 0.784 | 0.355 | 5/28/2022 |
| 771723408 | Attrited Customer | 37 | F | 2 | Unknown | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 1690.0 | 0 | 1690.0 | 0.690 | 2645 | 60 | 0.622 | 0.000 | 11/15/2020 |
| 715117008 | Existing Customer | 39 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.677 | 4596 | 82 | 0.745 | 0.000 | 5/13/2020 |
| 713944833 | Existing Customer | 46 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 24512.0 | 766 | 23746.0 | 0.509 | 4561 | 78 | 0.368 | 0.031 | 3/17/2019 |
| 713569158 | Attrited Customer | 43 | F | 3 | High School | Single | $40K - $60K | Blue | 34 | 1 | 3 | 2 | 1654.0 | 1474 | 180.0 | 0.586 | 2086 | 47 | 0.621 | 0.891 | 5/17/2022 |
| 713037333 | Existing Customer | 63 | M | 1 | Graduate | Single | $80K - $120K | Blue | 55 | 6 | 1 | 2 | 21430.0 | 0 | 21430.0 | 0.511 | 3561 | 57 | 0.676 | 0.000 | 4/8/2021 |
| 718267233 | Existing Customer | 50 | M | 1 | Graduate | Married | $120K + | Silver | 38 | 4 | 3 | 3 | 34516.0 | 1915 | 32601.0 | 0.625 | 3828 | 65 | 1.321 | 0.055 | 5/24/2022 |
| 709736658 | Existing Customer | 37 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 27 | 6 | 3 | 2 | 1438.3 | 759 | 679.3 | 0.858 | 4446 | 86 | 0.720 | 0.528 | 4/27/2021 |
| 710929233 | Existing Customer | 33 | F | 2 | Doctorate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2800.0 | 1559 | 1241.0 | 0.598 | 4253 | 83 | 0.694 | 0.557 | 1/6/2020 |
| 714290583 | Existing Customer | 44 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 3117.0 | 1400 | 1717.0 | 0.913 | 4391 | 85 | 0.809 | 0.449 | 4/17/2019 |
| 717972408 | Existing Customer | 44 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 2558.0 | 2016 | 542.0 | 0.806 | 3792 | 78 | 0.500 | 0.788 | 11/28/2019 |
| 718626033 | Attrited Customer | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 2 | 3 | 2 | 10061.0 | 0 | 10061.0 | 0.787 | 2802 | 52 | 0.529 | 0.000 | 6/20/2020 |
| 720008133 | Existing Customer | 45 | F | 4 | Graduate | Unknown | Unknown | Blue | 36 | 4 | 1 | 3 | 3416.0 | 727 | 2689.0 | 0.580 | 4121 | 83 | 0.729 | 0.213 | 11/10/2020 |
| 710476908 | Existing Customer | 39 | F | 3 | Graduate | Married | Unknown | Blue | 28 | 3 | 3 | 3 | 9371.0 | 1066 | 8305.0 | 0.890 | 4754 | 78 | 0.857 | 0.114 | 7/29/2019 |
| 709888383 | Existing Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 3147.0 | 2453 | 694.0 | 0.744 | 4465 | 82 | 0.952 | 0.779 | 2/9/2022 |
| 788864508 | Existing Customer | 52 | F | 3 | Unknown | Single | Less than $40K | Blue | 37 | 4 | 2 | 2 | 1554.0 | 926 | 628.0 | 0.785 | 4997 | 79 | 0.927 | 0.596 | 8/20/2019 |
| 714010383 | Attrited Customer | 47 | F | 5 | Uneducated | Single | Unknown | Blue | 40 | 5 | 4 | 5 | 3502.0 | 0 | 3502.0 | 0.531 | 1895 | 42 | 0.400 | 0.000 | 4/10/2020 |
| 719549508 | Existing Customer | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 2 | 2 | 2712.0 | 1686 | 1026.0 | 0.791 | 4678 | 74 | 0.644 | 0.622 | 11/29/2019 |
| 718670808 | Existing Customer | 59 | F | 0 | College | Married | Less than $40K | Blue | 51 | 6 | 1 | 0 | 1438.3 | 0 | 1438.3 | 0.715 | 4817 | 81 | 0.688 | 0.000 | 3/1/2019 |
| 718211208 | Existing Customer | 39 | M | 3 | High School | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 3281.0 | 1682 | 1599.0 | 0.577 | 4109 | 69 | 0.500 | 0.513 | 9/13/2020 |
| 712578933 | Attrited Customer | 35 | F | 5 | High School | Married | $40K - $60K | Blue | 25 | 3 | 2 | 6 | 1438.3 | 0 | 1438.3 | 0.763 | 2500 | 44 | 0.517 | 0.000 | 9/30/2021 |
| 709343433 | Existing Customer | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 3 | 3 | 2469.0 | 1826 | 643.0 | 0.666 | 3837 | 74 | 0.721 | 0.740 | 3/8/2021 |
| 767488908 | Existing Customer | 41 | M | 4 | Unknown | Married | $80K - $120K | Blue | 35 | 4 | 2 | 3 | 3497.0 | 0 | 3497.0 | 0.696 | 4345 | 72 | 0.756 | 0.000 | 12/29/2019 |
| 719531133 | Existing Customer | 46 | F | 4 | Unknown | Unknown | $40K - $60K | Blue | 38 | 4 | 2 | 3 | 2505.0 | 0 | 2505.0 | 0.800 | 4384 | 80 | 0.860 | 0.000 | 4/6/2021 |
| 719006508 | Existing Customer | 34 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 2763.0 | 1913 | 850.0 | 0.598 | 4136 | 69 | 0.568 | 0.692 | 6/26/2019 |
| 721287183 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 35 | 5 | 2 | 3 | 2081.0 | 0 | 2081.0 | 1.004 | 4863 | 87 | 0.706 | 0.000 | 9/4/2021 |
| 711144183 | Attrited Customer | 55 | F | 3 | Graduate | Married | Unknown | Blue | 45 | 1 | 3 | 1 | 2815.0 | 1848 | 967.0 | 0.563 | 2618 | 29 | 0.450 | 0.656 | 9/4/2019 |
| 709080783 | Existing Customer | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 1 | 3 | 1737.0 | 0 | 1737.0 | 0.953 | 4723 | 78 | 0.625 | 0.000 | 9/19/2022 |
| 710520408 | Existing Customer | 52 | F | 4 | High School | Single | Unknown | Blue | 36 | 5 | 3 | 3 | 9078.0 | 1194 | 7884.0 | 0.745 | 4458 | 87 | 0.812 | 0.132 | 7/5/2022 |
| 785262333 | Attrited Customer | 46 | M | 5 | Uneducated | Unknown | $40K - $60K | Blue | 40 | 5 | 4 | 3 | 6185.0 | 1960 | 4225.0 | 0.669 | 2225 | 45 | 0.875 | 0.317 | 1/13/2021 |
| 716513358 | Existing Customer | 51 | F | 2 | Graduate | Divorced | Unknown | Blue | 36 | 5 | 3 | 3 | 2069.0 | 1802 | 267.0 | 0.651 | 4402 | 91 | 0.750 | 0.871 | 7/10/2022 |
| 719073483 | Attrited Customer | 45 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 9234.0 | 0 | 9234.0 | 0.629 | 2586 | 44 | 0.257 | 0.000 | 3/14/2022 |
| 715372083 | Existing Customer | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2684.0 | 0 | 2684.0 | 0.660 | 4796 | 85 | 0.635 | 0.000 | 2/8/2020 |
| 780034083 | Existing Customer | 48 | F | 3 | High School | Married | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 2151.0 | 0 | 2151.0 | 0.763 | 4604 | 86 | 0.720 | 0.000 | 2/12/2020 |
| 794581533 | Existing Customer | 52 | M | 2 | College | Single | $60K - $80K | Blue | 37 | 4 | 3 | 3 | 2749.0 | 1380 | 1369.0 | 0.937 | 3882 | 90 | 0.765 | 0.502 | 12/16/2019 |
| 710013258 | Existing Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 3 | 2 | 2 | 1980.0 | 823 | 1157.0 | 0.861 | 4467 | 69 | 0.683 | 0.416 | 6/25/2019 |
| 719084358 | Attrited Customer | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 4 | 3 | 4232.0 | 0 | 4232.0 | 0.878 | 2312 | 37 | 0.609 | 0.000 | 1/14/2020 |
| 789173958 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 1438.3 | 877 | 561.3 | 0.743 | 4283 | 76 | 0.617 | 0.610 | 9/4/2022 |
| 789575583 | Existing Customer | 43 | F | 2 | Uneducated | Unknown | Unknown | Blue | 36 | 5 | 1 | 0 | 6931.0 | 1380 | 5551.0 | 0.795 | 4437 | 64 | 0.882 | 0.199 | 9/13/2021 |
| 712434708 | Attrited Customer | 52 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 3302.0 | 2517 | 785.0 | 0.705 | 2682 | 47 | 0.516 | 0.762 | 10/22/2019 |
| 808675083 | Existing Customer | 61 | M | 1 | Graduate | Single | Unknown | Blue | 56 | 5 | 3 | 2 | 4235.0 | 1675 | 2560.0 | 1.079 | 3862 | 76 | 0.949 | 0.396 | 8/9/2019 |
| 710864358 | Existing Customer | 51 | F | 2 | Doctorate | Married | Unknown | Blue | 45 | 6 | 6 | 2 | 6501.0 | 0 | 6501.0 | 0.651 | 5074 | 81 | 0.688 | 0.000 | 2/14/2021 |
| 712574583 | Existing Customer | 34 | F | 1 | Graduate | Single | Unknown | Blue | 21 | 6 | 1 | 3 | 6376.0 | 1322 | 5054.0 | 0.709 | 5192 | 70 | 0.628 | 0.207 | 4/9/2019 |
| 708412758 | Attrited Customer | 33 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1457.0 | 0 | 1457.0 | 0.677 | 2200 | 45 | 0.364 | 0.000 | 12/24/2022 |
| 714389058 | Existing Customer | 38 | F | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5576.0 | 0 | 5576.0 | 0.686 | 4322 | 85 | 0.809 | 0.000 | 6/15/2019 |
| 715767033 | Existing Customer | 56 | F | 3 | College | Single | Unknown | Blue | 36 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.760 | 4919 | 83 | 0.627 | 0.000 | 11/22/2022 |
| 779281233 | Existing Customer | 45 | F | 3 | Graduate | Single | Unknown | Blue | 27 | 4 | 3 | 3 | 2478.0 | 1748 | 730.0 | 0.643 | 4353 | 80 | 0.667 | 0.705 | 5/22/2020 |
| 717147708 | Existing Customer | 44 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 6 | 3 | 2 | 3650.0 | 1270 | 2380.0 | 0.792 | 4250 | 81 | 0.929 | 0.348 | 6/12/2021 |
| 715029333 | Existing Customer | 52 | F | 2 | Unknown | Divorced | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2111.0 | 0 | 2111.0 | 0.831 | 4459 | 72 | 0.756 | 0.000 | 3/30/2020 |
| 806989008 | Existing Customer | 30 | F | 0 | High School | Single | Unknown | Blue | 25 | 4 | 1 | 2 | 12917.0 | 1157 | 11760.0 | 0.668 | 4108 | 82 | 0.745 | 0.090 | 9/5/2019 |
| 713158083 | Attrited Customer | 56 | M | 2 | High School | Single | $120K + | Blue | 46 | 2 | 4 | 4 | 7327.0 | 0 | 7327.0 | 0.598 | 2185 | 41 | 0.864 | 0.000 | 7/8/2019 |
| 771037008 | Existing Customer | 46 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 2 | 13324.0 | 0 | 13324.0 | 0.917 | 4245 | 76 | 1.000 | 0.000 | 10/4/2022 |
| 710587458 | Existing Customer | 34 | M | 2 | High School | Unknown | $80K - $120K | Blue | 22 | 4 | 3 | 2 | 11154.0 | 1612 | 9542.0 | 0.633 | 4339 | 77 | 1.026 | 0.145 | 2/27/2020 |
| 710563458 | Existing Customer | 43 | F | 1 | Graduate | Divorced | Unknown | Blue | 30 | 5 | 3 | 3 | 9535.0 | 660 | 8875.0 | 0.944 | 4210 | 81 | 0.723 | 0.069 | 4/23/2019 |
| 720010608 | Attrited Customer | 37 | M | 2 | Unknown | Single | $40K - $60K | Blue | 24 | 6 | 2 | 4 | 10226.0 | 0 | 10226.0 | 0.614 | 2243 | 44 | 0.571 | 0.000 | 4/16/2019 |
| 710343783 | Existing Customer | 37 | F | 5 | Unknown | Married | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2140.0 | 0 | 2140.0 | 0.602 | 4610 | 65 | 1.321 | 0.000 | 9/29/2021 |
| 772578858 | Existing Customer | 49 | F | 1 | Unknown | Married | Less than $40K | Blue | 39 | 3 | 4 | 2 | 2904.0 | 2203 | 701.0 | 0.796 | 3848 | 66 | 0.692 | 0.759 | 5/9/2021 |
| 708559533 | Existing Customer | 40 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 1770.0 | 584 | 1186.0 | 0.706 | 4442 | 83 | 0.844 | 0.330 | 9/12/2021 |
| 711939558 | Attrited Customer | 37 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1534.0 | 0 | 1534.0 | 0.642 | 2596 | 39 | 0.393 | 0.000 | 10/17/2019 |
| 772143333 | Existing Customer | 46 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 6 | 3 | 3 | 2170.0 | 1498 | 672.0 | 0.640 | 4569 | 79 | 0.881 | 0.690 | 11/30/2022 |
| 711067383 | Existing Customer | 53 | M | 1 | Unknown | Single | $120K + | Blue | 45 | 6 | 2 | 3 | 10001.0 | 0 | 10001.0 | 0.676 | 4167 | 74 | 0.644 | 0.000 | 10/28/2020 |
| 817041408 | Existing Customer | 56 | F | 3 | High School | Married | Unknown | Blue | 41 | 3 | 2 | 3 | 4169.0 | 1549 | 2620.0 | 0.768 | 4519 | 82 | 0.708 | 0.372 | 6/10/2022 |
| 771942333 | Existing Customer | 65 | M | 1 | College | Single | Less than $40K | Blue | 54 | 5 | 2 | 2 | 5363.0 | 1309 | 4054.0 | 0.574 | 3855 | 63 | 0.703 | 0.244 | 9/25/2021 |
| 755247108 | Existing Customer | 50 | F | 2 | Doctorate | Single | Less than $40K | Blue | 43 | 4 | 1 | 0 | 3206.0 | 0 | 3206.0 | 0.631 | 4731 | 82 | 0.822 | 0.000 | 12/17/2019 |
| 715710708 | Existing Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 37 | 6 | 3 | 2 | 18085.0 | 747 | 17338.0 | 0.681 | 4583 | 76 | 0.520 | 0.041 | 4/2/2020 |
| 713858733 | Existing Customer | 61 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 53 | 4 | 3 | 2 | 2566.0 | 2164 | 402.0 | 0.578 | 4344 | 73 | 0.659 | 0.843 | 9/15/2020 |
| 717129333 | Existing Customer | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 25 | 3 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.744 | 4434 | 73 | 0.780 | 0.000 | 3/4/2020 |
| 716924958 | Attrited Customer | 65 | F | 2 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 0 | 3 | 6812.0 | 1926 | 4886.0 | 0.735 | 2288 | 48 | 0.778 | 0.283 | 10/5/2021 |
| 719614758 | Existing Customer | 45 | F | 4 | Graduate | Single | $40K - $60K | Blue | 34 | 3 | 2 | 2 | 2700.0 | 1977 | 723.0 | 0.801 | 4984 | 75 | 1.083 | 0.732 | 2/10/2020 |
| 721537683 | Existing Customer | 50 | F | 3 | Post-Graduate | Married | Unknown | Blue | 41 | 3 | 3 | 3 | 5471.0 | 1342 | 4129.0 | 0.577 | 4002 | 67 | 0.763 | 0.245 | 5/10/2022 |
| 771500358 | Existing Customer | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 31 | 5 | 3 | 1 | 4332.0 | 1313 | 3019.0 | 0.671 | 4093 | 84 | 0.826 | 0.303 | 1/15/2022 |
| 711531858 | Attrited Customer | 48 | F | 4 | Unknown | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2447.0 | 1267 | 1180.0 | 0.449 | 2132 | 37 | 0.370 | 0.518 | 4/12/2021 |
| 715060158 | Existing Customer | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 2 | 2 | 1783.0 | 1282 | 501.0 | 0.504 | 3853 | 76 | 0.617 | 0.719 | 12/1/2020 |
| 779725833 | Existing Customer | 42 | M | 2 | Graduate | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 11761.0 | 1775 | 9986.0 | 0.925 | 4946 | 73 | 0.698 | 0.151 | 12/10/2022 |
| 716592558 | Existing Customer | 52 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2340.0 | 1101 | 1239.0 | 0.766 | 4501 | 68 | 0.700 | 0.471 | 8/3/2019 |
| 771020133 | Existing Customer | 45 | F | 5 | Uneducated | Single | Less than $40K | Blue | 32 | 3 | 3 | 0 | 2859.0 | 1776 | 1083.0 | 0.790 | 4440 | 79 | 0.756 | 0.621 | 6/16/2020 |
| 709153008 | Existing Customer | 37 | M | 3 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2523.0 | 2481 | 42.0 | 0.744 | 4683 | 76 | 0.689 | 0.983 | 2/9/2020 |
| 713394858 | Existing Customer | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 4776.0 | 0 | 4776.0 | 0.626 | 4581 | 60 | 0.622 | 0.000 | 4/11/2019 |
| 721175283 | Existing Customer | 59 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 2697.0 | 1410 | 1287.0 | 0.925 | 4489 | 58 | 0.706 | 0.523 | 6/9/2021 |
| 715503558 | Existing Customer | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3542.0 | 2417 | 1125.0 | 0.687 | 4127 | 71 | 0.479 | 0.682 | 4/17/2020 |
| 819943458 | Attrited Customer | 57 | M | 3 | Graduate | Single | $120K + | Blue | 52 | 6 | 4 | 3 | 34516.0 | 1000 | 33516.0 | 0.694 | 1777 | 37 | 0.542 | 0.029 | 7/24/2019 |
| 717094758 | Existing Customer | 40 | F | 4 | Post-Graduate | Married | Unknown | Blue | 29 | 5 | 3 | 1 | 8823.0 | 0 | 8823.0 | 0.812 | 4453 | 84 | 0.787 | 0.000 | 6/1/2021 |
| 772073508 | Attrited Customer | 52 | F | 1 | College | Single | Less than $40K | Blue | 41 | 5 | 3 | 6 | 1764.0 | 0 | 1764.0 | 0.824 | 2740 | 47 | 0.343 | 0.000 | 2/12/2021 |
| 721351983 | Attrited Customer | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3492.0 | 2517 | 975.0 | 0.600 | 2510 | 47 | 0.621 | 0.721 | 12/13/2021 |
| 714477408 | Attrited Customer | 36 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2977.0 | 1340 | 1637.0 | 0.507 | 2201 | 39 | 0.345 | 0.450 | 5/1/2020 |
| 718471758 | Existing Customer | 49 | M | 4 | Doctorate | Single | $60K - $80K | Silver | 37 | 5 | 2 | 2 | 30976.0 | 2051 | 28925.0 | 0.684 | 3193 | 69 | 0.725 | 0.066 | 4/22/2022 |
| 711607833 | Existing Customer | 43 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 1 | 2810.0 | 2384 | 426.0 | 0.859 | 4875 | 97 | 0.764 | 0.848 | 4/1/2022 |
| 708621408 | Existing Customer | 39 | F | 1 | Unknown | Single | Less than $40K | Blue | 28 | 3 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.799 | 4173 | 82 | 0.640 | 0.000 | 8/8/2022 |
| 719277033 | Existing Customer | 44 | M | 3 | High School | Single | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 8997.0 | 708 | 8289.0 | 0.586 | 4558 | 62 | 0.676 | 0.079 | 4/4/2022 |
| 813905508 | Existing Customer | 57 | F | 3 | Uneducated | Single | Less than $40K | Blue | 52 | 4 | 3 | 3 | 2002.0 | 1188 | 814.0 | 0.630 | 3735 | 73 | 0.659 | 0.593 | 3/25/2019 |
| 719761458 | Existing Customer | 55 | M | 4 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 4998.0 | 1626 | 3372.0 | 0.695 | 4329 | 61 | 0.694 | 0.325 | 1/25/2022 |
| 708222558 | Existing Customer | 37 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2310.0 | 1513 | 797.0 | 0.682 | 4191 | 77 | 0.833 | 0.655 | 4/23/2020 |
| 713937558 | Existing Customer | 54 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 3892.0 | 0 | 3892.0 | 0.738 | 4318 | 74 | 0.762 | 0.000 | 9/25/2021 |
| 709603608 | Existing Customer | 34 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 1 | 1 | 2345.0 | 1643 | 702.0 | 0.678 | 4634 | 69 | 0.643 | 0.701 | 12/31/2020 |
| 804661083 | Existing Customer | 50 | M | 0 | Graduate | Single | $80K - $120K | Blue | 45 | 3 | 2 | 2 | 2135.0 | 1506 | 629.0 | 0.883 | 4821 | 77 | 0.711 | 0.705 | 4/6/2020 |
| 720977358 | Existing Customer | 50 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2528.0 | 1689 | 839.0 | 0.514 | 4269 | 78 | 0.857 | 0.668 | 9/7/2019 |
| 718420308 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3397.0 | 1658 | 1739.0 | 0.724 | 4208 | 75 | 0.786 | 0.488 | 9/2/2022 |
| 714046608 | Existing Customer | 49 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 39 | 5 | 6 | 3 | 19719.0 | 1395 | 18324.0 | 0.565 | 3572 | 73 | 0.738 | 0.071 | 10/15/2020 |
| 718048608 | Existing Customer | 41 | F | 3 | Graduate | Married | Unknown | Blue | 33 | 5 | 3 | 0 | 15292.0 | 1325 | 13967.0 | 1.008 | 5120 | 74 | 0.805 | 0.087 | 2/23/2020 |
| 718497033 | Existing Customer | 52 | M | 1 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 31733.0 | 0 | 31733.0 | 0.735 | 3723 | 53 | 0.767 | 0.000 | 2/9/2022 |
| 711801933 | Attrited Customer | 54 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.641 | 2092 | 42 | 0.680 | 0.000 | 1/4/2020 |
| 716282208 | Attrited Customer | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 3 | 6 | 3 | 1638.0 | 0 | 1638.0 | 0.163 | 1702 | 36 | 0.125 | 0.000 | 3/25/2019 |
| 789076083 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 6 | 3 | 2 | 2775.0 | 1475 | 1300.0 | 0.854 | 4608 | 84 | 0.647 | 0.532 | 10/19/2022 |
| 714045783 | Attrited Customer | 37 | F | 2 | Graduate | Married | $40K - $60K | Blue | 29 | 2 | 2 | 6 | 2547.0 | 1965 | 582.0 | 0.535 | 2160 | 46 | 0.353 | 0.771 | 5/23/2020 |
| 769720683 | Existing Customer | 50 | F | 1 | Graduate | Married | Unknown | Blue | 44 | 5 | 2 | 2 | 5708.0 | 1884 | 3824.0 | 0.791 | 4914 | 60 | 0.765 | 0.330 | 7/8/2021 |
| 721092783 | Existing Customer | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 19838.0 | 1290 | 18548.0 | 0.590 | 3982 | 68 | 0.581 | 0.065 | 5/6/2019 |
| 720243933 | Attrited Customer | 47 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 32 | 1 | 3 | 6 | 1789.0 | 0 | 1789.0 | 0.637 | 2784 | 49 | 0.581 | 0.000 | 9/3/2019 |
| 818502708 | Existing Customer | 51 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 46 | 5 | 3 | 2 | 2284.0 | 1674 | 610.0 | 0.784 | 4885 | 86 | 0.830 | 0.733 | 7/14/2021 |
| 712942308 | Existing Customer | 42 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 11535.0 | 1527 | 10008.0 | 0.664 | 3730 | 67 | 0.718 | 0.132 | 6/21/2022 |
| 714262533 | Existing Customer | 28 | F | 0 | Unknown | Married | Unknown | Blue | 36 | 3 | 4 | 2 | 3524.0 | 1306 | 2218.0 | 0.800 | 4252 | 78 | 0.814 | 0.371 | 5/9/2021 |
| 714708183 | Existing Customer | 58 | M | 2 | High School | Single | $60K - $80K | Silver | 49 | 4 | 3 | 3 | 30186.0 | 0 | 30186.0 | 0.606 | 4070 | 74 | 0.574 | 0.000 | 4/18/2021 |
| 718285308 | Existing Customer | 44 | F | 1 | Unknown | Single | Less than $40K | Blue | 31 | 6 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.561 | 3576 | 55 | 0.833 | 0.000 | 1/5/2021 |
| 720595083 | Existing Customer | 40 | F | 3 | Unknown | Married | Less than $40K | Blue | 30 | 4 | 2 | 3 | 1620.0 | 1278 | 342.0 | 0.595 | 4530 | 69 | 1.029 | 0.789 | 7/5/2020 |
| 787501758 | Existing Customer | 51 | F | 3 | High School | Single | Less than $40K | Blue | 39 | 5 | 2 | 1 | 4038.0 | 1237 | 2801.0 | 0.610 | 4188 | 68 | 0.545 | 0.306 | 9/18/2021 |
| 714990633 | Existing Customer | 56 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2078.0 | 1696 | 382.0 | 0.562 | 4382 | 82 | 0.783 | 0.816 | 5/15/2020 |
| 714652383 | Existing Customer | 51 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1571.0 | 0 | 1571.0 | 0.890 | 4580 | 74 | 1.056 | 0.000 | 12/25/2019 |
| 788776008 | Existing Customer | 43 | M | 3 | College | Married | $80K - $120K | Blue | 24 | 6 | 3 | 1 | 4726.0 | 1161 | 3565.0 | 0.698 | 4683 | 91 | 0.896 | 0.246 | 1/19/2022 |
| 709176108 | Existing Customer | 56 | F | 4 | Post-Graduate | Unknown | Less than $40K | Blue | 49 | 5 | 3 | 3 | 4604.0 | 621 | 3983.0 | 0.814 | 4586 | 79 | 0.646 | 0.135 | 8/1/2019 |
| 719354433 | Existing Customer | 48 | M | 1 | College | Single | $80K - $120K | Silver | 36 | 6 | 3 | 3 | 34516.0 | 1629 | 32887.0 | 0.815 | 4042 | 78 | 0.592 | 0.047 | 8/21/2021 |
| 709368483 | Existing Customer | 56 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.913 | 4323 | 77 | 0.571 | 0.000 | 12/1/2021 |
| 717621333 | Existing Customer | 48 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2680.0 | 1871 | 809.0 | 0.955 | 4592 | 78 | 0.902 | 0.698 | 5/6/2019 |
| 716272158 | Attrited Customer | 41 | F | 3 | College | Married | $40K - $60K | Blue | 15 | 5 | 3 | 4 | 4312.0 | 2517 | 1795.0 | 0.741 | 2693 | 56 | 0.436 | 0.584 | 6/16/2020 |
| 803355408 | Existing Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 44 | 5 | 3 | 1 | 2205.0 | 1659 | 546.0 | 0.891 | 4813 | 77 | 0.674 | 0.752 | 7/26/2022 |
| 717073308 | Existing Customer | 44 | F | 3 | College | Married | Less than $40K | Blue | 31 | 5 | 6 | 2 | 2679.0 | 727 | 1952.0 | 0.894 | 4804 | 78 | 0.814 | 0.271 | 7/9/2022 |
| 789105183 | Existing Customer | 54 | M | 3 | Post-Graduate | Single | $80K - $120K | Silver | 42 | 3 | 1 | 2 | 34516.0 | 2488 | 32028.0 | 0.552 | 4401 | 87 | 0.776 | 0.072 | 8/17/2021 |
| 721305408 | Existing Customer | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 3378.0 | 0 | 3378.0 | 0.580 | 4761 | 81 | 0.884 | 0.000 | 10/25/2022 |
| 715739733 | Existing Customer | 34 | M | 1 | High School | Single | $40K - $60K | Blue | 25 | 4 | 1 | 2 | 1793.0 | 1141 | 652.0 | 0.715 | 5293 | 88 | 0.760 | 0.636 | 8/8/2021 |
| 779217333 | Existing Customer | 59 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 49 | 6 | 2 | 3 | 2228.0 | 1502 | 726.0 | 0.719 | 3922 | 75 | 1.027 | 0.674 | 1/26/2020 |
| 712133508 | Existing Customer | 41 | F | 3 | College | Single | $40K - $60K | Blue | 22 | 5 | 0 | 2 | 2577.0 | 1582 | 995.0 | 0.697 | 4734 | 75 | 0.596 | 0.614 | 5/31/2021 |
| 714602658 | Attrited Customer | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1462.0 | 0 | 1462.0 | 0.393 | 1998 | 36 | 0.161 | 0.000 | 1/17/2020 |
| 712446783 | Attrited Customer | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 3 | 4 | 4038.0 | 1530 | 2508.0 | 0.724 | 2400 | 41 | 0.323 | 0.379 | 10/21/2022 |
| 720049083 | Attrited Customer | 35 | F | 1 | Unknown | Divorced | Unknown | Blue | 24 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.849 | 2355 | 47 | 0.567 | 0.000 | 9/26/2021 |
| 824172258 | Existing Customer | 34 | F | 2 | Unknown | Divorced | Less than $40K | Blue | 30 | 3 | 1 | 2 | 4408.0 | 1510 | 2898.0 | 0.730 | 4495 | 77 | 0.833 | 0.343 | 2/10/2021 |
| 717695058 | Existing Customer | 46 | F | 5 | High School | Married | Unknown | Blue | 35 | 3 | 1 | 3 | 4163.0 | 0 | 4163.0 | 0.743 | 4763 | 76 | 0.854 | 0.000 | 1/6/2021 |
| 719782458 | Existing Customer | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 39 | 3 | 3 | 3 | 7201.0 | 1992 | 5209.0 | 0.778 | 3981 | 76 | 0.949 | 0.277 | 6/20/2019 |
| 718141983 | Existing Customer | 49 | M | 0 | High School | Single | $80K - $120K | Blue | 43 | 6 | 3 | 1 | 1883.0 | 1295 | 588.0 | 0.810 | 5187 | 89 | 0.712 | 0.688 | 9/11/2019 |
| 718853358 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3308.0 | 2517 | 791.0 | 0.543 | 5104 | 85 | 0.545 | 0.761 | 10/7/2022 |
| 772539558 | Existing Customer | 65 | F | 0 | College | Single | Less than $40K | Blue | 55 | 3 | 3 | 0 | 2022.0 | 0 | 2022.0 | 0.579 | 4623 | 65 | 0.548 | 0.000 | 3/12/2022 |
| 817094283 | Existing Customer | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 3 | 3 | 8597.0 | 903 | 7694.0 | 0.773 | 5173 | 78 | 0.733 | 0.105 | 8/22/2020 |
| 716932308 | Existing Customer | 38 | F | 2 | College | Married | Unknown | Blue | 28 | 5 | 1 | 3 | 4693.0 | 634 | 4059.0 | 0.909 | 4460 | 79 | 0.837 | 0.135 | 4/25/2019 |
| 714738858 | Existing Customer | 52 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2873.0 | 1714 | 1159.0 | 0.796 | 4620 | 81 | 0.884 | 0.597 | 10/9/2021 |
| 772409733 | Existing Customer | 39 | F | 3 | High School | Divorced | $40K - $60K | Blue | 28 | 4 | 1 | 3 | 3400.0 | 2307 | 1093.0 | 0.901 | 4742 | 90 | 0.698 | 0.679 | 4/21/2020 |
| 717534108 | Existing Customer | 48 | F | 3 | High School | Divorced | $40K - $60K | Blue | 40 | 3 | 1 | 3 | 2405.0 | 1410 | 995.0 | 0.866 | 4421 | 79 | 0.881 | 0.586 | 5/12/2020 |
| 816378033 | Attrited Customer | 46 | M | 4 | Uneducated | Single | $80K - $120K | Gold | 41 | 6 | 3 | 2 | 34516.0 | 1104 | 33412.0 | 0.591 | 1989 | 47 | 0.741 | 0.032 | 2/15/2019 |
| 790141308 | Existing Customer | 44 | M | 2 | College | Married | $80K - $120K | Blue | 37 | 5 | 3 | 1 | 8241.0 | 0 | 8241.0 | 0.723 | 4436 | 79 | 0.756 | 0.000 | 5/14/2022 |
| 710770383 | Existing Customer | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 1438.3 | 582 | 856.3 | 0.611 | 4915 | 92 | 0.769 | 0.405 | 11/19/2020 |
| 711351108 | Existing Customer | 44 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2608.0 | 1804 | 804.0 | 0.847 | 4671 | 61 | 0.694 | 0.692 | 7/30/2020 |
| 713744058 | Existing Customer | 41 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2359.0 | 1509 | 850.0 | 1.100 | 5232 | 78 | 0.814 | 0.640 | 12/19/2020 |
| 708998583 | Existing Customer | 47 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 39 | 6 | 2 | 2 | 1790.0 | 0 | 1790.0 | 0.516 | 4141 | 87 | 0.740 | 0.000 | 5/21/2020 |
| 827451333 | Attrited Customer | 54 | F | 2 | Uneducated | Married | Less than $40K | Blue | 50 | 3 | 6 | 3 | 2247.0 | 0 | 2247.0 | 0.641 | 2615 | 37 | 0.423 | 0.000 | 8/25/2021 |
| 714228558 | Existing Customer | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 3624.0 | 0 | 3624.0 | 0.740 | 4749 | 82 | 0.864 | 0.000 | 2/27/2020 |
| 797668983 | Existing Customer | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.795 | 4396 | 70 | 0.628 | 0.000 | 6/10/2020 |
| 713023158 | Existing Customer | 39 | F | 2 | College | Married | $40K - $60K | Blue | 31 | 3 | 1 | 2 | 2901.0 | 2143 | 758.0 | 0.948 | 4239 | 78 | 0.733 | 0.739 | 12/18/2021 |
| 709982658 | Existing Customer | 41 | F | 2 | College | Married | Less than $40K | Blue | 31 | 4 | 2 | 3 | 9759.0 | 2038 | 7721.0 | 0.622 | 4226 | 77 | 0.638 | 0.209 | 11/23/2021 |
| 715398858 | Existing Customer | 57 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2525.0 | 1203 | 1322.0 | 0.725 | 4360 | 78 | 0.857 | 0.476 | 2/28/2022 |
| 715615233 | Existing Customer | 60 | F | 1 | High School | Divorced | Less than $40K | Blue | 48 | 5 | 3 | 3 | 2737.0 | 1812 | 925.0 | 0.703 | 4507 | 86 | 0.955 | 0.662 | 11/30/2021 |
| 710650608 | Existing Customer | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 19262.0 | 1480 | 17782.0 | 0.649 | 4812 | 85 | 0.771 | 0.077 | 1/25/2019 |
| 803214108 | Existing Customer | 33 | F | 0 | High School | Single | Unknown | Blue | 27 | 6 | 1 | 1 | 2252.0 | 1826 | 426.0 | 0.716 | 5055 | 68 | 1.000 | 0.811 | 1/31/2019 |
| 717202083 | Attrited Customer | 46 | M | 2 | Unknown | Single | $80K - $120K | Blue | 34 | 2 | 3 | 3 | 7077.0 | 0 | 7077.0 | 0.838 | 2619 | 41 | 0.519 | 0.000 | 3/10/2021 |
| 719051733 | Existing Customer | 63 | M | 0 | College | Single | $60K - $80K | Blue | 51 | 4 | 2 | 1 | 2706.0 | 889 | 1817.0 | 0.730 | 5047 | 64 | 0.882 | 0.329 | 2/7/2019 |
| 789900633 | Existing Customer | 49 | F | 2 | High School | Married | $40K - $60K | Blue | 40 | 5 | 3 | 2 | 3263.0 | 1522 | 1741.0 | 0.580 | 4288 | 69 | 0.725 | 0.466 | 12/16/2021 |
| 789122808 | Attrited Customer | 41 | F | 4 | College | Married | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 3281.0 | 0 | 3281.0 | 0.875 | 2907 | 45 | 0.406 | 0.000 | 8/30/2020 |
| 709902108 | Existing Customer | 51 | M | 2 | High School | Married | $80K - $120K | Blue | 40 | 4 | 3 | 2 | 8169.0 | 794 | 7375.0 | 0.665 | 4927 | 70 | 0.944 | 0.097 | 2/10/2021 |
| 713666058 | Existing Customer | 46 | F | 5 | College | Divorced | $40K - $60K | Blue | 38 | 6 | 1 | 3 | 3276.0 | 1915 | 1361.0 | 0.672 | 4264 | 76 | 0.617 | 0.585 | 5/12/2020 |
| 711453783 | Existing Customer | 41 | F | 3 | Unknown | Single | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1966.0 | 1452 | 514.0 | 0.621 | 4666 | 74 | 0.682 | 0.739 | 6/9/2019 |
| 778936008 | Existing Customer | 46 | F | 4 | High School | Married | Unknown | Blue | 30 | 3 | 1 | 3 | 5869.0 | 0 | 5869.0 | 0.852 | 5103 | 83 | 0.844 | 0.000 | 2/14/2020 |
| 708085458 | Existing Customer | 34 | F | 2 | Uneducated | Single | Less than $40K | Blue | 24 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.827 | 3940 | 82 | 0.952 | 0.000 | 8/16/2022 |
| 749067633 | Existing Customer | 45 | F | 2 | Unknown | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 3682.0 | 0 | 3682.0 | 0.797 | 4015 | 77 | 0.510 | 0.000 | 10/10/2019 |
| 716170308 | Existing Customer | 27 | F | 0 | Graduate | Divorced | Unknown | Blue | 36 | 5 | 1 | 0 | 13439.0 | 2003 | 11436.0 | 0.936 | 4715 | 86 | 0.720 | 0.149 | 7/26/2022 |
| 711507783 | Attrited Customer | 54 | F | 2 | Doctorate | Single | Less than $40K | Blue | 42 | 3 | 4 | 3 | 1694.0 | 0 | 1694.0 | 0.354 | 1930 | 41 | 0.519 | 0.000 | 9/10/2022 |
| 819752133 | Existing Customer | 41 | M | 2 | High School | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 1636.0 | 986 | 650.0 | 0.833 | 4695 | 73 | 0.872 | 0.603 | 9/5/2021 |
| 711061908 | Existing Customer | 48 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 2 | 3 | 1449.0 | 749 | 700.0 | 0.943 | 4039 | 50 | 0.852 | 0.517 | 1/30/2021 |
| 744231708 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 1513.0 | 788 | 725.0 | 0.677 | 4166 | 71 | 0.868 | 0.521 | 7/8/2020 |
| 716856408 | Attrited Customer | 39 | F | 4 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.777 | 2392 | 44 | 0.375 | 0.000 | 1/11/2022 |
| 711780108 | Existing Customer | 46 | F | 4 | Doctorate | Divorced | Less than $40K | Blue | 38 | 4 | 3 | 2 | 4120.0 | 1578 | 2542.0 | 0.379 | 4792 | 81 | 0.588 | 0.383 | 2/1/2021 |
| 715178733 | Existing Customer | 47 | F | 2 | Unknown | Single | Less than $40K | Blue | 41 | 5 | 3 | 1 | 2289.0 | 1611 | 678.0 | 0.648 | 4817 | 77 | 0.750 | 0.704 | 7/7/2021 |
| 721418133 | Existing Customer | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 2016.0 | 972 | 1044.0 | 0.685 | 4535 | 82 | 0.745 | 0.482 | 6/10/2021 |
| 720124758 | Attrited Customer | 49 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 5 | 4 | 3 | 2509.0 | 450 | 2059.0 | 0.654 | 2239 | 47 | 0.621 | 0.179 | 7/13/2021 |
| 809068983 | Existing Customer | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 3511.0 | 0 | 3511.0 | 0.758 | 5238 | 82 | 0.708 | 0.000 | 1/29/2021 |
| 711052308 | Existing Customer | 45 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 2751.0 | 2432 | 319.0 | 0.905 | 4453 | 75 | 0.923 | 0.884 | 10/3/2019 |
| 718967433 | Existing Customer | 34 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 3 | 6 | 3 | 2426.0 | 0 | 2426.0 | 0.888 | 4918 | 81 | 0.800 | 0.000 | 1/11/2022 |
| 709827933 | Existing Customer | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 12230.0 | 1196 | 11034.0 | 0.620 | 3659 | 76 | 0.520 | 0.098 | 5/15/2019 |
| 787568433 | Existing Customer | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7328.0 | 936 | 6392.0 | 0.689 | 4518 | 79 | 0.795 | 0.128 | 7/28/2019 |
| 720256158 | Existing Customer | 47 | F | 2 | High School | Married | Unknown | Blue | 40 | 5 | 1 | 3 | 2264.0 | 0 | 2264.0 | 0.670 | 4279 | 75 | 0.531 | 0.000 | 9/29/2020 |
| 715435758 | Existing Customer | 42 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 3046.0 | 1231 | 1815.0 | 0.692 | 4711 | 77 | 0.878 | 0.404 | 9/4/2021 |
| 719505483 | Existing Customer | 51 | F | 0 | Uneducated | Married | Unknown | Blue | 36 | 6 | 3 | 2 | 5881.0 | 0 | 5881.0 | 0.710 | 4431 | 89 | 0.816 | 0.000 | 12/7/2021 |
| 721247883 | Existing Customer | 52 | M | 2 | College | Married | $80K - $120K | Blue | 41 | 4 | 2 | 3 | 16207.0 | 922 | 15285.0 | 0.635 | 3621 | 83 | 0.886 | 0.057 | 8/5/2021 |
| 772220433 | Existing Customer | 44 | M | 3 | College | Unknown | $60K - $80K | Blue | 33 | 6 | 3 | 2 | 15468.0 | 1187 | 14281.0 | 0.930 | 4484 | 81 | 0.841 | 0.077 | 8/23/2021 |
| 789692283 | Existing Customer | 47 | F | 5 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 2 | 5950.0 | 0 | 5950.0 | 0.440 | 4655 | 66 | 0.784 | 0.000 | 11/6/2020 |
| 815091333 | Existing Customer | 48 | F | 3 | Unknown | Married | Less than $40K | Blue | 43 | 3 | 1 | 2 | 3119.0 | 2196 | 923.0 | 0.810 | 4705 | 77 | 1.200 | 0.704 | 9/6/2022 |
| 778732158 | Existing Customer | 50 | F | 3 | Uneducated | Unknown | Unknown | Blue | 30 | 4 | 1 | 3 | 1507.0 | 0 | 1507.0 | 0.648 | 4037 | 83 | 0.729 | 0.000 | 8/28/2021 |
| 715129233 | Existing Customer | 51 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2902.0 | 1634 | 1268.0 | 0.588 | 4748 | 74 | 0.510 | 0.563 | 6/12/2022 |
| 714083208 | Existing Customer | 47 | F | 3 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 2 | 1585.0 | 1304 | 281.0 | 0.727 | 4656 | 80 | 0.600 | 0.823 | 9/24/2019 |
| 716559108 | Existing Customer | 47 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2899.0 | 2418 | 481.0 | 0.575 | 4296 | 68 | 0.838 | 0.834 | 4/8/2022 |
| 715102308 | Existing Customer | 50 | F | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 2295.0 | 1277 | 1018.0 | 0.308 | 2245 | 47 | 0.679 | 0.556 | 2/27/2020 |
| 768814983 | Existing Customer | 39 | F | 2 | Unknown | Married | Less than $40K | Blue | 33 | 3 | 1 | 3 | 3251.0 | 1937 | 1314.0 | 0.685 | 4284 | 85 | 0.809 | 0.596 | 9/3/2021 |
| 788744058 | Existing Customer | 48 | F | 2 | High School | Married | Unknown | Blue | 27 | 3 | 1 | 2 | 4009.0 | 1361 | 2648.0 | 0.886 | 4506 | 80 | 0.860 | 0.339 | 9/10/2020 |
| 782802033 | Attrited Customer | 45 | F | 4 | Unknown | Married | Less than $40K | Blue | 39 | 3 | 2 | 2 | 3411.0 | 1472 | 1939.0 | 0.585 | 2108 | 55 | 0.618 | 0.432 | 3/15/2022 |
| 708499608 | Existing Customer | 49 | M | 5 | Post-Graduate | Single | $40K - $60K | Silver | 36 | 6 | 1 | 2 | 15525.0 | 1299 | 14226.0 | 0.452 | 4042 | 78 | 0.950 | 0.084 | 10/28/2019 |
| 794947683 | Existing Customer | 35 | F | 4 | Graduate | Single | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2118.0 | 1189 | 929.0 | 1.158 | 4541 | 60 | 0.818 | 0.561 | 4/12/2022 |
| 716442333 | Existing Customer | 34 | F | 3 | Graduate | Married | $40K - $60K | Blue | 25 | 6 | 2 | 2 | 2275.0 | 1468 | 807.0 | 0.757 | 4977 | 88 | 0.692 | 0.645 | 12/18/2021 |
| 772189308 | Existing Customer | 59 | F | 1 | College | Single | Less than $40K | Blue | 48 | 5 | 2 | 0 | 2601.0 | 1888 | 713.0 | 0.773 | 4899 | 62 | 0.771 | 0.726 | 6/9/2021 |
| 721529583 | Existing Customer | 52 | M | 3 | High School | Single | $80K - $120K | Blue | 41 | 6 | 3 | 3 | 4642.0 | 2413 | 2229.0 | 0.797 | 3532 | 72 | 0.674 | 0.520 | 4/20/2021 |
| 713578608 | Existing Customer | 58 | M | 0 | Doctorate | Single | Less than $40K | Blue | 46 | 6 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.808 | 4082 | 82 | 0.822 | 0.000 | 4/5/2022 |
| 718976283 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1858.0 | 1071 | 787.0 | 0.611 | 4388 | 66 | 0.535 | 0.576 | 5/23/2019 |
| 711505308 | Existing Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 3 | 3 | 2636.0 | 1619 | 1017.0 | 0.565 | 4727 | 83 | 0.627 | 0.614 | 7/14/2021 |
| 711131958 | Existing Customer | 50 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 42 | 4 | 3 | 3 | 3743.0 | 881 | 2862.0 | 0.770 | 4621 | 71 | 0.821 | 0.235 | 4/22/2022 |
| 714687858 | Existing Customer | 49 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.530 | 4538 | 82 | 1.050 | 0.000 | 3/2/2019 |
| 780289308 | Attrited Customer | 61 | F | 0 | High School | Married | Less than $40K | Blue | 47 | 1 | 3 | 4 | 4130.0 | 0 | 4130.0 | 0.814 | 2418 | 57 | 0.781 | 0.000 | 2/2/2022 |
| 708504783 | Existing Customer | 47 | M | 3 | Uneducated | Unknown | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10960.0 | 1333 | 9627.0 | 0.678 | 3480 | 62 | 0.632 | 0.122 | 8/26/2021 |
| 778857108 | Existing Customer | 52 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 33 | 3 | 2 | 0 | 3900.0 | 0 | 3900.0 | 1.092 | 4337 | 81 | 0.800 | 0.000 | 8/23/2021 |
| 756598833 | Existing Customer | 38 | M | 1 | Uneducated | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 6236.0 | 1204 | 5032.0 | 0.817 | 5389 | 84 | 0.826 | 0.193 | 6/25/2022 |
| 718748133 | Existing Customer | 34 | F | 3 | Graduate | Single | Unknown | Blue | 23 | 5 | 1 | 0 | 2591.0 | 0 | 2591.0 | 0.610 | 3876 | 67 | 0.763 | 0.000 | 12/14/2021 |
| 714503433 | Attrited Customer | 57 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1615.0 | 950 | 665.0 | 0.507 | 2212 | 43 | 0.387 | 0.588 | 5/26/2021 |
| 710869008 | Existing Customer | 47 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 5 | 1 | 2 | 8332.0 | 0 | 8332.0 | 0.920 | 5108 | 78 | 1.000 | 0.000 | 10/20/2020 |
| 779643858 | Existing Customer | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 5 | 2 | 2033.0 | 1037 | 996.0 | 1.064 | 4100 | 82 | 0.708 | 0.510 | 10/5/2019 |
| 715250583 | Existing Customer | 55 | M | 2 | Unknown | Single | $80K - $120K | Blue | 48 | 3 | 2 | 3 | 8082.0 | 1138 | 6944.0 | 0.723 | 4277 | 59 | 0.788 | 0.141 | 4/16/2019 |
| 714396558 | Existing Customer | 57 | F | 3 | High School | Married | Less than $40K | Blue | 51 | 6 | 2 | 3 | 1511.0 | 0 | 1511.0 | 0.678 | 4683 | 87 | 0.706 | 0.000 | 8/3/2022 |
| 752766783 | Existing Customer | 43 | F | 4 | Graduate | Divorced | Unknown | Blue | 36 | 5 | 2 | 2 | 11536.0 | 2074 | 9462.0 | 0.549 | 4106 | 81 | 0.723 | 0.180 | 12/10/2021 |
| 715532208 | Existing Customer | 65 | F | 1 | High School | Single | Less than $40K | Blue | 55 | 3 | 3 | 2 | 4010.0 | 1504 | 2506.0 | 0.766 | 3807 | 61 | 0.564 | 0.375 | 10/12/2022 |
| 719130558 | Existing Customer | 55 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 5 | 2 | 3 | 1669.0 | 1000 | 669.0 | 0.717 | 4085 | 69 | 0.971 | 0.599 | 8/3/2022 |
| 806232408 | Existing Customer | 54 | F | 3 | Graduate | Married | Unknown | Blue | 49 | 5 | 1 | 2 | 11905.0 | 0 | 11905.0 | 0.881 | 4022 | 65 | 1.167 | 0.000 | 9/3/2020 |
| 715497558 | Attrited Customer | 44 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 3052.0 | 0 | 3052.0 | 0.868 | 2598 | 47 | 0.469 | 0.000 | 5/12/2019 |
| 716303583 | Existing Customer | 55 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2712.0 | 1617 | 1095.0 | 0.715 | 4858 | 73 | 0.738 | 0.596 | 2/7/2020 |
| 713522058 | Existing Customer | 39 | F | 0 | College | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 1978.0 | 871 | 1107.0 | 0.636 | 4299 | 59 | 0.844 | 0.440 | 12/30/2021 |
| 719074308 | Existing Customer | 37 | F | 3 | College | Married | Less than $40K | Blue | 27 | 4 | 2 | 0 | 1438.3 | 687 | 751.3 | 0.778 | 4621 | 73 | 1.147 | 0.478 | 12/4/2021 |
| 711881733 | Existing Customer | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 3 | 3 | 3 | 1606.0 | 0 | 1606.0 | 0.855 | 4548 | 76 | 0.652 | 0.000 | 3/28/2020 |
| 710310108 | Existing Customer | 46 | F | 1 | Doctorate | Married | Less than $40K | Blue | 29 | 3 | 3 | 2 | 2406.0 | 1705 | 701.0 | 0.624 | 4665 | 89 | 0.816 | 0.709 | 8/27/2020 |
| 715814433 | Existing Customer | 44 | M | 4 | Unknown | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 5877.0 | 1160 | 4717.0 | 0.446 | 3565 | 83 | 0.729 | 0.197 | 11/18/2019 |
| 717252483 | Attrited Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2796.0 | 0 | 2796.0 | 0.729 | 2196 | 35 | 0.750 | 0.000 | 3/4/2020 |
| 770874483 | Existing Customer | 54 | F | 1 | Post-Graduate | Married | Unknown | Blue | 40 | 4 | 1 | 2 | 2876.0 | 1267 | 1609.0 | 0.617 | 4302 | 74 | 0.510 | 0.441 | 6/6/2020 |
| 719742108 | Attrited Customer | 38 | F | 1 | High School | Single | Less than $40K | Blue | 26 | 5 | 2 | 4 | 3554.0 | 0 | 3554.0 | 0.782 | 2372 | 44 | 0.630 | 0.000 | 8/15/2022 |
| 711064008 | Existing Customer | 48 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 9505.0 | 2390 | 7115.0 | 0.727 | 3616 | 68 | 0.619 | 0.251 | 12/16/2020 |
| 717208833 | Attrited Customer | 34 | F | 3 | High School | Single | Less than $40K | Blue | 21 | 2 | 2 | 2 | 1576.0 | 0 | 1576.0 | 0.789 | 2703 | 56 | 1.000 | 0.000 | 11/5/2019 |
| 709022883 | Existing Customer | 44 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.651 | 4257 | 89 | 0.648 | 0.000 | 2/5/2020 |
| 713653983 | Existing Customer | 39 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 26 | 4 | 2 | 1 | 2973.0 | 1136 | 1837.0 | 0.729 | 4342 | 87 | 0.776 | 0.382 | 5/12/2020 |
| 713463708 | Attrited Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 25 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.628 | 2493 | 42 | 0.500 | 0.000 | 8/21/2021 |
| 789143283 | Existing Customer | 41 | F | 1 | Uneducated | Single | Unknown | Blue | 30 | 4 | 2 | 3 | 5647.0 | 1175 | 4472.0 | 0.802 | 4868 | 76 | 0.810 | 0.208 | 9/17/2021 |
| 778550583 | Existing Customer | 43 | F | 1 | High School | Unknown | $40K - $60K | Blue | 35 | 6 | 3 | 2 | 1766.0 | 0 | 1766.0 | 0.779 | 4808 | 87 | 0.673 | 0.000 | 6/8/2022 |
| 711181608 | Existing Customer | 50 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 40 | 3 | 2 | 3 | 1606.0 | 0 | 1606.0 | 0.824 | 4129 | 68 | 0.744 | 0.000 | 4/10/2021 |
| 711790308 | Attrited Customer | 54 | F | 0 | High School | Unknown | Less than $40K | Blue | 34 | 4 | 3 | 3 | 2223.0 | 632 | 1591.0 | 0.665 | 2538 | 49 | 0.581 | 0.284 | 10/4/2020 |
| 779791908 | Existing Customer | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 2896.0 | 0 | 2896.0 | 0.961 | 4970 | 85 | 0.889 | 0.000 | 9/21/2022 |
| 789515283 | Existing Customer | 51 | M | 3 | Graduate | Married | $60K - $80K | Blue | 43 | 6 | 1 | 3 | 2157.0 | 1494 | 663.0 | 0.765 | 4784 | 69 | 0.605 | 0.693 | 3/9/2021 |
| 712046808 | Attrited Customer | 49 | F | 3 | Doctorate | Divorced | Unknown | Blue | 42 | 1 | 3 | 3 | 3802.0 | 1558 | 2244.0 | 0.489 | 2003 | 43 | 0.593 | 0.410 | 4/3/2019 |
| 712169883 | Existing Customer | 43 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 13840.0 | 1079 | 12761.0 | 0.947 | 4190 | 74 | 0.805 | 0.078 | 12/6/2020 |
| 712637283 | Existing Customer | 36 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 28 | 6 | 1 | 2 | 2169.0 | 1602 | 567.0 | 0.668 | 5182 | 78 | 0.814 | 0.739 | 1/9/2020 |
| 715555833 | Existing Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 34 | 6 | 3 | 0 | 4862.0 | 0 | 4862.0 | 0.695 | 4167 | 86 | 0.593 | 0.000 | 4/17/2022 |
| 708712833 | Existing Customer | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2289.0 | 1037 | 1252.0 | 0.504 | 4483 | 72 | 0.500 | 0.453 | 12/30/2019 |
| 717841683 | Existing Customer | 49 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 22651.0 | 1085 | 21566.0 | 0.810 | 3915 | 72 | 0.674 | 0.048 | 7/28/2021 |
| 708689958 | Existing Customer | 48 | F | 4 | Unknown | Unknown | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2406.0 | 1744 | 662.0 | 0.694 | 4748 | 88 | 0.692 | 0.725 | 4/2/2019 |
| 708888633 | Attrited Customer | 52 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 3022.0 | 895 | 2127.0 | 0.950 | 2724 | 38 | 0.900 | 0.296 | 8/10/2019 |
| 721012983 | Existing Customer | 46 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 38 | 6 | 1 | 2 | 12935.0 | 1417 | 11518.0 | 0.738 | 3528 | 61 | 0.743 | 0.110 | 12/23/2019 |
| 812406183 | Attrited Customer | 45 | F | 4 | Unknown | Single | Less than $40K | Blue | 40 | 5 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.605 | 2207 | 41 | 0.640 | 0.000 | 4/28/2022 |
| 714595983 | Attrited Customer | 49 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 1438.3 | 522 | 916.3 | 0.383 | 2030 | 37 | 0.370 | 0.363 | 3/28/2022 |
| 715725858 | Existing Customer | 43 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 26 | 6 | 2 | 2 | 2256.0 | 1346 | 910.0 | 0.911 | 4893 | 76 | 0.810 | 0.597 | 8/31/2020 |
| 720270633 | Attrited Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1516.0 | 0 | 1516.0 | 0.737 | 2709 | 54 | 0.385 | 0.000 | 12/29/2022 |
| 720269283 | Existing Customer | 48 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2485.0 | 1651 | 834.0 | 1.100 | 4351 | 86 | 0.830 | 0.664 | 1/29/2020 |
| 710142258 | Existing Customer | 53 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1820.0 | 909 | 911.0 | 0.737 | 4665 | 67 | 0.763 | 0.499 | 9/24/2019 |
| 708525108 | Existing Customer | 54 | F | 2 | Graduate | Married | Unknown | Blue | 47 | 4 | 3 | 3 | 2156.0 | 1134 | 1022.0 | 0.669 | 4120 | 77 | 0.711 | 0.526 | 8/29/2022 |
| 709621008 | Existing Customer | 48 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 6 | 3 | 2 | 5826.0 | 1482 | 4344.0 | 0.729 | 4135 | 76 | 0.767 | 0.254 | 8/6/2020 |
| 717181833 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Silver | 30 | 5 | 2 | 2 | 10190.0 | 891 | 9299.0 | 0.678 | 3768 | 59 | 0.967 | 0.087 | 6/26/2019 |
| 711288558 | Existing Customer | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 2 | 2 | 2035.0 | 1174 | 861.0 | 0.876 | 4670 | 77 | 0.638 | 0.577 | 12/22/2020 |
| 718653333 | Attrited Customer | 45 | F | 2 | College | Single | Less than $40K | Blue | 33 | 1 | 3 | 3 | 1833.0 | 0 | 1833.0 | 0.549 | 2037 | 31 | 0.292 | 0.000 | 8/3/2019 |
| 766628733 | Existing Customer | 56 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 49 | 3 | 3 | 3 | 1623.0 | 0 | 1623.0 | 1.058 | 4965 | 74 | 0.805 | 0.000 | 5/9/2020 |
| 711724083 | Attrited Customer | 27 | F | 0 | Unknown | Single | Less than $40K | Blue | 16 | 6 | 1 | 3 | 1835.0 | 1647 | 188.0 | 0.513 | 1903 | 44 | 0.630 | 0.898 | 9/10/2021 |
| 719690733 | Existing Customer | 47 | F | 4 | High School | Married | Less than $40K | Blue | 40 | 4 | 2 | 2 | 4490.0 | 1989 | 2501.0 | 0.604 | 4346 | 70 | 0.795 | 0.443 | 2/28/2020 |
| 770783508 | Existing Customer | 48 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 34 | 6 | 3 | 2 | 11062.0 | 0 | 11062.0 | 0.761 | 4084 | 72 | 0.800 | 0.000 | 12/21/2020 |
| 713422083 | Attrited Customer | 30 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1574.0 | 0 | 1574.0 | 0.582 | 2560 | 59 | 0.788 | 0.000 | 3/22/2022 |
| 718026858 | Existing Customer | 52 | F | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2370.0 | 1490 | 880.0 | 0.630 | 4751 | 80 | 0.860 | 0.629 | 4/29/2019 |
| 716028108 | Existing Customer | 35 | F | 2 | College | Single | Less than $40K | Blue | 18 | 6 | 2 | 0 | 2658.0 | 0 | 2658.0 | 0.891 | 4667 | 83 | 0.930 | 0.000 | 5/5/2019 |
| 712222758 | Attrited Customer | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2300.0 | 0 | 2300.0 | 0.703 | 2500 | 47 | 0.119 | 0.000 | 8/31/2020 |
| 718436133 | Existing Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2368.0 | 1244 | 1124.0 | 0.935 | 4289 | 71 | 0.868 | 0.525 | 1/24/2019 |
| 719313633 | Existing Customer | 53 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2883.0 | 1936 | 947.0 | 0.861 | 4244 | 53 | 0.656 | 0.672 | 2/8/2020 |
| 814586958 | Existing Customer | 43 | F | 2 | College | Divorced | Unknown | Blue | 38 | 4 | 3 | 2 | 3264.0 | 2042 | 1222.0 | 0.752 | 4624 | 75 | 0.705 | 0.626 | 2/19/2020 |
| 804344733 | Existing Customer | 46 | F | 3 | Unknown | Single | Less than $40K | Blue | 41 | 3 | 2 | 2 | 1937.0 | 916 | 1021.0 | 0.807 | 4303 | 89 | 0.780 | 0.473 | 3/24/2021 |
| 717166383 | Existing Customer | 40 | F | 4 | Unknown | Married | $40K - $60K | Blue | 30 | 5 | 2 | 2 | 2166.0 | 1465 | 701.0 | 0.857 | 5097 | 82 | 0.673 | 0.676 | 11/12/2022 |
| 713060283 | Existing Customer | 43 | F | 5 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 7135.0 | 1164 | 5971.0 | 1.127 | 3746 | 81 | 1.189 | 0.163 | 6/13/2019 |
| 713070033 | Existing Customer | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 5 | 3 | 2 | 1438.3 | 787 | 651.3 | 0.737 | 4830 | 79 | 0.756 | 0.547 | 11/20/2021 |
| 793625583 | Existing Customer | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 42 | 6 | 1 | 1 | 3743.0 | 2090 | 1653.0 | 0.969 | 4674 | 67 | 0.718 | 0.558 | 7/18/2020 |
| 713918358 | Existing Customer | 31 | F | 0 | Uneducated | Divorced | Unknown | Blue | 36 | 6 | 3 | 1 | 5190.0 | 1682 | 3508.0 | 0.888 | 4900 | 81 | 0.800 | 0.324 | 11/28/2019 |
| 714308283 | Existing Customer | 41 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 32 | 5 | 3 | 3 | 6059.0 | 1171 | 4888.0 | 0.678 | 4119 | 70 | 0.667 | 0.193 | 8/7/2019 |
| 714086133 | Existing Customer | 47 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2577.0 | 1450 | 1127.0 | 0.747 | 4576 | 83 | 0.766 | 0.563 | 10/25/2021 |
| 718872858 | Existing Customer | 43 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3761.0 | 2121 | 1640.0 | 0.694 | 4476 | 79 | 0.927 | 0.564 | 9/21/2021 |
| 718148358 | Attrited Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1572.0 | 0 | 1572.0 | 0.740 | 2447 | 41 | 0.577 | 0.000 | 7/30/2021 |
| 709665783 | Existing Customer | 39 | F | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1637.0 | 0 | 1637.0 | 0.889 | 4800 | 70 | 0.795 | 0.000 | 9/20/2022 |
| 708483708 | Existing Customer | 51 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 5 | 3 | 2 | 28600.0 | 0 | 28600.0 | 0.506 | 4336 | 66 | 0.610 | 0.000 | 9/12/2021 |
| 715347783 | Existing Customer | 40 | M | 4 | High School | Married | Less than $40K | Blue | 35 | 3 | 3 | 1 | 4402.0 | 1524 | 2878.0 | 0.628 | 3063 | 57 | 0.900 | 0.346 | 10/20/2020 |
| 709054083 | Existing Customer | 50 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2652.0 | 1911 | 741.0 | 0.831 | 4816 | 79 | 0.881 | 0.721 | 5/20/2020 |
| 807915408 | Existing Customer | 41 | F | 2 | College | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 6602.0 | 0 | 6602.0 | 0.743 | 4479 | 82 | 0.822 | 0.000 | 7/19/2020 |
| 794507133 | Attrited Customer | 37 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 18 | 4 | 1 | 3 | 1900.0 | 0 | 1900.0 | 0.776 | 2880 | 46 | 0.353 | 0.000 | 12/19/2019 |
| 712569408 | Existing Customer | 56 | F | 4 | Doctorate | Single | $40K - $60K | Blue | 44 | 4 | 2 | 3 | 3455.0 | 1385 | 2070.0 | 0.773 | 4925 | 82 | 0.745 | 0.401 | 12/22/2022 |
| 788805108 | Existing Customer | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 30 | 5 | 3 | 3 | 18123.0 | 1775 | 16348.0 | 0.593 | 4259 | 80 | 0.860 | 0.098 | 1/24/2022 |
| 710150208 | Existing Customer | 44 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 26 | 4 | 1 | 3 | 2295.0 | 1250 | 1045.0 | 0.912 | 3834 | 69 | 0.643 | 0.545 | 11/19/2019 |
| 711825558 | Existing Customer | 38 | M | 3 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 2 | 2 | 1518.0 | 1115 | 403.0 | 0.705 | 3595 | 65 | 0.857 | 0.735 | 3/27/2022 |
| 712891833 | Existing Customer | 45 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 1 | 2723.0 | 1902 | 821.0 | 0.723 | 3875 | 84 | 0.750 | 0.698 | 5/19/2019 |
| 719680908 | Existing Customer | 47 | F | 0 | College | Married | Less than $40K | Blue | 27 | 3 | 1 | 3 | 1776.0 | 691 | 1085.0 | 0.878 | 4878 | 84 | 0.826 | 0.389 | 5/29/2022 |
| 801053208 | Existing Customer | 39 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 3 | 3 | 1 | 1968.0 | 1270 | 698.0 | 0.975 | 4199 | 84 | 0.826 | 0.645 | 3/23/2022 |
| 758642733 | Existing Customer | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 1 | 1 | 1860.0 | 1054 | 806.0 | 0.963 | 5163 | 73 | 0.973 | 0.567 | 8/30/2019 |
| 771201408 | Existing Customer | 53 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 2 | 3 | 2684.0 | 2126 | 558.0 | 0.690 | 5299 | 75 | 0.875 | 0.792 | 9/9/2022 |
| 789523683 | Existing Customer | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 43 | 3 | 1 | 3 | 2180.0 | 1865 | 315.0 | 0.748 | 4348 | 77 | 0.510 | 0.856 | 3/4/2020 |
| 767266758 | Attrited Customer | 41 | F | 2 | High School | Single | Less than $40K | Blue | 34 | 1 | 3 | 4 | 1661.0 | 0 | 1661.0 | 0.786 | 2473 | 49 | 0.750 | 0.000 | 2/11/2020 |
| 713732883 | Existing Customer | 38 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1679.0 | 0 | 1679.0 | 0.658 | 4771 | 81 | 0.761 | 0.000 | 2/10/2020 |
| 720739083 | Attrited Customer | 36 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 25 | 5 | 2 | 3 | 1691.0 | 0 | 1691.0 | 0.865 | 2716 | 63 | 0.703 | 0.000 | 11/25/2022 |
| 718010133 | Existing Customer | 46 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 4 | 2 | 3 | 2888.0 | 1641 | 1247.0 | 0.976 | 3703 | 61 | 1.179 | 0.568 | 8/7/2020 |
| 771518658 | Existing Customer | 58 | F | 1 | High School | Married | $40K - $60K | Blue | 46 | 5 | 3 | 1 | 1871.0 | 1339 | 532.0 | 0.790 | 4553 | 90 | 0.731 | 0.716 | 5/21/2021 |
| 710508858 | Existing Customer | 44 | F | 2 | High School | Unknown | Less than $40K | Blue | 34 | 5 | 1 | 3 | 3226.0 | 2517 | 709.0 | 0.818 | 4317 | 81 | 0.884 | 0.780 | 11/17/2022 |
| 772590408 | Existing Customer | 41 | M | 5 | Unknown | Married | $80K - $120K | Blue | 31 | 3 | 3 | 1 | 12114.0 | 1379 | 10735.0 | 0.676 | 3964 | 90 | 0.837 | 0.114 | 4/23/2022 |
| 719334408 | Existing Customer | 42 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 4959.0 | 1483 | 3476.0 | 0.902 | 4286 | 71 | 0.614 | 0.299 | 6/6/2021 |
| 717500133 | Existing Customer | 42 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 10374.0 | 599 | 9775.0 | 0.635 | 4240 | 63 | 0.853 | 0.058 | 6/8/2019 |
| 720988083 | Existing Customer | 45 | F | 1 | Uneducated | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1438.3 | 1080 | 358.3 | 0.802 | 4425 | 79 | 0.717 | 0.751 | 7/8/2019 |
| 713594883 | Attrited Customer | 44 | F | 2 | Uneducated | Single | Unknown | Blue | 32 | 5 | 3 | 3 | 1486.0 | 849 | 637.0 | 0.621 | 2380 | 43 | 0.870 | 0.571 | 10/17/2021 |
| 719848908 | Existing Customer | 41 | F | 3 | Graduate | Married | Unknown | Blue | 33 | 3 | 3 | 3 | 2542.0 | 0 | 2542.0 | 0.587 | 4087 | 73 | 0.780 | 0.000 | 4/18/2022 |
| 714962658 | Attrited Customer | 35 | M | 2 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1931.0 | 0 | 1931.0 | 0.862 | 2482 | 40 | 0.600 | 0.000 | 2/15/2020 |
| 717429258 | Attrited Customer | 48 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 3 | 3 | 4 | 1644.0 | 500 | 1144.0 | 0.784 | 2450 | 45 | 0.406 | 0.304 | 5/4/2019 |
| 717022533 | Existing Customer | 43 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 4 | 1 | 3 | 2283.0 | 0 | 2283.0 | 0.899 | 4088 | 66 | 0.886 | 0.000 | 3/2/2019 |
| 710853033 | Existing Customer | 36 | F | 1 | Doctorate | Unknown | Less than $40K | Blue | 36 | 3 | 2 | 2 | 4943.0 | 1204 | 3739.0 | 0.417 | 4024 | 82 | 0.783 | 0.244 | 1/11/2022 |
| 709548783 | Attrited Customer | 44 | M | 2 | Doctorate | Unknown | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.602 | 2100 | 54 | 0.588 | 0.000 | 7/8/2021 |
| 780055308 | Existing Customer | 43 | F | 3 | College | Single | Less than $40K | Blue | 28 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.830 | 4482 | 54 | 0.636 | 0.000 | 4/8/2019 |
| 714252933 | Existing Customer | 52 | F | 2 | College | Divorced | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.744 | 4737 | 80 | 0.818 | 0.000 | 10/5/2021 |
| 713336883 | Attrited Customer | 61 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1760.0 | 0 | 1760.0 | 0.457 | 2285 | 46 | 0.643 | 0.000 | 10/9/2022 |
| 713119308 | Existing Customer | 50 | F | 3 | Unknown | Single | Less than $40K | Blue | 39 | 4 | 4 | 3 | 1852.0 | 0 | 1852.0 | 0.801 | 4339 | 82 | 0.783 | 0.000 | 11/1/2019 |
| 710815608 | Existing Customer | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 25 | 3 | 2 | 3 | 2049.0 | 1530 | 519.0 | 1.344 | 4521 | 70 | 0.628 | 0.747 | 1/3/2019 |
| 809626983 | Attrited Customer | 48 | F | 3 | High School | Married | Less than $40K | Blue | 43 | 3 | 3 | 3 | 1670.0 | 0 | 1670.0 | 0.707 | 2790 | 37 | 0.321 | 0.000 | 4/3/2019 |
| 803398983 | Existing Customer | 35 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1511.0 | 864 | 647.0 | 0.712 | 4823 | 64 | 0.829 | 0.572 | 1/11/2021 |
| 717568308 | Existing Customer | 39 | M | 1 | Unknown | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 6018.0 | 0 | 6018.0 | 0.703 | 4355 | 78 | 0.857 | 0.000 | 7/12/2020 |
| 711694083 | Existing Customer | 59 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 48 | 4 | 2 | 2 | 3030.0 | 1251 | 1779.0 | 0.694 | 4724 | 71 | 0.775 | 0.413 | 1/24/2021 |
| 712258308 | Existing Customer | 58 | F | 4 | High School | Single | Less than $40K | Blue | 39 | 3 | 1 | 3 | 2755.0 | 1483 | 1272.0 | 0.806 | 4394 | 75 | 0.630 | 0.538 | 6/27/2019 |
| 713884458 | Existing Customer | 51 | M | 4 | High School | Single | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 8783.0 | 2142 | 6641.0 | 0.662 | 4425 | 83 | 0.766 | 0.244 | 9/14/2019 |
| 716160708 | Existing Customer | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1861.0 | 1677 | 184.0 | 0.742 | 5225 | 94 | 0.679 | 0.901 | 10/1/2021 |
| 772728933 | Attrited Customer | 50 | M | 2 | High School | Married | $120K + | Blue | 40 | 6 | 4 | 3 | 13709.0 | 813 | 12896.0 | 0.650 | 2511 | 40 | 0.600 | 0.059 | 6/25/2021 |
| 815320383 | Attrited Customer | 46 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 41 | 5 | 3 | 2 | 4710.0 | 0 | 4710.0 | 0.717 | 2690 | 43 | 0.955 | 0.000 | 6/24/2019 |
| 712117983 | Existing Customer | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 6 | 3 | 2 | 17285.0 | 1853 | 15432.0 | 0.882 | 4787 | 60 | 0.714 | 0.107 | 7/21/2019 |
| 788694558 | Existing Customer | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 40 | 5 | 2 | 3 | 1438.3 | 661 | 777.3 | 0.573 | 4463 | 87 | 0.812 | 0.460 | 7/30/2020 |
| 709275558 | Existing Customer | 54 | M | 2 | Graduate | Single | $60K - $80K | Blue | 44 | 6 | 3 | 2 | 7866.0 | 0 | 7866.0 | 0.760 | 4238 | 55 | 0.719 | 0.000 | 8/14/2022 |
| 711216933 | Existing Customer | 42 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2190.0 | 1299 | 891.0 | 0.938 | 5026 | 77 | 0.711 | 0.593 | 11/6/2020 |
| 717069033 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 4 | 1 | 3 | 4829.0 | 1153 | 3676.0 | 0.534 | 4778 | 65 | 0.970 | 0.239 | 2/20/2022 |
| 714992733 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 5 | 1 | 1 | 3210.0 | 2081 | 1129.0 | 0.615 | 3962 | 62 | 0.938 | 0.648 | 2/11/2022 |
| 809445858 | Existing Customer | 38 | F | 0 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 3 | 1755.0 | 750 | 1005.0 | 0.659 | 5000 | 79 | 0.837 | 0.427 | 5/18/2019 |
| 708859158 | Existing Customer | 47 | F | 4 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 1 | 1 | 1438.3 | 703 | 735.3 | 0.865 | 4341 | 80 | 0.951 | 0.489 | 12/29/2022 |
| 710040483 | Existing Customer | 37 | M | 3 | Uneducated | Unknown | $60K - $80K | Blue | 26 | 6 | 2 | 1 | 14485.0 | 2124 | 12361.0 | 0.527 | 3895 | 87 | 0.776 | 0.147 | 9/19/2019 |
| 714667608 | Existing Customer | 47 | M | 5 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 6043.0 | 0 | 6043.0 | 0.627 | 4256 | 78 | 0.529 | 0.000 | 7/30/2020 |
| 714475908 | Attrited Customer | 43 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 6348.0 | 0 | 6348.0 | 0.400 | 1732 | 39 | 0.393 | 0.000 | 10/17/2022 |
| 713656308 | Existing Customer | 56 | F | 0 | High School | Married | Less than $40K | Blue | 48 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.618 | 4210 | 75 | 0.500 | 0.000 | 11/10/2020 |
| 716790633 | Attrited Customer | 43 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 17239.0 | 0 | 17239.0 | 0.393 | 1789 | 38 | 0.357 | 0.000 | 5/29/2021 |
| 716127333 | Attrited Customer | 45 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 5 | 2 | 3 | 18432.0 | 484 | 17948.0 | 0.557 | 2300 | 45 | 0.552 | 0.026 | 10/23/2019 |
| 713017758 | Existing Customer | 47 | F | 1 | Uneducated | Single | Less than $40K | Blue | 32 | 6 | 2 | 2 | 1636.0 | 1135 | 501.0 | 0.754 | 5056 | 85 | 0.809 | 0.694 | 7/26/2021 |
| 717893358 | Existing Customer | 43 | F | 3 | Graduate | Married | Unknown | Blue | 33 | 6 | 1 | 3 | 7951.0 | 1456 | 6495.0 | 0.882 | 4452 | 65 | 0.512 | 0.183 | 6/7/2020 |
| 780032208 | Attrited Customer | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 5 | 3 | 3 | 14201.0 | 0 | 14201.0 | 0.574 | 2223 | 47 | 0.679 | 0.000 | 11/11/2021 |
| 720219633 | Existing Customer | 52 | F | 0 | Graduate | Unknown | $40K - $60K | Blue | 42 | 4 | 3 | 2 | 2723.0 | 1544 | 1179.0 | 0.794 | 4108 | 70 | 1.258 | 0.567 | 2/21/2022 |
| 711676008 | Existing Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 2 | 2 | 2019.0 | 991 | 1028.0 | 0.799 | 3603 | 59 | 0.967 | 0.491 | 9/26/2019 |
| 714192033 | Existing Customer | 43 | F | 3 | High School | Single | Unknown | Blue | 25 | 5 | 1 | 2 | 10305.0 | 1870 | 8435.0 | 0.722 | 4018 | 63 | 0.800 | 0.181 | 10/8/2022 |
| 713442933 | Existing Customer | 49 | M | 3 | Unknown | Married | $40K - $60K | Blue | 32 | 4 | 3 | 3 | 3114.0 | 2208 | 906.0 | 0.824 | 5219 | 86 | 0.686 | 0.709 | 2/2/2022 |
| 789052308 | Attrited Customer | 40 | M | 3 | Graduate | Unknown | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 4323.0 | 0 | 4323.0 | 0.817 | 2451 | 38 | 0.727 | 0.000 | 3/22/2021 |
| 714948858 | Attrited Customer | 50 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3647.0 | 2517 | 1130.0 | 0.842 | 2935 | 58 | 0.933 | 0.690 | 7/18/2019 |
| 711772983 | Existing Customer | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 35 | 5 | 2 | 2 | 1849.0 | 1293 | 556.0 | 0.835 | 4678 | 71 | 0.972 | 0.699 | 11/11/2019 |
| 802937058 | Existing Customer | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 47 | 3 | 3 | 1 | 2540.0 | 1859 | 681.0 | 0.768 | 4480 | 80 | 0.702 | 0.732 | 5/28/2022 |
| 712493058 | Existing Customer | 42 | F | 5 | High School | Single | Unknown | Blue | 31 | 6 | 3 | 2 | 4972.0 | 0 | 4972.0 | 0.719 | 4524 | 72 | 0.756 | 0.000 | 6/9/2020 |
| 718808883 | Existing Customer | 55 | F | 2 | Graduate | Single | Less than $40K | Silver | 47 | 3 | 3 | 1 | 13565.0 | 0 | 13565.0 | 0.560 | 3705 | 69 | 0.917 | 0.000 | 12/11/2019 |
| 719685408 | Attrited Customer | 40 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 6332.0 | 318 | 6014.0 | 0.783 | 2505 | 43 | 0.536 | 0.050 | 7/25/2019 |
| 708829758 | Existing Customer | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 6062.0 | 761 | 5301.0 | 0.307 | 3877 | 66 | 0.375 | 0.126 | 7/26/2019 |
| 710792733 | Existing Customer | 47 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 2 | 2897.0 | 638 | 2259.0 | 1.041 | 4491 | 75 | 0.786 | 0.220 | 8/14/2019 |
| 716838633 | Existing Customer | 46 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 4 | 5 | 0 | 13407.0 | 1341 | 12066.0 | 0.928 | 4869 | 84 | 0.615 | 0.100 | 3/25/2022 |
| 714041283 | Existing Customer | 50 | F | 2 | Graduate | Single | Unknown | Blue | 40 | 5 | 2 | 2 | 6610.0 | 1663 | 4947.0 | 0.813 | 4735 | 83 | 0.766 | 0.252 | 8/5/2021 |
| 710284233 | Attrited Customer | 33 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.980 | 2439 | 43 | 0.720 | 0.000 | 12/26/2022 |
| 752944533 | Existing Customer | 45 | F | 5 | High School | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 2030.0 | 1269 | 761.0 | 0.646 | 5067 | 88 | 0.725 | 0.625 | 8/12/2019 |
| 713312208 | Attrited Customer | 53 | M | 1 | High School | Married | $40K - $60K | Blue | 43 | 1 | 2 | 3 | 3146.0 | 0 | 3146.0 | 0.414 | 1868 | 38 | 0.310 | 0.000 | 12/23/2019 |
| 804045933 | Existing Customer | 36 | M | 0 | Graduate | Married | $80K - $120K | Blue | 30 | 5 | 3 | 2 | 5302.0 | 2414 | 2888.0 | 0.779 | 4284 | 74 | 0.682 | 0.455 | 4/22/2022 |
| 716662683 | Existing Customer | 55 | F | 2 | Unknown | Single | Less than $40K | Blue | 45 | 6 | 2 | 3 | 3185.0 | 1820 | 1365.0 | 0.965 | 5069 | 81 | 1.025 | 0.571 | 4/10/2022 |
| 713432508 | Existing Customer | 42 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4328.0 | 1749 | 2579.0 | 0.806 | 4593 | 72 | 1.000 | 0.404 | 5/24/2021 |
| 799475658 | Existing Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2238.0 | 1300 | 938.0 | 1.071 | 4508 | 79 | 0.756 | 0.581 | 9/6/2021 |
| 719849958 | Existing Customer | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2658.0 | 1884 | 774.0 | 0.627 | 4779 | 83 | 0.930 | 0.709 | 6/17/2019 |
| 715803933 | Existing Customer | 47 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 9090.0 | 1371 | 7719.0 | 0.640 | 4422 | 65 | 0.585 | 0.151 | 8/27/2022 |
| 779486433 | Existing Customer | 46 | F | 5 | Unknown | Single | Less than $40K | Blue | 28 | 3 | 2 | 3 | 2424.0 | 2169 | 255.0 | 0.613 | 4209 | 76 | 0.767 | 0.895 | 12/6/2019 |
| 708281433 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.565 | 3848 | 75 | 0.705 | 0.000 | 8/3/2020 |
| 779844408 | Attrited Customer | 43 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 27 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.481 | 2137 | 40 | 0.333 | 0.000 | 7/24/2020 |
| 721306908 | Existing Customer | 61 | F | 1 | Graduate | Single | Unknown | Blue | 44 | 4 | 3 | 2 | 2303.0 | 540 | 1763.0 | 0.570 | 3440 | 46 | 0.704 | 0.234 | 12/13/2019 |
| 713964858 | Existing Customer | 51 | M | 2 | Graduate | Divorced | $120K + | Blue | 41 | 4 | 2 | 3 | 2792.0 | 887 | 1905.0 | 0.793 | 4074 | 81 | 0.800 | 0.318 | 2/13/2020 |
| 717545808 | Existing Customer | 44 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2900.0 | 1987 | 913.0 | 0.667 | 4549 | 70 | 0.750 | 0.685 | 10/14/2020 |
| 771232533 | Existing Customer | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 2267.0 | 1283 | 984.0 | 0.761 | 4249 | 81 | 0.800 | 0.566 | 8/29/2019 |
| 710883483 | Existing Customer | 52 | F | 1 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 4189.0 | 2066 | 2123.0 | 0.686 | 4661 | 85 | 0.735 | 0.493 | 1/1/2021 |
| 801715383 | Attrited Customer | 45 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 6 | 3 | 2 | 12890.0 | 0 | 12890.0 | 0.576 | 2216 | 51 | 0.545 | 0.000 | 9/13/2021 |
| 719594433 | Existing Customer | 35 | F | 2 | Graduate | Single | Unknown | Blue | 26 | 6 | 1 | 2 | 3269.0 | 1434 | 1835.0 | 0.630 | 4672 | 66 | 0.650 | 0.439 | 5/19/2019 |
| 716310633 | Existing Customer | 59 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2759.0 | 2481 | 278.0 | 0.588 | 5037 | 84 | 0.680 | 0.899 | 9/12/2020 |
| 714188883 | Attrited Customer | 46 | F | 5 | Doctorate | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 1787.0 | 0 | 1787.0 | 0.654 | 2345 | 36 | 0.286 | 0.000 | 7/26/2021 |
| 772437633 | Existing Customer | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 4 | 2 | 3 | 6854.0 | 0 | 6854.0 | 0.703 | 4578 | 72 | 0.756 | 0.000 | 8/17/2019 |
| 708536283 | Attrited Customer | 35 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 27 | 3 | 2 | 2 | 2904.0 | 2517 | 387.0 | 0.624 | 2653 | 46 | 0.586 | 0.867 | 4/4/2020 |
| 772569033 | Existing Customer | 44 | M | 0 | High School | Divorced | $80K - $120K | Blue | 34 | 5 | 2 | 2 | 5293.0 | 1236 | 4057.0 | 0.848 | 4572 | 90 | 0.800 | 0.234 | 6/9/2019 |
| 714443883 | Existing Customer | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 1 | 1781.0 | 0 | 1781.0 | 0.570 | 4593 | 81 | 0.800 | 0.000 | 5/14/2021 |
| 710369658 | Existing Customer | 50 | M | 3 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 3276.0 | 2353 | 923.0 | 0.725 | 4488 | 92 | 0.736 | 0.718 | 6/3/2019 |
| 788440083 | Existing Customer | 55 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 48 | 5 | 3 | 3 | 34516.0 | 1384 | 33132.0 | 0.625 | 3807 | 82 | 0.864 | 0.040 | 5/20/2021 |
| 773332908 | Existing Customer | 48 | M | 4 | High School | Unknown | $60K - $80K | Blue | 30 | 3 | 3 | 2 | 14670.0 | 1900 | 12770.0 | 0.806 | 4221 | 83 | 0.766 | 0.130 | 8/3/2022 |
| 709307808 | Attrited Customer | 59 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 4375.0 | 0 | 4375.0 | 0.621 | 2507 | 53 | 0.472 | 0.000 | 8/5/2021 |
| 712507758 | Existing Customer | 36 | F | 2 | College | Unknown | Unknown | Blue | 24 | 6 | 3 | 3 | 3448.0 | 1903 | 1545.0 | 0.841 | 5471 | 87 | 0.642 | 0.552 | 5/30/2021 |
| 715701033 | Attrited Customer | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 2111.0 | 1761 | 350.0 | 0.753 | 2112 | 46 | 0.769 | 0.834 | 12/26/2020 |
| 718478883 | Existing Customer | 55 | F | 2 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 3123.0 | 0 | 3123.0 | 0.513 | 4424 | 81 | 0.723 | 0.000 | 8/29/2021 |
| 788734158 | Existing Customer | 42 | M | 4 | Graduate | Married | $40K - $60K | Blue | 19 | 5 | 3 | 2 | 8374.0 | 0 | 8374.0 | 0.885 | 4493 | 59 | 1.034 | 0.000 | 3/16/2022 |
| 794490858 | Existing Customer | 48 | F | 1 | High School | Married | $40K - $60K | Silver | 28 | 3 | 1 | 2 | 15713.0 | 1387 | 14326.0 | 0.904 | 4775 | 61 | 0.605 | 0.088 | 2/10/2021 |
| 718397658 | Existing Customer | 60 | F | 0 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4115.0 | 1231 | 2884.0 | 0.745 | 3627 | 61 | 1.179 | 0.299 | 9/5/2019 |
| 718826883 | Attrited Customer | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 6925.0 | 0 | 6925.0 | 0.821 | 2506 | 36 | 0.440 | 0.000 | 3/4/2022 |
| 716733933 | Existing Customer | 42 | F | 2 | High School | Married | Unknown | Blue | 30 | 5 | 3 | 2 | 1898.0 | 725 | 1173.0 | 0.664 | 5051 | 64 | 1.065 | 0.382 | 7/29/2022 |
| 809307108 | Existing Customer | 44 | F | 1 | High School | Single | Unknown | Blue | 39 | 4 | 3 | 2 | 2021.0 | 1182 | 839.0 | 0.794 | 4209 | 77 | 0.833 | 0.585 | 1/2/2019 |
| 778671483 | Existing Customer | 33 | F | 3 | Uneducated | Single | Less than $40K | Blue | 13 | 5 | 3 | 3 | 1630.0 | 1008 | 622.0 | 0.695 | 4143 | 67 | 0.595 | 0.618 | 2/12/2021 |
| 815504583 | Attrited Customer | 48 | F | 4 | Graduate | Single | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 1538.0 | 0 | 1538.0 | 0.684 | 2275 | 43 | 0.483 | 0.000 | 5/28/2020 |
| 789319458 | Existing Customer | 48 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 38 | 6 | 2 | 3 | 22639.0 | 1481 | 21158.0 | 0.703 | 4219 | 65 | 0.477 | 0.065 | 1/1/2019 |
| 710382108 | Existing Customer | 39 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 19 | 5 | 1 | 2 | 2452.0 | 2423 | 29.0 | 0.778 | 4204 | 63 | 0.800 | 0.988 | 12/31/2020 |
| 720895533 | Existing Customer | 32 | F | 4 | Unknown | Married | Less than $40K | Blue | 22 | 6 | 3 | 3 | 1438.3 | 1056 | 382.3 | 0.986 | 4885 | 78 | 1.053 | 0.734 | 1/15/2022 |
| 709891608 | Attrited Customer | 41 | M | 2 | High School | Married | $120K + | Blue | 24 | 5 | 2 | 3 | 9924.0 | 0 | 9924.0 | 0.517 | 1949 | 43 | 0.483 | 0.000 | 10/21/2022 |
| 717136533 | Existing Customer | 37 | F | 2 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 2 | 2 | 2586.0 | 835 | 1751.0 | 0.721 | 4883 | 73 | 0.825 | 0.323 | 3/30/2021 |
| 790164408 | Existing Customer | 59 | F | 1 | Unknown | Married | Less than $40K | Blue | 52 | 6 | 3 | 3 | 2308.0 | 2094 | 214.0 | 0.722 | 4869 | 77 | 0.750 | 0.907 | 9/21/2019 |
| 795613233 | Existing Customer | 48 | F | 2 | Graduate | Married | Unknown | Blue | 42 | 4 | 2 | 0 | 10514.0 | 1494 | 9020.0 | 0.649 | 4949 | 76 | 0.810 | 0.142 | 9/20/2021 |
| 709009833 | Existing Customer | 54 | M | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 3 | 3 | 1655.0 | 0 | 1655.0 | 0.766 | 4621 | 67 | 0.675 | 0.000 | 3/10/2019 |
| 720054183 | Existing Customer | 41 | F | 2 | Graduate | Single | $40K - $60K | Blue | 25 | 4 | 2 | 2 | 2768.0 | 2228 | 540.0 | 0.864 | 5112 | 86 | 0.870 | 0.805 | 7/15/2020 |
| 713193408 | Existing Customer | 59 | F | 0 | Unknown | Single | Less than $40K | Blue | 52 | 3 | 3 | 3 | 2533.0 | 2076 | 457.0 | 0.738 | 3816 | 75 | 0.829 | 0.820 | 3/5/2022 |
| 801508383 | Existing Customer | 48 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 2 | 25658.0 | 1721 | 23937.0 | 0.592 | 4498 | 85 | 0.635 | 0.067 | 6/7/2020 |
| 711949683 | Attrited Customer | 55 | F | 2 | College | Divorced | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 4410.0 | 2517 | 1893.0 | 0.530 | 1883 | 44 | 0.630 | 0.571 | 10/30/2021 |
| 787747308 | Attrited Customer | 49 | F | 4 | Uneducated | Unknown | Less than $40K | Blue | 39 | 6 | 3 | 2 | 3468.0 | 2517 | 951.0 | 0.746 | 2494 | 39 | 0.345 | 0.726 | 12/19/2021 |
| 720064158 | Existing Customer | 51 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.709 | 4323 | 70 | 0.667 | 0.000 | 5/28/2020 |
| 779104608 | Attrited Customer | 34 | F | 3 | High School | Unknown | Unknown | Blue | 15 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.689 | 2819 | 48 | 0.600 | 0.000 | 12/28/2021 |
| 715477233 | Existing Customer | 55 | F | 1 | High School | Unknown | Unknown | Blue | 36 | 3 | 2 | 3 | 6968.0 | 1430 | 5538.0 | 0.950 | 4037 | 69 | 1.029 | 0.205 | 5/22/2021 |
| 719524383 | Existing Customer | 35 | F | 3 | Graduate | Single | $40K - $60K | Blue | 22 | 3 | 1 | 3 | 2441.0 | 1670 | 771.0 | 0.697 | 4105 | 73 | 0.553 | 0.684 | 5/27/2020 |
| 713804883 | Attrited Customer | 46 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 1836.0 | 0 | 1836.0 | 0.323 | 1799 | 28 | 0.167 | 0.000 | 12/8/2020 |
| 710359458 | Existing Customer | 50 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 2560.0 | 1807 | 753.0 | 0.995 | 4456 | 70 | 0.522 | 0.706 | 3/26/2020 |
| 716311683 | Existing Customer | 43 | M | 4 | College | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 32733.0 | 1448 | 31285.0 | 0.655 | 3452 | 54 | 0.862 | 0.044 | 10/21/2022 |
| 753795633 | Attrited Customer | 48 | F | 2 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 2 | 2964.0 | 2517 | 447.0 | 0.699 | 2327 | 38 | 0.810 | 0.849 | 10/29/2020 |
| 780076833 | Existing Customer | 44 | M | 1 | Unknown | Unknown | $80K - $120K | Blue | 29 | 6 | 1 | 2 | 8315.0 | 1008 | 7307.0 | 0.718 | 4088 | 66 | 0.610 | 0.121 | 12/27/2021 |
| 716019333 | Existing Customer | 65 | F | 0 | Unknown | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2279.0 | 1789 | 490.0 | 0.865 | 4091 | 82 | 0.907 | 0.785 | 9/28/2021 |
| 820657083 | Existing Customer | 53 | M | 4 | College | Single | $80K - $120K | Silver | 48 | 5 | 1 | 2 | 34516.0 | 800 | 33716.0 | 0.804 | 3819 | 72 | 0.600 | 0.023 | 7/30/2019 |
| 716901858 | Existing Customer | 49 | M | 4 | Doctorate | Married | $40K - $60K | Blue | 39 | 5 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.562 | 3691 | 77 | 0.510 | 0.000 | 5/26/2019 |
| 756571983 | Existing Customer | 45 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2020.0 | 1103 | 917.0 | 0.942 | 4951 | 85 | 0.932 | 0.546 | 1/2/2020 |
| 817607358 | Attrited Customer | 44 | F | 2 | High School | Unknown | Unknown | Gold | 35 | 3 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.767 | 2227 | 44 | 0.630 | 0.000 | 1/3/2022 |
| 778268508 | Existing Customer | 56 | F | 2 | Uneducated | Single | Unknown | Blue | 47 | 5 | 2 | 1 | 5261.0 | 1966 | 3295.0 | 0.672 | 4448 | 86 | 0.792 | 0.374 | 10/25/2021 |
| 778984383 | Existing Customer | 43 | F | 3 | High School | Married | Unknown | Blue | 31 | 3 | 3 | 1 | 2692.0 | 2039 | 653.0 | 0.853 | 4622 | 73 | 0.780 | 0.757 | 3/19/2021 |
| 720771933 | Existing Customer | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 1994.0 | 0 | 1994.0 | 0.829 | 4434 | 69 | 0.568 | 0.000 | 10/19/2021 |
| 748827033 | Existing Customer | 44 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 3290.0 | 0 | 3290.0 | 0.841 | 4780 | 84 | 0.615 | 0.000 | 3/23/2021 |
| 712591983 | Existing Customer | 52 | F | 5 | Graduate | Single | $40K - $60K | Blue | 41 | 4 | 2 | 3 | 3035.0 | 1960 | 1075.0 | 0.566 | 4104 | 79 | 0.927 | 0.646 | 5/19/2022 |
| 712181658 | Existing Customer | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 2407.0 | 1552 | 855.0 | 0.620 | 4983 | 86 | 0.755 | 0.645 | 6/19/2021 |
| 712297683 | Attrited Customer | 47 | F | 3 | College | Married | Less than $40K | Blue | 35 | 6 | 3 | 2 | 1781.0 | 0 | 1781.0 | 0.693 | 2196 | 35 | 0.750 | 0.000 | 1/13/2021 |
| 714684933 | Attrited Customer | 40 | F | 1 | Uneducated | Married | Less than $40K | Blue | 28 | 5 | 2 | 3 | 3680.0 | 0 | 3680.0 | 0.729 | 2725 | 41 | 0.577 | 0.000 | 2/11/2021 |
| 720742083 | Attrited Customer | 48 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2740.0 | 2425 | 315.0 | 0.816 | 2431 | 46 | 0.394 | 0.885 | 5/24/2022 |
| 772310958 | Existing Customer | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 6 | 3 | 4311.0 | 822 | 3489.0 | 0.722 | 4965 | 94 | 0.541 | 0.191 | 4/15/2021 |
| 715343883 | Existing Customer | 42 | F | 3 | High School | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1931.0 | 1297 | 634.0 | 1.037 | 4693 | 66 | 0.833 | 0.672 | 3/24/2021 |
| 720470133 | Existing Customer | 59 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3604.0 | 1483 | 2121.0 | 0.597 | 4576 | 87 | 0.706 | 0.411 | 7/20/2021 |
| 710420133 | Existing Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 2 | 2190.0 | 0 | 2190.0 | 0.630 | 4416 | 68 | 0.581 | 0.000 | 4/10/2021 |
| 720933408 | Existing Customer | 56 | F | 2 | Uneducated | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8438.0 | 1825 | 6613.0 | 0.589 | 4798 | 89 | 0.712 | 0.216 | 10/19/2021 |
| 716304483 | Existing Customer | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 3413.0 | 2372 | 1041.0 | 0.700 | 5029 | 86 | 0.792 | 0.695 | 4/12/2021 |
| 719534058 | Existing Customer | 26 | F | 0 | Graduate | Unknown | Less than $40K | Blue | 14 | 3 | 2 | 1 | 2163.0 | 1942 | 221.0 | 0.582 | 4380 | 57 | 0.781 | 0.898 | 12/5/2020 |
| 710515308 | Existing Customer | 42 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3595.0 | 1904 | 1691.0 | 0.891 | 5025 | 84 | 0.647 | 0.530 | 6/14/2022 |
| 797241108 | Existing Customer | 47 | M | 1 | Graduate | Married | $120K + | Blue | 41 | 5 | 3 | 3 | 9036.0 | 1080 | 7956.0 | 0.742 | 4500 | 83 | 0.660 | 0.120 | 3/8/2019 |
| 708884658 | Existing Customer | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 1 | 1 | 2315.0 | 1565 | 750.0 | 0.873 | 4828 | 90 | 0.800 | 0.676 | 8/6/2019 |
| 794475483 | Existing Customer | 44 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 27 | 4 | 3 | 2 | 34516.0 | 1043 | 33473.0 | 0.690 | 4654 | 59 | 0.639 | 0.030 | 5/9/2019 |
| 714315858 | Existing Customer | 56 | F | 3 | High School | Married | Less than $40K | Blue | 37 | 6 | 1 | 3 | 4008.0 | 1650 | 2358.0 | 1.000 | 5429 | 71 | 0.732 | 0.412 | 8/16/2020 |
| 717217983 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 30 | 6 | 2 | 3 | 3143.0 | 2517 | 626.0 | 0.959 | 5409 | 79 | 0.881 | 0.801 | 8/9/2019 |
| 721124658 | Attrited Customer | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 27 | 4 | 2 | 3 | 3427.0 | 0 | 3427.0 | 0.500 | 2625 | 63 | 0.500 | 0.000 | 10/13/2019 |
| 716753058 | Existing Customer | 38 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 2699.0 | 564 | 2135.0 | 0.683 | 4813 | 78 | 0.814 | 0.209 | 12/12/2022 |
| 711069483 | Existing Customer | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1538.0 | 0 | 1538.0 | 0.706 | 4884 | 79 | 0.881 | 0.000 | 7/2/2020 |
| 708478233 | Existing Customer | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 5573.0 | 1238 | 4335.0 | 0.624 | 4348 | 90 | 0.837 | 0.222 | 7/28/2019 |
| 710783358 | Existing Customer | 46 | M | 3 | High School | Unknown | $80K - $120K | Blue | 35 | 5 | 3 | 2 | 2570.0 | 1764 | 806.0 | 0.786 | 4442 | 85 | 0.771 | 0.686 | 1/25/2022 |
| 713710383 | Existing Customer | 43 | M | 2 | High School | Unknown | $80K - $120K | Blue | 30 | 4 | 2 | 1 | 18008.0 | 2517 | 15491.0 | 0.775 | 2659 | 55 | 0.833 | 0.140 | 7/10/2020 |
| 720815208 | Attrited Customer | 52 | M | 0 | High School | Single | $120K + | Blue | 39 | 5 | 3 | 3 | 34516.0 | 216 | 34300.0 | 0.556 | 2395 | 47 | 0.306 | 0.006 | 5/4/2020 |
| 721338783 | Existing Customer | 49 | F | 4 | Uneducated | Married | Unknown | Blue | 36 | 3 | 2 | 3 | 13483.0 | 2517 | 10966.0 | 0.733 | 3427 | 72 | 0.600 | 0.187 | 9/20/2019 |
| 714121983 | Existing Customer | 49 | F | 3 | Graduate | Single | Unknown | Blue | 42 | 4 | 2 | 3 | 4349.0 | 1400 | 2949.0 | 0.641 | 4694 | 84 | 0.750 | 0.322 | 1/30/2022 |
| 715061733 | Existing Customer | 42 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 11698.0 | 1060 | 10638.0 | 1.282 | 3539 | 81 | 0.929 | 0.091 | 12/4/2019 |
| 720520308 | Attrited Customer | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 2 | 3 | 8318.0 | 2517 | 5801.0 | 0.690 | 2427 | 52 | 0.625 | 0.303 | 9/8/2020 |
| 806908608 | Existing Customer | 46 | F | 2 | Unknown | Married | Less than $40K | Blue | 41 | 5 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.691 | 3942 | 78 | 1.229 | 0.000 | 12/9/2021 |
| 798972183 | Attrited Customer | 49 | F | 2 | Unknown | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 1643.0 | 526 | 1117.0 | 0.829 | 2520 | 38 | 0.583 | 0.320 | 3/8/2021 |
| 715030308 | Existing Customer | 42 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 5 | 1 | 2 | 1503.0 | 929 | 574.0 | 0.892 | 4680 | 67 | 0.971 | 0.618 | 11/13/2021 |
| 708244458 | Existing Customer | 47 | F | 2 | Unknown | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 2793.0 | 1517 | 1276.0 | 0.712 | 3485 | 72 | 0.895 | 0.543 | 8/19/2020 |
| 789479058 | Existing Customer | 45 | F | 4 | College | Divorced | $40K - $60K | Blue | 37 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.835 | 4459 | 66 | 0.833 | 0.000 | 12/30/2022 |
| 784998108 | Existing Customer | 33 | M | 3 | High School | Married | $80K - $120K | Blue | 22 | 5 | 3 | 2 | 9094.0 | 0 | 9094.0 | 0.631 | 4203 | 76 | 0.727 | 0.000 | 12/8/2019 |
| 711808383 | Existing Customer | 50 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 6362.0 | 1709 | 4653.0 | 1.016 | 4476 | 85 | 0.735 | 0.269 | 5/16/2022 |
| 770839608 | Existing Customer | 60 | F | 1 | Unknown | Single | Less than $40K | Blue | 47 | 6 | 1 | 1 | 2394.0 | 1427 | 967.0 | 0.803 | 4611 | 82 | 0.783 | 0.596 | 5/4/2021 |
| 713866308 | Existing Customer | 45 | M | 4 | Unknown | Single | $60K - $80K | Blue | 36 | 5 | 2 | 1 | 15100.0 | 2004 | 13096.0 | 0.900 | 4135 | 76 | 0.689 | 0.133 | 5/3/2021 |
| 714250908 | Attrited Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 4 | 2 | 2927.0 | 2517 | 410.0 | 0.419 | 2231 | 60 | 0.875 | 0.860 | 6/7/2022 |
| 739317558 | Existing Customer | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 35 | 4 | 3 | 3 | 9030.0 | 2369 | 6661.0 | 0.662 | 4899 | 84 | 0.867 | 0.262 | 7/20/2020 |
| 718702908 | Existing Customer | 53 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1543.0 | 1041 | 502.0 | 0.920 | 4312 | 84 | 0.647 | 0.675 | 5/9/2019 |
| 720644883 | Existing Customer | 53 | F | 1 | College | Married | Unknown | Blue | 40 | 3 | 2 | 1 | 4941.0 | 1867 | 3074.0 | 0.730 | 5104 | 87 | 0.851 | 0.378 | 5/2/2022 |
| 717182883 | Existing Customer | 33 | F | 1 | High School | Married | Unknown | Blue | 36 | 3 | 2 | 2 | 2279.0 | 1432 | 847.0 | 0.855 | 4169 | 74 | 0.947 | 0.628 | 3/7/2020 |
| 719384433 | Attrited Customer | 44 | F | 3 | High School | Divorced | Less than $40K | Blue | 28 | 5 | 2 | 3 | 1877.0 | 1203 | 674.0 | 0.654 | 2581 | 57 | 0.781 | 0.641 | 11/10/2022 |
| 787301208 | Existing Customer | 52 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 46 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.706 | 3763 | 74 | 0.850 | 0.000 | 3/4/2020 |
| 720924633 | Existing Customer | 40 | F | 5 | Graduate | Unknown | Less than $40K | Blue | 27 | 4 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.984 | 4397 | 73 | 0.553 | 0.000 | 6/10/2022 |
| 721316358 | Existing Customer | 41 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 5 | 1 | 1 | 9577.0 | 632 | 8945.0 | 0.379 | 4086 | 62 | 0.771 | 0.066 | 2/27/2020 |
| 716118633 | Existing Customer | 43 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 5427.0 | 2177 | 3250.0 | 0.824 | 4328 | 73 | 0.622 | 0.401 | 1/26/2020 |
| 789880533 | Attrited Customer | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 5913.0 | 1651 | 4262.0 | 0.790 | 2404 | 39 | 0.560 | 0.279 | 3/18/2021 |
| 711221958 | Attrited Customer | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 2 | 2867.0 | 0 | 2867.0 | 0.703 | 2646 | 41 | 0.464 | 0.000 | 10/22/2019 |
| 715510683 | Existing Customer | 40 | F | 1 | High School | Single | Less than $40K | Blue | 29 | 3 | 2 | 2 | 2506.0 | 1362 | 1144.0 | 0.844 | 4665 | 82 | 0.745 | 0.543 | 4/10/2020 |
| 718689258 | Existing Customer | 39 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 1693.0 | 1101 | 592.0 | 0.778 | 4203 | 87 | 0.851 | 0.650 | 3/19/2022 |
| 716368008 | Attrited Customer | 54 | F | 1 | Graduate | Married | Unknown | Blue | 36 | 4 | 2 | 2 | 3137.0 | 959 | 2178.0 | 1.008 | 2925 | 41 | 0.414 | 0.306 | 2/4/2019 |
| 712092783 | Attrited Customer | 47 | F | 3 | Doctorate | Single | Less than $40K | Blue | 40 | 6 | 2 | 3 | 2437.0 | 0 | 2437.0 | 0.664 | 2027 | 42 | 0.448 | 0.000 | 7/25/2021 |
| 789541458 | Existing Customer | 35 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 6 | 0 | 2 | 1438.3 | 977 | 461.3 | 1.189 | 4840 | 85 | 1.073 | 0.679 | 7/24/2020 |
| 719539458 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 3 | 3 | 3913.0 | 0 | 3913.0 | 0.722 | 5170 | 93 | 0.860 | 0.000 | 7/27/2019 |
| 713082708 | Existing Customer | 41 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 4953.0 | 991 | 3962.0 | 0.342 | 4183 | 67 | 0.489 | 0.200 | 3/13/2022 |
| 794665608 | Existing Customer | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 3 | 5724.0 | 582 | 5142.0 | 0.817 | 4510 | 59 | 0.903 | 0.102 | 9/17/2021 |
| 712827258 | Existing Customer | 37 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 25 | 5 | 0 | 3 | 1438.3 | 0 | 1438.3 | 1.023 | 5046 | 77 | 0.925 | 0.000 | 12/6/2020 |
| 714525633 | Existing Customer | 55 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1886.0 | 1023 | 863.0 | 0.708 | 4233 | 81 | 0.884 | 0.542 | 1/19/2020 |
| 708726708 | Attrited Customer | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 1451.0 | 599 | 852.0 | 0.752 | 2192 | 35 | 0.458 | 0.413 | 8/1/2022 |
| 768498258 | Existing Customer | 47 | F | 1 | High School | Married | Unknown | Blue | 41 | 3 | 2 | 3 | 2950.0 | 1642 | 1308.0 | 0.800 | 4740 | 83 | 0.694 | 0.557 | 2/5/2019 |
| 712767858 | Attrited Customer | 42 | F | 0 | College | Single | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1438.3 | 1223 | 215.3 | 0.491 | 2181 | 43 | 0.593 | 0.850 | 7/16/2022 |
| 709231683 | Existing Customer | 36 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 23 | 6 | 2 | 3 | 2024.0 | 901 | 1123.0 | 0.659 | 4861 | 84 | 0.750 | 0.445 | 5/27/2021 |
| 712445583 | Attrited Customer | 33 | F | 0 | College | Single | Unknown | Blue | 15 | 3 | 1 | 4 | 2299.0 | 0 | 2299.0 | 0.663 | 2323 | 47 | 0.469 | 0.000 | 9/20/2019 |
| 711461658 | Existing Customer | 47 | M | 1 | High School | Married | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 3291.0 | 1197 | 2094.0 | 0.672 | 3228 | 82 | 0.708 | 0.364 | 11/8/2020 |
| 713891133 | Attrited Customer | 41 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.3 | 834 | 604.3 | 0.407 | 1890 | 43 | 0.387 | 0.580 | 2/8/2022 |
| 710074458 | Existing Customer | 41 | F | 5 | High School | Divorced | Less than $40K | Blue | 34 | 3 | 1 | 3 | 2137.0 | 996 | 1141.0 | 0.625 | 4290 | 90 | 0.875 | 0.466 | 6/16/2022 |
| 779279883 | Attrited Customer | 60 | F | 2 | High School | Married | Less than $40K | Blue | 42 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.061 | 1628 | 42 | 0.077 | 0.000 | 8/15/2022 |
| 719674533 | Existing Customer | 48 | M | 3 | Unknown | Single | $80K - $120K | Blue | 44 | 5 | 1 | 3 | 16794.0 | 1527 | 15267.0 | 0.912 | 4040 | 76 | 0.689 | 0.091 | 2/9/2019 |
| 716535408 | Existing Customer | 43 | M | 3 | Unknown | Married | $40K - $60K | Blue | 32 | 3 | 1 | 3 | 12219.0 | 1462 | 10757.0 | 0.558 | 3843 | 69 | 0.605 | 0.120 | 12/21/2021 |
| 710319108 | Existing Customer | 54 | F | 2 | High School | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 1804.0 | 1298 | 506.0 | 0.758 | 4542 | 73 | 0.921 | 0.720 | 5/5/2022 |
| 714777858 | Existing Customer | 60 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2343.0 | 2066 | 277.0 | 0.720 | 4858 | 69 | 0.917 | 0.882 | 11/11/2020 |
| 769974258 | Existing Customer | 44 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 38 | 5 | 2 | 3 | 19724.0 | 0 | 19724.0 | 0.644 | 3830 | 82 | 0.673 | 0.000 | 6/11/2019 |
| 717819633 | Existing Customer | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 1 | 2 | 3949.0 | 1463 | 2486.0 | 1.072 | 4124 | 57 | 0.839 | 0.370 | 3/4/2019 |
| 712953483 | Attrited Customer | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 4 | 1682.0 | 0 | 1682.0 | 0.750 | 1811 | 39 | 0.500 | 0.000 | 6/3/2021 |
| 779029458 | Attrited Customer | 54 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 1724.0 | 0 | 1724.0 | 0.670 | 2725 | 47 | 0.424 | 0.000 | 3/12/2020 |
| 721321383 | Existing Customer | 50 | F | 3 | Doctorate | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 2372.0 | 1148 | 1224.0 | 0.872 | 4418 | 80 | 0.818 | 0.484 | 9/12/2021 |
| 716973333 | Existing Customer | 40 | M | 3 | Uneducated | Married | $120K + | Blue | 28 | 3 | 3 | 2 | 4642.0 | 1676 | 2966.0 | 0.615 | 5080 | 76 | 0.810 | 0.361 | 8/19/2020 |
| 709946658 | Existing Customer | 49 | F | 4 | College | Single | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 2765.0 | 1211 | 1554.0 | 0.736 | 4629 | 58 | 0.706 | 0.438 | 8/4/2021 |
| 709243533 | Existing Customer | 49 | F | 2 | Unknown | Single | Less than $40K | Blue | 41 | 5 | 3 | 2 | 2555.0 | 1815 | 740.0 | 0.847 | 4552 | 75 | 0.829 | 0.710 | 10/16/2019 |
| 709999308 | Existing Customer | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 3 | 2 | 2 | 3150.0 | 0 | 3150.0 | 0.750 | 3477 | 78 | 0.857 | 0.000 | 1/30/2022 |
| 712389108 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2570.0 | 2107 | 463.0 | 0.651 | 4058 | 83 | 0.766 | 0.820 | 12/13/2021 |
| 712305333 | Existing Customer | 59 | M | 0 | Graduate | Single | $60K - $80K | Blue | 53 | 4 | 2 | 2 | 4386.0 | 2505 | 1881.0 | 0.806 | 4064 | 65 | 0.806 | 0.571 | 6/12/2020 |
| 812785158 | Existing Customer | 42 | M | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 2411.0 | 1797 | 614.0 | 0.607 | 4331 | 63 | 0.500 | 0.745 | 5/6/2022 |
| 765459858 | Attrited Customer | 47 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 4 | 4 | 3 | 6397.0 | 0 | 6397.0 | 0.632 | 2511 | 56 | 0.556 | 0.000 | 4/21/2020 |
| 714894708 | Attrited Customer | 53 | M | 1 | Uneducated | Unknown | $120K + | Blue | 45 | 4 | 4 | 2 | 23958.0 | 2517 | 21441.0 | 0.702 | 2777 | 45 | 0.552 | 0.105 | 4/8/2020 |
| 711296508 | Existing Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 42 | 5 | 2 | 3 | 2608.0 | 2455 | 153.0 | 0.886 | 4776 | 85 | 0.889 | 0.941 | 1/2/2019 |
| 795713058 | Existing Customer | 45 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 39 | 3 | 1 | 2 | 4409.0 | 1753 | 2656.0 | 0.550 | 4292 | 76 | 0.652 | 0.398 | 8/13/2021 |
| 789487308 | Existing Customer | 48 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 39 | 3 | 2 | 2 | 10033.0 | 0 | 10033.0 | 0.644 | 4106 | 78 | 0.902 | 0.000 | 3/15/2019 |
| 720130233 | Attrited Customer | 48 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 1641.0 | 0 | 1641.0 | 0.791 | 2536 | 45 | 0.364 | 0.000 | 3/30/2021 |
| 789047208 | Existing Customer | 57 | F | 2 | High School | Single | Less than $40K | Blue | 45 | 4 | 1 | 3 | 2454.0 | 1610 | 844.0 | 1.036 | 4983 | 79 | 0.795 | 0.656 | 12/7/2019 |
| 715864983 | Existing Customer | 56 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 5 | 2 | 2 | 1978.0 | 0 | 1978.0 | 0.641 | 4870 | 83 | 0.844 | 0.000 | 3/8/2019 |
| 708765933 | Existing Customer | 46 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 5464.0 | 887 | 4577.0 | 0.554 | 4866 | 81 | 0.620 | 0.162 | 2/20/2021 |
| 809320908 | Existing Customer | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 37 | 3 | 3 | 3 | 5951.0 | 0 | 5951.0 | 0.742 | 4160 | 84 | 0.867 | 0.000 | 8/29/2019 |
| 779324358 | Existing Customer | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 31 | 6 | 1 | 3 | 2381.0 | 1603 | 778.0 | 0.687 | 4013 | 79 | 0.756 | 0.673 | 3/24/2019 |
| 713730108 | Existing Customer | 48 | M | 4 | Post-Graduate | Divorced | $60K - $80K | Blue | 38 | 3 | 2 | 2 | 11596.0 | 1258 | 10338.0 | 0.426 | 4686 | 67 | 0.675 | 0.108 | 3/30/2020 |
| 711783483 | Existing Customer | 55 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 4 | 3 | 2 | 5162.0 | 984 | 4178.0 | 0.842 | 3562 | 72 | 0.895 | 0.191 | 5/12/2019 |
| 719294433 | Existing Customer | 63 | F | 1 | Uneducated | Single | Unknown | Blue | 55 | 4 | 3 | 1 | 16312.0 | 520 | 15792.0 | 0.806 | 4366 | 68 | 0.659 | 0.032 | 11/1/2021 |
| 718279008 | Attrited Customer | 44 | M | 3 | High School | Single | $60K - $80K | Silver | 36 | 5 | 2 | 3 | 25276.0 | 0 | 25276.0 | 0.849 | 2282 | 38 | 0.583 | 0.000 | 8/1/2020 |
| 721238508 | Existing Customer | 38 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 3 | 3 | 3 | 1939.0 | 1484 | 455.0 | 0.576 | 4790 | 77 | 0.750 | 0.765 | 11/12/2020 |
| 709365483 | Existing Customer | 45 | F | 2 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2788.0 | 1826 | 962.0 | 0.521 | 4437 | 67 | 0.595 | 0.655 | 7/1/2021 |
| 718477983 | Existing Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 42 | 4 | 2 | 3 | 1438.3 | 1108 | 330.3 | 0.782 | 4776 | 90 | 0.765 | 0.770 | 1/13/2019 |
| 719809533 | Existing Customer | 59 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2448.0 | 1969 | 479.0 | 0.713 | 5066 | 84 | 0.750 | 0.804 | 3/20/2022 |
| 717239133 | Existing Customer | 52 | F | 1 | College | Married | Unknown | Blue | 40 | 5 | 3 | 1 | 10317.0 | 642 | 9675.0 | 0.553 | 3939 | 60 | 0.875 | 0.062 | 6/11/2021 |
| 814091058 | Attrited Customer | 38 | F | 1 | College | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 3119.0 | 2517 | 602.0 | 0.722 | 2492 | 50 | 0.515 | 0.807 | 4/18/2020 |
| 710555433 | Attrited Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2803.0 | 0 | 2803.0 | 0.623 | 2216 | 40 | 0.600 | 0.000 | 8/3/2019 |
| 770956158 | Existing Customer | 43 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2397.0 | 2151 | 246.0 | 0.839 | 4140 | 68 | 0.744 | 0.897 | 6/10/2021 |
| 718263108 | Attrited Customer | 44 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 32 | 3 | 3 | 2 | 1693.0 | 1457 | 236.0 | 0.919 | 2829 | 42 | 0.615 | 0.861 | 11/20/2021 |
| 715984908 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2866.0 | 1882 | 984.0 | 0.803 | 4850 | 84 | 0.826 | 0.657 | 8/10/2020 |
| 711020358 | Existing Customer | 52 | F | 3 | Uneducated | Unknown | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2498.0 | 1650 | 848.0 | 0.673 | 4434 | 79 | 0.837 | 0.661 | 9/6/2019 |
| 788769783 | Existing Customer | 42 | F | 4 | College | Divorced | Less than $40K | Blue | 23 | 6 | 1 | 3 | 1878.0 | 1024 | 854.0 | 0.760 | 4707 | 74 | 0.897 | 0.545 | 4/19/2021 |
| 715496808 | Existing Customer | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 2712.0 | 2487 | 225.0 | 0.571 | 4159 | 69 | 0.683 | 0.917 | 2/7/2020 |
| 779931783 | Attrited Customer | 52 | M | 2 | High School | Single | $120K + | Blue | 38 | 6 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.639 | 2213 | 47 | 0.382 | 0.000 | 8/27/2019 |
| 818763033 | Existing Customer | 34 | F | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 6 | 1 | 1 | 6169.0 | 2517 | 3652.0 | 1.117 | 4794 | 71 | 0.690 | 0.408 | 1/24/2021 |
| 711953358 | Existing Customer | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 4 | 2 | 2 | 6205.0 | 2264 | 3941.0 | 0.773 | 4605 | 88 | 0.725 | 0.365 | 2/26/2021 |
| 716485308 | Existing Customer | 43 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1780.0 | 1541 | 239.0 | 0.839 | 5008 | 93 | 0.722 | 0.866 | 5/16/2019 |
| 716432658 | Existing Customer | 48 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.646 | 4490 | 65 | 0.625 | 0.000 | 11/24/2022 |
| 712691883 | Attrited Customer | 41 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2811.0 | 2404 | 407.0 | 0.491 | 2245 | 41 | 0.464 | 0.855 | 2/9/2020 |
| 712611108 | Attrited Customer | 59 | F | 1 | Unknown | Single | Less than $40K | Blue | 53 | 5 | 6 | 2 | 7501.0 | 2517 | 4984.0 | 0.663 | 2280 | 49 | 0.531 | 0.336 | 9/22/2022 |
| 716245833 | Existing Customer | 62 | M | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2856.0 | 2517 | 339.0 | 0.615 | 4473 | 67 | 0.489 | 0.881 | 7/23/2020 |
| 780052008 | Existing Customer | 37 | M | 3 | Unknown | Single | $80K - $120K | Blue | 22 | 4 | 2 | 2 | 29898.0 | 1414 | 28484.0 | 0.453 | 3883 | 68 | 0.700 | 0.047 | 9/21/2021 |
| 709759908 | Existing Customer | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 1939.0 | 685 | 1254.0 | 0.421 | 4327 | 84 | 0.680 | 0.353 | 6/14/2022 |
| 788667408 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Blue | 21 | 6 | 1 | 1 | 2965.0 | 1819 | 1146.0 | 0.796 | 4475 | 66 | 0.692 | 0.613 | 3/23/2019 |
| 721449408 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 25 | 6 | 2 | 1 | 2812.0 | 2029 | 783.0 | 0.634 | 4763 | 74 | 0.762 | 0.722 | 12/20/2020 |
| 708316008 | Attrited Customer | 59 | F | 1 | Graduate | Single | Unknown | Blue | 36 | 3 | 2 | 3 | 10031.0 | 0 | 10031.0 | 0.238 | 1792 | 29 | 0.074 | 0.000 | 8/21/2021 |
| 714655758 | Existing Customer | 62 | M | 0 | Graduate | Divorced | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4049.0 | 0 | 4049.0 | 0.567 | 4003 | 73 | 0.659 | 0.000 | 4/7/2019 |
| 711846183 | Attrited Customer | 38 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2669.0 | 0 | 2669.0 | 0.670 | 2271 | 31 | 0.722 | 0.000 | 10/26/2022 |
| 720612333 | Attrited Customer | 44 | F | 3 | College | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1951.0 | 0 | 1951.0 | 0.772 | 2697 | 45 | 0.731 | 0.000 | 6/29/2019 |
| 714673833 | Existing Customer | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 1528.0 | 0 | 1528.0 | 0.669 | 4411 | 77 | 0.833 | 0.000 | 4/15/2020 |
| 710525508 | Attrited Customer | 48 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.3 | 455 | 983.3 | 0.626 | 2090 | 50 | 0.562 | 0.316 | 10/21/2019 |
| 757854858 | Attrited Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 43 | 4 | 3 | 4 | 3143.0 | 0 | 3143.0 | 0.764 | 2297 | 37 | 0.321 | 0.000 | 7/9/2020 |
| 714658233 | Existing Customer | 46 | F | 5 | High School | Unknown | Less than $40K | Blue | 37 | 4 | 3 | 3 | 1438.3 | 725 | 713.3 | 0.715 | 3916 | 79 | 0.795 | 0.504 | 9/21/2019 |
| 716381808 | Existing Customer | 43 | M | 2 | Unknown | Single | $40K - $60K | Blue | 36 | 4 | 4 | 1 | 8406.0 | 0 | 8406.0 | 0.743 | 3820 | 75 | 0.630 | 0.000 | 5/27/2020 |
| 720831783 | Existing Customer | 50 | F | 0 | High School | Unknown | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2242.0 | 888 | 1354.0 | 0.661 | 4708 | 81 | 0.558 | 0.396 | 7/7/2020 |
| 714319233 | Attrited Customer | 44 | M | 5 | Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 6 | 6538.0 | 0 | 6538.0 | 0.556 | 2132 | 33 | 0.571 | 0.000 | 3/1/2021 |
| 718178583 | Existing Customer | 42 | F | 2 | Unknown | Married | Less than $40K | Blue | 29 | 3 | 3 | 1 | 4710.0 | 1604 | 3106.0 | 0.607 | 4663 | 78 | 0.814 | 0.341 | 5/18/2021 |
| 708886533 | Existing Customer | 50 | M | 1 | Graduate | Single | $120K + | Blue | 41 | 4 | 1 | 3 | 13032.0 | 1701 | 11331.0 | 0.904 | 4348 | 77 | 0.878 | 0.131 | 12/28/2020 |
| 716239383 | Existing Customer | 45 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2225.0 | 0 | 2225.0 | 0.611 | 4138 | 85 | 0.771 | 0.000 | 6/11/2019 |
| 714672933 | Existing Customer | 52 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 2 | 3143.0 | 2268 | 875.0 | 0.801 | 4417 | 84 | 0.680 | 0.722 | 8/28/2022 |
| 809954133 | Existing Customer | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 44 | 6 | 1 | 3 | 5013.0 | 0 | 5013.0 | 0.822 | 5223 | 84 | 0.909 | 0.000 | 12/15/2020 |
| 714855108 | Existing Customer | 60 | F | 0 | High School | Married | Less than $40K | Blue | 50 | 6 | 0 | 1 | 3466.0 | 973 | 2493.0 | 0.652 | 4073 | 69 | 0.605 | 0.281 | 5/31/2021 |
| 718730283 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 3 | 3 | 1686.0 | 1206 | 480.0 | 0.767 | 4891 | 68 | 0.511 | 0.715 | 3/15/2019 |
| 709232808 | Attrited Customer | 44 | F | 3 | Unknown | Divorced | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 1689.0 | 0 | 1689.0 | 0.202 | 1588 | 37 | 0.276 | 0.000 | 12/25/2022 |
| 804428958 | Existing Customer | 47 | M | 1 | Graduate | Married | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 1626.0 | 0 | 1626.0 | 0.783 | 4847 | 78 | 1.053 | 0.000 | 7/16/2021 |
| 711474333 | Attrited Customer | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 51 | 3 | 5 | 2 | 1614.0 | 0 | 1614.0 | 0.241 | 1690 | 38 | 0.357 | 0.000 | 8/2/2020 |
| 720070383 | Existing Customer | 41 | F | 3 | Uneducated | Single | Unknown | Blue | 29 | 6 | 3 | 3 | 2429.0 | 1966 | 463.0 | 1.046 | 4775 | 84 | 0.787 | 0.809 | 4/3/2020 |
| 720322008 | Existing Customer | 35 | F | 2 | Unknown | Married | $40K - $60K | Blue | 15 | 4 | 2 | 1 | 1438.3 | 834 | 604.3 | 0.684 | 4551 | 82 | 0.640 | 0.580 | 9/15/2022 |
| 714527433 | Attrited Customer | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 17523.0 | 0 | 17523.0 | 0.424 | 1974 | 54 | 0.688 | 0.000 | 9/18/2019 |
| 789267633 | Existing Customer | 54 | F | 2 | College | Married | Less than $40K | Blue | 43 | 3 | 4 | 1 | 2573.0 | 1760 | 813.0 | 0.676 | 4404 | 93 | 0.824 | 0.684 | 7/11/2020 |
| 714523383 | Existing Customer | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2900.0 | 2122 | 778.0 | 0.631 | 4656 | 59 | 1.458 | 0.732 | 6/16/2022 |
| 713996283 | Existing Customer | 32 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 5 | 1 | 2352.0 | 2176 | 176.0 | 0.857 | 5209 | 93 | 0.755 | 0.925 | 11/18/2021 |
| 714557583 | Existing Customer | 58 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 4 | 0 | 2212.0 | 1902 | 310.0 | 0.691 | 4976 | 79 | 0.975 | 0.860 | 3/23/2020 |
| 714014733 | Attrited Customer | 33 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 9642.0 | 1431 | 8211.0 | 0.561 | 2172 | 33 | 0.571 | 0.148 | 12/23/2020 |
| 779065458 | Existing Customer | 56 | M | 1 | High School | Married | $120K + | Blue | 37 | 4 | 1 | 3 | 9257.0 | 0 | 9257.0 | 0.722 | 4212 | 72 | 0.895 | 0.000 | 2/15/2020 |
| 712733958 | Attrited Customer | 46 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1731.0 | 0 | 1731.0 | 0.529 | 2304 | 46 | 1.000 | 0.000 | 5/2/2021 |
| 719231583 | Existing Customer | 61 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 49 | 6 | 2 | 2 | 16929.0 | 1838 | 15091.0 | 0.551 | 4799 | 79 | 0.519 | 0.109 | 7/22/2022 |
| 778801608 | Existing Customer | 50 | M | 2 | College | Married | $80K - $120K | Blue | 39 | 6 | 4 | 2 | 3606.0 | 1862 | 1744.0 | 0.689 | 3568 | 92 | 0.804 | 0.516 | 2/11/2019 |
| 720728133 | Existing Customer | 44 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 1714.0 | 0 | 1714.0 | 0.849 | 4180 | 71 | 0.919 | 0.000 | 9/21/2021 |
| 718153233 | Existing Customer | 46 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 23512.0 | 1562 | 21950.0 | 0.632 | 3764 | 60 | 0.538 | 0.066 | 3/21/2019 |
| 716122008 | Attrited Customer | 44 | F | 3 | Unknown | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1855.0 | 0 | 1855.0 | 0.988 | 2544 | 27 | 0.929 | 0.000 | 10/26/2022 |
| 714960408 | Attrited Customer | 44 | F | 3 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 1 | 1605.0 | 890 | 715.0 | 0.742 | 2722 | 45 | 0.500 | 0.555 | 12/14/2022 |
| 772382283 | Attrited Customer | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2302.0 | 1593 | 709.0 | 0.671 | 2689 | 49 | 0.324 | 0.692 | 11/16/2019 |
| 817236708 | Existing Customer | 42 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 2 | 3 | 13546.0 | 1720 | 11826.0 | 0.538 | 3943 | 73 | 0.698 | 0.127 | 10/4/2022 |
| 714266883 | Attrited Customer | 54 | F | 4 | Post-Graduate | Unknown | Less than $40K | Blue | 44 | 5 | 3 | 3 | 2440.0 | 503 | 1937.0 | 0.415 | 2334 | 51 | 0.594 | 0.206 | 4/13/2019 |
| 792795933 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 6 | 2 | 2669.0 | 2397 | 272.0 | 0.807 | 3847 | 65 | 0.585 | 0.898 | 7/10/2020 |
| 717219933 | Attrited Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 35 | 4 | 3 | 6 | 2402.0 | 628 | 1774.0 | 0.689 | 1930 | 48 | 0.600 | 0.261 | 10/13/2021 |
| 719986758 | Attrited Customer | 46 | F | 2 | Unknown | Single | $40K - $60K | Blue | 33 | 5 | 3 | 6 | 3001.0 | 0 | 3001.0 | 0.740 | 2577 | 39 | 0.444 | 0.000 | 1/13/2021 |
| 712326708 | Existing Customer | 42 | F | 2 | Unknown | Married | Less than $40K | Blue | 31 | 6 | 2 | 3 | 2552.0 | 2220 | 332.0 | 0.782 | 4437 | 61 | 1.033 | 0.870 | 4/6/2022 |
| 721505358 | Existing Customer | 41 | F | 3 | Unknown | Married | Less than $40K | Blue | 34 | 3 | 6 | 2 | 2679.0 | 2214 | 465.0 | 1.036 | 4682 | 81 | 0.841 | 0.826 | 8/2/2019 |
| 804337233 | Existing Customer | 45 | F | 4 | High School | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1502.0 | 0 | 1502.0 | 0.739 | 4890 | 61 | 0.794 | 0.000 | 10/13/2022 |
| 785351133 | Existing Customer | 61 | F | 1 | Graduate | Unknown | $40K - $60K | Blue | 55 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.573 | 4518 | 81 | 0.723 | 0.000 | 7/29/2022 |
| 714034158 | Existing Customer | 46 | F | 4 | Unknown | Married | Less than $40K | Blue | 38 | 5 | 2 | 3 | 3331.0 | 1307 | 2024.0 | 0.617 | 3946 | 69 | 0.683 | 0.392 | 1/4/2020 |
| 720349983 | Existing Customer | 32 | F | 1 | Unknown | Divorced | Less than $40K | Blue | 19 | 3 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.686 | 4593 | 79 | 0.612 | 0.000 | 11/24/2021 |
| 720155583 | Existing Customer | 55 | F | 2 | Unknown | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 2426.0 | 1589 | 837.0 | 0.870 | 5175 | 82 | 0.822 | 0.655 | 4/29/2021 |
| 806140383 | Attrited Customer | 59 | M | 2 | High School | Single | $80K - $120K | Blue | 54 | 3 | 2 | 2 | 2791.0 | 2396 | 395.0 | 0.889 | 2658 | 43 | 0.344 | 0.858 | 12/16/2019 |
| 799031958 | Existing Customer | 49 | M | 2 | Unknown | Unknown | $80K - $120K | Blue | 43 | 5 | 2 | 2 | 18379.0 | 999 | 17380.0 | 0.466 | 4122 | 70 | 0.707 | 0.054 | 9/20/2022 |
| 719556558 | Existing Customer | 46 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 6 | 3 | 1 | 3499.0 | 1759 | 1740.0 | 0.635 | 3972 | 67 | 0.558 | 0.503 | 7/4/2022 |
| 771455508 | Existing Customer | 60 | F | 0 | College | Single | Less than $40K | Blue | 48 | 5 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.653 | 4104 | 83 | 0.729 | 0.000 | 2/6/2019 |
| 712214283 | Existing Customer | 40 | M | 2 | Graduate | Married | $120K + | Blue | 28 | 6 | 3 | 3 | 18295.0 | 0 | 18295.0 | 0.625 | 4827 | 70 | 0.750 | 0.000 | 4/16/2019 |
| 712667058 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 1 | 3 | 1568.0 | 995 | 573.0 | 0.908 | 4531 | 76 | 0.810 | 0.635 | 7/1/2019 |
| 715393908 | Existing Customer | 57 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 0 | 1 | 2712.0 | 1445 | 1267.0 | 0.819 | 4520 | 79 | 0.881 | 0.533 | 8/11/2021 |
| 751518633 | Attrited Customer | 48 | M | 5 | Post-Graduate | Single | $120K + | Silver | 41 | 5 | 3 | 1 | 34516.0 | 2517 | 31999.0 | 0.553 | 2260 | 50 | 0.786 | 0.073 | 8/17/2022 |
| 769100508 | Existing Customer | 55 | F | 5 | High School | Single | Less than $40K | Blue | 49 | 6 | 2 | 1 | 2177.0 | 1472 | 705.0 | 0.787 | 5228 | 77 | 0.674 | 0.676 | 8/23/2019 |
| 720582558 | Existing Customer | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 3 | 3 | 1 | 2296.0 | 0 | 2296.0 | 0.749 | 5108 | 87 | 0.740 | 0.000 | 3/21/2020 |
| 710773533 | Existing Customer | 43 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 5 | 3 | 3 | 2435.0 | 1595 | 840.0 | 0.691 | 5268 | 88 | 0.660 | 0.655 | 8/2/2020 |
| 712395408 | Attrited Customer | 51 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 5 | 3 | 3 | 1495.0 | 691 | 804.0 | 0.705 | 2552 | 42 | 0.556 | 0.462 | 6/19/2019 |
| 818459733 | Attrited Customer | 41 | M | 3 | Doctorate | Single | $120K + | Blue | 26 | 3 | 2 | 2 | 9220.0 | 0 | 9220.0 | 0.733 | 2276 | 32 | 0.600 | 0.000 | 4/19/2020 |
| 708867408 | Attrited Customer | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 40 | 3 | 4 | 2 | 23128.0 | 1958 | 21170.0 | 0.604 | 2050 | 35 | 0.667 | 0.085 | 9/4/2021 |
| 772457583 | Existing Customer | 47 | F | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 3 | 0 | 1 | 4254.0 | 1204 | 3050.0 | 0.538 | 5385 | 93 | 0.691 | 0.283 | 8/18/2021 |
| 810271083 | Attrited Customer | 47 | F | 3 | Unknown | Single | $40K - $60K | Blue | 42 | 1 | 5 | 3 | 14897.0 | 0 | 14897.0 | 0.489 | 2164 | 53 | 0.606 | 0.000 | 5/22/2021 |
| 712649058 | Existing Customer | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3554.0 | 0 | 3554.0 | 0.929 | 4121 | 82 | 0.783 | 0.000 | 2/20/2021 |
| 788737083 | Existing Customer | 34 | F | 2 | High School | Married | Less than $40K | Blue | 13 | 6 | 2 | 2 | 1798.0 | 833 | 965.0 | 0.882 | 4551 | 84 | 0.787 | 0.463 | 1/18/2019 |
| 714012258 | Existing Customer | 44 | F | 2 | College | Single | Less than $40K | Blue | 34 | 3 | 2 | 1 | 2429.0 | 1687 | 742.0 | 0.766 | 4122 | 74 | 0.850 | 0.695 | 10/8/2019 |
| 757662258 | Existing Customer | 46 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 39 | 3 | 1 | 1 | 2477.0 | 1480 | 997.0 | 0.826 | 5138 | 77 | 0.974 | 0.597 | 8/23/2022 |
| 714388158 | Existing Customer | 36 | F | 2 | Uneducated | Divorced | Unknown | Blue | 36 | 3 | 2 | 1 | 14304.0 | 699 | 13605.0 | 0.549 | 4746 | 73 | 0.521 | 0.049 | 9/28/2019 |
| 720067083 | Existing Customer | 30 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 5 | 1 | 1 | 1536.0 | 801 | 735.0 | 0.944 | 3904 | 74 | 0.897 | 0.521 | 10/12/2021 |
| 814529508 | Existing Customer | 39 | F | 3 | High School | Unknown | Unknown | Blue | 34 | 4 | 3 | 2 | 15370.0 | 686 | 14684.0 | 0.810 | 4106 | 71 | 1.029 | 0.045 | 10/16/2019 |
| 794068308 | Existing Customer | 45 | M | 4 | Unknown | Unknown | $40K - $60K | Gold | 39 | 5 | 1 | 2 | 23981.0 | 1684 | 22297.0 | 0.736 | 4141 | 73 | 0.521 | 0.070 | 6/19/2022 |
| 824812983 | Existing Customer | 42 | M | 3 | Unknown | Single | $60K - $80K | Blue | 38 | 5 | 1 | 1 | 6318.0 | 1397 | 4921.0 | 0.517 | 4166 | 86 | 0.755 | 0.221 | 12/17/2022 |
| 713396358 | Existing Customer | 32 | F | 1 | Graduate | Single | Unknown | Blue | 13 | 5 | 1 | 3 | 3558.0 | 816 | 2742.0 | 0.770 | 4878 | 71 | 0.578 | 0.229 | 8/29/2021 |
| 719420883 | Attrited Customer | 56 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 44 | 5 | 3 | 3 | 1677.0 | 0 | 1677.0 | 0.835 | 2477 | 45 | 0.324 | 0.000 | 12/10/2019 |
| 785500533 | Existing Customer | 53 | F | 4 | Unknown | Married | Less than $40K | Blue | 47 | 3 | 2 | 2 | 2734.0 | 2085 | 649.0 | 0.764 | 4064 | 66 | 0.784 | 0.763 | 8/8/2021 |
| 712138008 | Existing Customer | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2396.0 | 1663 | 733.0 | 0.645 | 4569 | 70 | 0.667 | 0.694 | 12/1/2022 |
| 709279608 | Existing Customer | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 35 | 5 | 2 | 3 | 9852.0 | 2277 | 7575.0 | 0.831 | 3813 | 71 | 0.614 | 0.231 | 4/26/2019 |
| 788771733 | Existing Customer | 49 | M | 4 | High School | Single | $60K - $80K | Blue | 30 | 5 | 3 | 3 | 1579.0 | 900 | 679.0 | 0.592 | 4354 | 70 | 0.707 | 0.570 | 1/29/2021 |
| 753365883 | Attrited Customer | 44 | F | 3 | Unknown | Single | Unknown | Blue | 37 | 3 | 2 | 3 | 1900.0 | 0 | 1900.0 | 0.864 | 2298 | 45 | 0.452 | 0.000 | 9/16/2020 |
| 770717883 | Existing Customer | 42 | F | 2 | College | Married | $40K - $60K | Blue | 28 | 6 | 2 | 1 | 1820.0 | 0 | 1820.0 | 0.658 | 4592 | 67 | 0.811 | 0.000 | 9/23/2020 |
| 716919633 | Existing Customer | 58 | F | 1 | Uneducated | Unknown | $40K - $60K | Blue | 39 | 5 | 1 | 1 | 2406.0 | 0 | 2406.0 | 1.016 | 4450 | 73 | 0.698 | 0.000 | 2/16/2020 |
| 717915783 | Attrited Customer | 60 | M | 0 | Unknown | Married | $60K - $80K | Blue | 47 | 5 | 1 | 3 | 4541.0 | 1037 | 3504.0 | 0.825 | 2829 | 44 | 0.467 | 0.228 | 5/23/2021 |
| 720099708 | Existing Customer | 51 | F | 4 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 3 | 2 | 3124.0 | 2517 | 607.0 | 0.635 | 4716 | 68 | 0.581 | 0.806 | 6/29/2021 |
| 711004533 | Existing Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 3 | 1 | 2240.0 | 1664 | 576.0 | 0.691 | 4399 | 80 | 0.600 | 0.743 | 1/28/2021 |
| 709482633 | Existing Customer | 43 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 31 | 4 | 1 | 3 | 1773.0 | 882 | 891.0 | 0.680 | 5400 | 84 | 0.615 | 0.497 | 7/10/2021 |
| 717381183 | Existing Customer | 27 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1674.0 | 752 | 922.0 | 0.963 | 4513 | 57 | 0.966 | 0.449 | 10/28/2021 |
| 719716983 | Existing Customer | 46 | F | 4 | Graduate | Married | Unknown | Blue | 39 | 4 | 3 | 3 | 3257.0 | 0 | 3257.0 | 0.757 | 4042 | 85 | 0.848 | 0.000 | 2/20/2022 |
| 711117108 | Existing Customer | 48 | F | 3 | High School | Married | Unknown | Silver | 36 | 4 | 2 | 3 | 32611.0 | 1718 | 30893.0 | 0.971 | 3916 | 61 | 0.605 | 0.053 | 5/7/2020 |
| 780567408 | Existing Customer | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 38 | 5 | 1 | 2 | 3027.0 | 1671 | 1356.0 | 0.934 | 3912 | 77 | 0.925 | 0.552 | 8/8/2022 |
| 778810083 | Existing Customer | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 4210.0 | 0 | 4210.0 | 1.027 | 4175 | 58 | 0.933 | 0.000 | 4/15/2020 |
| 778696608 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 27 | 5 | 2 | 3 | 10931.0 | 2297 | 8634.0 | 0.639 | 4802 | 73 | 0.872 | 0.210 | 10/1/2019 |
| 771469758 | Existing Customer | 55 | M | 3 | Graduate | Single | $120K + | Blue | 43 | 5 | 1 | 3 | 34516.0 | 0 | 34516.0 | 0.813 | 4131 | 66 | 0.610 | 0.000 | 12/6/2020 |
| 714172158 | Existing Customer | 51 | F | 0 | Doctorate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 2637.0 | 1009 | 1628.0 | 0.574 | 4525 | 83 | 0.729 | 0.383 | 5/23/2021 |
| 713713983 | Existing Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 4 | 2 | 2 | 2899.0 | 1952 | 947.0 | 0.667 | 4906 | 94 | 0.679 | 0.673 | 12/5/2020 |
| 787454133 | Existing Customer | 40 | M | 2 | Unknown | Divorced | $120K + | Blue | 26 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.634 | 4776 | 82 | 0.673 | 0.000 | 10/31/2021 |
| 709597983 | Existing Customer | 65 | M | 0 | Doctorate | Divorced | Less than $40K | Blue | 56 | 6 | 1 | 3 | 1573.0 | 653 | 920.0 | 0.710 | 3349 | 77 | 0.674 | 0.415 | 1/2/2020 |
| 708298233 | Attrited Customer | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 6184.0 | 0 | 6184.0 | 0.476 | 1756 | 49 | 0.324 | 0.000 | 9/21/2019 |
| 779885358 | Existing Customer | 51 | M | 0 | College | Married | $120K + | Silver | 35 | 5 | 1 | 2 | 34516.0 | 2332 | 32184.0 | 0.800 | 4587 | 82 | 0.745 | 0.068 | 12/8/2019 |
| 709938708 | Existing Customer | 56 | F | 3 | Uneducated | Married | Unknown | Blue | 47 | 4 | 1 | 2 | 1822.0 | 1118 | 704.0 | 0.896 | 4576 | 78 | 0.529 | 0.614 | 8/28/2021 |
| 719620983 | Existing Customer | 41 | F | 2 | Unknown | Single | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2701.0 | 1839 | 862.0 | 0.765 | 4406 | 80 | 0.778 | 0.681 | 12/24/2022 |
| 712329933 | Attrited Customer | 47 | F | 1 | High School | Unknown | Less than $40K | Blue | 41 | 6 | 3 | 2 | 3654.0 | 0 | 3654.0 | 0.630 | 1998 | 44 | 0.467 | 0.000 | 2/5/2021 |
| 798280683 | Existing Customer | 37 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 31 | 6 | 3 | 3 | 2626.0 | 1736 | 890.0 | 0.786 | 4714 | 93 | 0.788 | 0.661 | 7/22/2021 |
| 715265208 | Existing Customer | 48 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.3 | 812 | 626.3 | 0.667 | 3868 | 80 | 0.702 | 0.565 | 8/28/2019 |
| 826069983 | Existing Customer | 46 | F | 4 | Graduate | Single | Unknown | Blue | 42 | 4 | 0 | 3 | 13376.0 | 1633 | 11743.0 | 0.980 | 4515 | 63 | 1.172 | 0.122 | 1/14/2022 |
| 708890958 | Existing Customer | 55 | M | 3 | Graduate | Single | $120K + | Blue | 42 | 3 | 3 | 2 | 31636.0 | 2517 | 29119.0 | 0.718 | 4231 | 68 | 1.061 | 0.080 | 10/28/2022 |
| 708818508 | Existing Customer | 36 | M | 1 | Unknown | Married | Less than $40K | Blue | 26 | 5 | 2 | 2 | 3453.0 | 2517 | 936.0 | 0.585 | 4386 | 68 | 0.789 | 0.729 | 6/19/2021 |
| 795784008 | Attrited Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 2 | 3 | 3889.0 | 2517 | 1372.0 | 0.405 | 1718 | 37 | 0.276 | 0.647 | 1/2/2021 |
| 714965958 | Existing Customer | 47 | F | 4 | Post-Graduate | Unknown | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2216.0 | 1800 | 416.0 | 0.751 | 4711 | 83 | 0.694 | 0.812 | 2/1/2021 |
| 716328558 | Existing Customer | 46 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 38 | 4 | 5 | 2 | 11434.0 | 0 | 11434.0 | 0.840 | 4520 | 83 | 0.844 | 0.000 | 4/28/2020 |
| 780747033 | Existing Customer | 43 | F | 5 | Graduate | Married | Unknown | Blue | 34 | 5 | 1 | 3 | 3146.0 | 808 | 2338.0 | 0.711 | 4149 | 66 | 0.784 | 0.257 | 10/15/2020 |
| 713923233 | Existing Customer | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 2790.0 | 2185 | 605.0 | 0.671 | 3392 | 86 | 0.755 | 0.783 | 5/5/2020 |
| 710962308 | Existing Customer | 57 | F | 4 | High School | Single | Unknown | Blue | 36 | 3 | 6 | 3 | 4396.0 | 834 | 3562.0 | 0.660 | 4826 | 88 | 0.913 | 0.190 | 2/18/2019 |
| 713254983 | Existing Customer | 62 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 50 | 5 | 2 | 2 | 14314.0 | 656 | 13658.0 | 0.822 | 4355 | 70 | 0.667 | 0.046 | 3/3/2021 |
| 720275358 | Attrited Customer | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 30 | 4 | 3 | 2 | 1889.0 | 0 | 1889.0 | 0.874 | 2479 | 46 | 0.533 | 0.000 | 6/22/2020 |
| 715964058 | Existing Customer | 39 | F | 1 | High School | Single | Less than $40K | Blue | 31 | 5 | 2 | 1 | 1862.0 | 726 | 1136.0 | 0.630 | 5105 | 79 | 1.026 | 0.390 | 5/31/2021 |
| 721461258 | Existing Customer | 53 | M | 0 | High School | Married | $40K - $60K | Blue | 39 | 5 | 2 | 2 | 2875.0 | 1671 | 1204.0 | 0.923 | 4399 | 88 | 0.692 | 0.581 | 3/16/2021 |
| 710727333 | Attrited Customer | 49 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1763.0 | 0 | 1763.0 | 0.896 | 2813 | 43 | 0.536 | 0.000 | 8/9/2021 |
| 717325158 | Existing Customer | 46 | F | 5 | Graduate | Married | $40K - $60K | Blue | 33 | 3 | 1 | 1 | 1438.3 | 883 | 555.3 | 0.708 | 4474 | 63 | 0.853 | 0.614 | 12/4/2020 |
| 825856083 | Existing Customer | 39 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 35 | 5 | 1 | 1 | 2623.0 | 2121 | 502.0 | 0.722 | 4078 | 70 | 0.795 | 0.809 | 11/13/2022 |
| 807136758 | Attrited Customer | 58 | F | 2 | High School | Married | Less than $40K | Blue | 53 | 3 | 0 | 2 | 1944.0 | 0 | 1944.0 | 0.613 | 2412 | 40 | 0.481 | 0.000 | 5/9/2020 |
| 715400733 | Attrited Customer | 43 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.747 | 2116 | 38 | 0.583 | 0.000 | 11/24/2020 |
| 713927283 | Existing Customer | 39 | F | 1 | Graduate | Single | Unknown | Blue | 34 | 3 | 1 | 1 | 2884.0 | 2517 | 367.0 | 0.693 | 4809 | 87 | 0.740 | 0.873 | 1/22/2021 |
| 711594858 | Existing Customer | 44 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2936.0 | 1297 | 1639.0 | 0.556 | 4509 | 70 | 0.795 | 0.442 | 5/9/2021 |
| 711389358 | Attrited Customer | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 23 | 5 | 3 | 2 | 5791.0 | 2517 | 3274.0 | 0.690 | 2516 | 64 | 0.641 | 0.435 | 10/15/2021 |
| 720769533 | Existing Customer | 65 | M | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 0 | 1 | 1438.3 | 682 | 756.3 | 0.713 | 4427 | 63 | 1.172 | 0.474 | 4/1/2021 |
| 715736283 | Existing Customer | 55 | F | 4 | Doctorate | Single | Less than $40K | Blue | 44 | 3 | 1 | 1 | 1912.0 | 0 | 1912.0 | 0.783 | 4666 | 98 | 0.719 | 0.000 | 12/18/2022 |
| 768949983 | Existing Customer | 31 | F | 2 | Unknown | Single | Unknown | Blue | 25 | 5 | 3 | 1 | 3288.0 | 2495 | 793.0 | 0.805 | 4370 | 83 | 0.886 | 0.759 | 4/19/2019 |
| 711253383 | Attrited Customer | 48 | F | 2 | Unknown | Married | Unknown | Blue | 38 | 6 | 2 | 3 | 4382.0 | 0 | 4382.0 | 0.714 | 2446 | 34 | 0.417 | 0.000 | 12/23/2020 |
| 798457833 | Existing Customer | 46 | F | 3 | Graduate | Married | Unknown | Blue | 40 | 5 | 1 | 3 | 3595.0 | 1087 | 2508.0 | 0.528 | 4534 | 71 | 0.919 | 0.302 | 12/27/2020 |
| 794554683 | Attrited Customer | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 26 | 4 | 2 | 2 | 3159.0 | 0 | 3159.0 | 0.916 | 2925 | 46 | 0.353 | 0.000 | 7/22/2019 |
| 789996783 | Existing Customer | 36 | F | 3 | Uneducated | Unknown | Unknown | Blue | 28 | 5 | 3 | 2 | 5393.0 | 2509 | 2884.0 | 0.679 | 4769 | 102 | 0.729 | 0.465 | 6/2/2019 |
| 712220283 | Existing Customer | 37 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 12222.0 | 0 | 12222.0 | 0.861 | 4215 | 63 | 0.537 | 0.000 | 10/12/2021 |
| 751150233 | Existing Customer | 43 | M | 5 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.644 | 4459 | 65 | 0.477 | 0.000 | 8/10/2021 |
| 715815783 | Existing Customer | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 3429.0 | 0 | 3429.0 | 0.637 | 4591 | 85 | 0.771 | 0.000 | 9/22/2020 |
| 712599783 | Existing Customer | 39 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 12618.0 | 1585 | 11033.0 | 0.586 | 4768 | 82 | 0.864 | 0.126 | 11/17/2019 |
| 719653308 | Existing Customer | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 40 | 5 | 2 | 2 | 6049.0 | 796 | 5253.0 | 0.821 | 4468 | 71 | 0.511 | 0.132 | 8/13/2019 |
| 708928908 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 23 | 4 | 3 | 3 | 2533.0 | 0 | 2533.0 | 0.998 | 5128 | 74 | 0.947 | 0.000 | 4/26/2019 |
| 709780158 | Existing Customer | 52 | F | 1 | Graduate | Single | Unknown | Blue | 35 | 4 | 4 | 2 | 2411.0 | 1379 | 1032.0 | 0.869 | 4812 | 79 | 0.717 | 0.572 | 7/14/2022 |
| 768675483 | Existing Customer | 41 | M | 4 | College | Divorced | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 2001.0 | 0 | 2001.0 | 0.791 | 4455 | 82 | 0.640 | 0.000 | 12/2/2021 |
| 714243408 | Existing Customer | 46 | F | 2 | Graduate | Single | Unknown | Blue | 36 | 4 | 6 | 2 | 2042.0 | 1359 | 683.0 | 0.796 | 4917 | 73 | 0.973 | 0.666 | 3/13/2021 |
| 711323283 | Attrited Customer | 57 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 41 | 3 | 3 | 2 | 2527.0 | 1030 | 1497.0 | 0.714 | 2767 | 43 | 0.387 | 0.408 | 8/7/2022 |
| 713499408 | Existing Customer | 49 | M | 1 | Unknown | Married | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.681 | 4109 | 71 | 0.919 | 0.000 | 11/13/2022 |
| 719245983 | Existing Customer | 46 | F | 4 | Post-Graduate | Married | Unknown | Blue | 38 | 6 | 3 | 2 | 13816.0 | 955 | 12861.0 | 0.699 | 4238 | 73 | 0.659 | 0.069 | 3/24/2019 |
| 810789708 | Existing Customer | 38 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 33 | 4 | 2 | 1 | 2256.0 | 0 | 2256.0 | 0.713 | 4587 | 92 | 0.878 | 0.000 | 6/15/2020 |
| 710301858 | Existing Customer | 49 | F | 5 | High School | Married | Unknown | Silver | 36 | 6 | 2 | 2 | 34516.0 | 2019 | 32497.0 | 0.614 | 3820 | 72 | 0.532 | 0.058 | 8/16/2022 |
| 718611333 | Existing Customer | 55 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 6400.0 | 1979 | 4421.0 | 0.696 | 4475 | 91 | 0.685 | 0.309 | 2/26/2019 |
| 787557258 | Existing Customer | 52 | F | 4 | Graduate | Married | Unknown | Blue | 42 | 5 | 3 | 2 | 1816.0 | 0 | 1816.0 | 0.664 | 4957 | 78 | 0.773 | 0.000 | 11/28/2021 |
| 711533058 | Existing Customer | 42 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 3347.0 | 2240 | 1107.0 | 0.898 | 5533 | 85 | 0.735 | 0.669 | 10/22/2019 |
| 715805133 | Existing Customer | 52 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 6 | 2 | 2 | 2705.0 | 1581 | 1124.0 | 0.851 | 5532 | 81 | 0.841 | 0.584 | 5/10/2020 |
| 708680583 | Existing Customer | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 2043.0 | 1590 | 453.0 | 0.618 | 4940 | 68 | 0.619 | 0.778 | 6/17/2022 |
| 789454683 | Existing Customer | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 1912.0 | 1281 | 631.0 | 0.693 | 5046 | 79 | 0.717 | 0.670 | 2/1/2019 |
| 711428733 | Existing Customer | 50 | F | 3 | Post-Graduate | Divorced | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 3028.0 | 1339 | 1689.0 | 0.843 | 4144 | 64 | 0.684 | 0.442 | 5/7/2022 |
| 715842183 | Existing Customer | 42 | F | 5 | High School | Married | Less than $40K | Blue | 35 | 5 | 4 | 3 | 1514.0 | 745 | 769.0 | 0.694 | 4004 | 69 | 0.683 | 0.492 | 12/12/2019 |
| 815772333 | Existing Customer | 48 | F | 2 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.816 | 4059 | 89 | 0.816 | 0.000 | 10/28/2022 |
| 778255083 | Existing Customer | 52 | F | 1 | Uneducated | Married | Less than $40K | Blue | 42 | 5 | 3 | 3 | 3103.0 | 2517 | 586.0 | 0.881 | 4641 | 80 | 1.000 | 0.811 | 12/1/2022 |
| 715571583 | Existing Customer | 57 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 47 | 5 | 1 | 2 | 2504.0 | 1915 | 589.0 | 0.897 | 4847 | 86 | 0.654 | 0.765 | 5/6/2020 |
| 720711483 | Attrited Customer | 56 | F | 1 | High School | Married | Unknown | Blue | 42 | 5 | 2 | 3 | 3674.0 | 2517 | 1157.0 | 0.854 | 2608 | 45 | 0.731 | 0.685 | 10/3/2019 |
| 827436483 | Existing Customer | 48 | M | 1 | Graduate | Married | $80K - $120K | Blue | 44 | 6 | 1 | 3 | 2916.0 | 0 | 2916.0 | 0.792 | 4336 | 72 | 0.714 | 0.000 | 5/22/2019 |
| 710715783 | Existing Customer | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 45 | 5 | 2 | 3 | 1633.0 | 0 | 1633.0 | 0.725 | 4436 | 75 | 0.667 | 0.000 | 4/26/2020 |
| 758367933 | Existing Customer | 56 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 49 | 5 | 3 | 2 | 5466.0 | 0 | 5466.0 | 0.587 | 4435 | 79 | 0.881 | 0.000 | 11/28/2020 |
| 721399833 | Existing Customer | 43 | F | 2 | High School | Married | $40K - $60K | Blue | 34 | 3 | 1 | 3 | 2032.0 | 1008 | 1024.0 | 0.879 | 4736 | 86 | 0.830 | 0.496 | 3/1/2021 |
| 708727983 | Existing Customer | 62 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 3933.0 | 0 | 3933.0 | 0.884 | 3048 | 54 | 0.688 | 0.000 | 1/20/2022 |
| 802822833 | Existing Customer | 51 | M | 3 | Uneducated | Unknown | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 21328.0 | 0 | 21328.0 | 0.783 | 3825 | 76 | 0.949 | 0.000 | 3/23/2022 |
| 713276733 | Existing Customer | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3562.0 | 2107 | 1455.0 | 0.394 | 4490 | 90 | 0.667 | 0.592 | 10/22/2020 |
| 809440008 | Attrited Customer | 39 | F | 2 | High School | Single | Unknown | Blue | 34 | 3 | 3 | 1 | 2069.0 | 550 | 1519.0 | 0.783 | 2716 | 43 | 0.433 | 0.266 | 12/20/2020 |
| 716959833 | Existing Customer | 45 | M | 3 | Graduate | Single | $120K + | Blue | 31 | 5 | 2 | 2 | 3534.0 | 0 | 3534.0 | 0.536 | 3973 | 66 | 0.784 | 0.000 | 12/19/2020 |
| 714432108 | Existing Customer | 56 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 46 | 5 | 3 | 3 | 2402.0 | 1892 | 510.0 | 0.645 | 4610 | 76 | 0.810 | 0.788 | 10/19/2020 |
| 772580958 | Existing Customer | 57 | F | 2 | Uneducated | Married | Unknown | Blue | 47 | 3 | 2 | 2 | 3136.0 | 2138 | 998.0 | 0.699 | 4930 | 80 | 0.739 | 0.682 | 2/27/2019 |
| 715071483 | Existing Customer | 60 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 52 | 4 | 2 | 3 | 2802.0 | 2517 | 285.0 | 0.664 | 4392 | 81 | 0.723 | 0.898 | 1/20/2021 |
| 712410858 | Existing Customer | 50 | F | 4 | Uneducated | Married | Unknown | Blue | 40 | 4 | 1 | 3 | 2315.0 | 1336 | 979.0 | 0.771 | 4143 | 65 | 0.667 | 0.577 | 6/19/2020 |
| 715395933 | Existing Customer | 44 | F | 3 | College | Unknown | Unknown | Blue | 35 | 5 | 2 | 2 | 11238.0 | 2336 | 8902.0 | 0.911 | 5302 | 70 | 0.892 | 0.208 | 2/15/2020 |
| 711237633 | Attrited Customer | 49 | M | 0 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 3 | 3 | 1460.0 | 0 | 1460.0 | 0.738 | 2329 | 36 | 0.500 | 0.000 | 2/16/2019 |
| 781337658 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 1 | 2 | 2602.0 | 1612 | 990.0 | 0.906 | 5532 | 85 | 0.735 | 0.620 | 11/6/2022 |
| 718913358 | Attrited Customer | 36 | M | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4225.0 | 2517 | 1708.0 | 0.662 | 2659 | 43 | 0.387 | 0.596 | 8/25/2022 |
| 715784808 | Existing Customer | 57 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 48 | 4 | 2 | 1 | 2576.0 | 1678 | 898.0 | 0.771 | 3913 | 86 | 0.720 | 0.651 | 10/13/2021 |
| 718452633 | Attrited Customer | 35 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 4 | 3 | 3 | 1931.0 | 0 | 1931.0 | 0.695 | 2569 | 46 | 0.394 | 0.000 | 7/24/2022 |
| 769883733 | Attrited Customer | 46 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 3 | 4 | 2 | 2344.0 | 0 | 2344.0 | 0.412 | 2098 | 31 | 0.409 | 0.000 | 5/4/2019 |
| 709375158 | Existing Customer | 29 | F | 1 | Unknown | Unknown | Unknown | Blue | 36 | 6 | 3 | 2 | 7270.0 | 1835 | 5435.0 | 0.860 | 3759 | 69 | 0.917 | 0.252 | 7/24/2022 |
| 801977733 | Existing Customer | 40 | F | 2 | High School | Single | Less than $40K | Blue | 34 | 4 | 2 | 2 | 2395.0 | 1437 | 958.0 | 0.787 | 4481 | 82 | 0.822 | 0.600 | 9/22/2019 |
| 709175208 | Existing Customer | 50 | F | 4 | Uneducated | Single | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2835.0 | 2292 | 543.0 | 0.732 | 4686 | 79 | 0.756 | 0.808 | 3/9/2021 |
| 788990508 | Existing Customer | 62 | F | 0 | Unknown | Single | $40K - $60K | Blue | 49 | 4 | 1 | 1 | 1540.0 | 796 | 744.0 | 0.805 | 3714 | 56 | 0.697 | 0.517 | 6/8/2020 |
| 720835308 | Existing Customer | 49 | F | 2 | Uneducated | Married | Unknown | Blue | 34 | 6 | 1 | 3 | 3017.0 | 0 | 3017.0 | 0.702 | 4389 | 72 | 0.636 | 0.000 | 1/20/2019 |
| 717365958 | Existing Customer | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.851 | 4765 | 71 | 1.088 | 0.000 | 10/19/2020 |
| 779577108 | Existing Customer | 49 | F | 1 | Doctorate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.718 | 4052 | 65 | 0.757 | 0.000 | 6/29/2021 |
| 801497508 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 4 | 3 | 2 | 1584.0 | 1311 | 273.0 | 0.867 | 4203 | 73 | 0.780 | 0.828 | 1/2/2021 |
| 716131083 | Existing Customer | 47 | M | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 6 | 1 | 3 | 2676.0 | 2157 | 519.0 | 0.901 | 4640 | 69 | 0.605 | 0.806 | 9/3/2022 |
| 784734258 | Existing Customer | 56 | F | 2 | Unknown | Divorced | $40K - $60K | Blue | 50 | 5 | 2 | 2 | 5084.0 | 1683 | 3401.0 | 0.923 | 4060 | 55 | 0.774 | 0.331 | 4/10/2022 |
| 711122958 | Attrited Customer | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 3 | 3 | 1764.0 | 0 | 1764.0 | 0.552 | 2105 | 57 | 0.839 | 0.000 | 7/14/2019 |
| 779508333 | Existing Customer | 63 | M | 0 | Unknown | Unknown | $60K - $80K | Blue | 46 | 6 | 2 | 2 | 23925.0 | 1494 | 22431.0 | 0.704 | 3677 | 55 | 0.719 | 0.062 | 10/10/2019 |
| 717699408 | Existing Customer | 51 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 3 | 3 | 3 | 2886.0 | 2517 | 369.0 | 0.841 | 4884 | 89 | 0.618 | 0.872 | 4/4/2019 |
| 720210483 | Existing Customer | 43 | F | 3 | High School | Unknown | Unknown | Blue | 28 | 6 | 2 | 3 | 6720.0 | 2143 | 4577.0 | 0.814 | 5049 | 85 | 0.735 | 0.319 | 9/1/2019 |
| 709329558 | Existing Customer | 49 | F | 4 | High School | Single | Less than $40K | Gold | 34 | 4 | 3 | 2 | 15569.0 | 1554 | 14015.0 | 0.436 | 4566 | 73 | 0.780 | 0.100 | 2/20/2021 |
| 721222833 | Existing Customer | 51 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 1565.0 | 944 | 621.0 | 0.872 | 4798 | 73 | 1.147 | 0.603 | 9/7/2021 |
| 712682583 | Existing Customer | 44 | M | 5 | High School | Single | $60K - $80K | Blue | 35 | 3 | 2 | 2 | 5947.0 | 995 | 4952.0 | 0.724 | 4984 | 90 | 0.765 | 0.167 | 5/6/2019 |
| 710051658 | Existing Customer | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 18821.0 | 774 | 18047.0 | 0.586 | 4402 | 75 | 0.562 | 0.041 | 6/4/2019 |
| 708606633 | Attrited Customer | 56 | F | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 6 | 3 | 4 | 1544.0 | 0 | 1544.0 | 0.315 | 1902 | 35 | 0.400 | 0.000 | 8/31/2019 |
| 710862258 | Existing Customer | 41 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1755.0 | 0 | 1755.0 | 0.770 | 4786 | 73 | 0.553 | 0.000 | 8/10/2020 |
| 720072933 | Existing Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 666 | 772.3 | 0.675 | 4759 | 90 | 0.667 | 0.463 | 8/10/2019 |
| 757527033 | Existing Customer | 53 | F | 2 | College | Single | Less than $40K | Blue | 46 | 3 | 5 | 2 | 2153.0 | 0 | 2153.0 | 0.766 | 4628 | 69 | 0.971 | 0.000 | 6/6/2021 |
| 713115483 | Attrited Customer | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1684.0 | 0 | 1684.0 | 0.557 | 2275 | 45 | 0.607 | 0.000 | 6/22/2022 |
| 816078708 | Existing Customer | 45 | M | 3 | Unknown | Single | $40K - $60K | Blue | 40 | 3 | 4 | 3 | 5662.0 | 1952 | 3710.0 | 0.519 | 4014 | 61 | 0.525 | 0.345 | 12/26/2019 |
| 713985183 | Existing Customer | 46 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 5 | 2 | 2799.0 | 2412 | 387.0 | 0.877 | 4634 | 91 | 0.750 | 0.862 | 8/9/2021 |
| 789601308 | Existing Customer | 58 | M | 3 | Unknown | Married | $120K + | Blue | 52 | 4 | 5 | 3 | 12398.0 | 0 | 12398.0 | 0.785 | 4228 | 93 | 0.788 | 0.000 | 12/3/2022 |
| 720133908 | Existing Customer | 41 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 27 | 4 | 1 | 3 | 4461.0 | 900 | 3561.0 | 0.587 | 4204 | 77 | 0.791 | 0.202 | 8/17/2019 |
| 803197833 | Existing Customer | 49 | F | 1 | Post-Graduate | Divorced | $40K - $60K | Blue | 44 | 6 | 5 | 2 | 2597.0 | 1871 | 726.0 | 0.899 | 3637 | 69 | 0.725 | 0.720 | 6/6/2020 |
| 812222208 | Existing Customer | 54 | F | 3 | Uneducated | Single | Unknown | Blue | 49 | 6 | 4 | 3 | 9733.0 | 863 | 8870.0 | 0.892 | 5228 | 71 | 0.543 | 0.089 | 12/13/2021 |
| 757634583 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 3 | 1 | 2261.0 | 1127 | 1134.0 | 0.814 | 4456 | 68 | 0.789 | 0.498 | 10/3/2019 |
| 719362458 | Existing Customer | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2822.0 | 0 | 2822.0 | 0.681 | 5064 | 74 | 0.850 | 0.000 | 10/11/2019 |
| 789331908 | Existing Customer | 40 | F | 3 | High School | Unknown | Less than $40K | Blue | 30 | 5 | 2 | 2 | 8793.0 | 918 | 7875.0 | 0.471 | 5342 | 64 | 0.684 | 0.104 | 11/1/2021 |
| 715616358 | Existing Customer | 53 | F | 0 | Graduate | Married | Unknown | Blue | 36 | 5 | 4 | 3 | 5843.0 | 1162 | 4681.0 | 0.765 | 4405 | 67 | 0.811 | 0.199 | 9/13/2019 |
| 711784908 | Existing Customer | 46 | F | 4 | High School | Single | Less than $40K | Blue | 34 | 5 | 5 | 2 | 3322.0 | 2517 | 805.0 | 0.789 | 3913 | 86 | 0.911 | 0.758 | 9/13/2021 |
| 806900508 | Existing Customer | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 3 | 2036.0 | 1716 | 320.0 | 0.690 | 4161 | 75 | 0.744 | 0.843 | 4/26/2020 |
| 710098233 | Existing Customer | 28 | F | 0 | Unknown | Single | Less than $40K | Blue | 13 | 3 | 2 | 2 | 2387.0 | 0 | 2387.0 | 0.639 | 4513 | 66 | 0.650 | 0.000 | 2/18/2019 |
| 713508333 | Existing Customer | 43 | F | 4 | College | Unknown | Less than $40K | Blue | 33 | 5 | 4 | 3 | 1884.0 | 1216 | 668.0 | 0.945 | 4591 | 85 | 0.735 | 0.645 | 11/27/2022 |
| 712176708 | Existing Customer | 51 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3747.0 | 2268 | 1479.0 | 0.709 | 4609 | 87 | 0.740 | 0.605 | 4/16/2021 |
| 719724933 | Existing Customer | 58 | F | 1 | Uneducated | Married | Less than $40K | Blue | 51 | 5 | 4 | 2 | 2220.0 | 1240 | 980.0 | 0.906 | 4396 | 78 | 0.950 | 0.559 | 1/24/2022 |
| 716537433 | Existing Customer | 50 | F | 2 | College | Married | $40K - $60K | Blue | 36 | 5 | 4 | 1 | 2428.0 | 2005 | 423.0 | 0.835 | 5170 | 68 | 0.659 | 0.826 | 2/22/2021 |
| 713186058 | Attrited Customer | 42 | F | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.580 | 2191 | 51 | 0.457 | 0.000 | 8/25/2022 |
| 787558683 | Existing Customer | 45 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 35 | 3 | 5 | 2 | 1850.0 | 621 | 1229.0 | 0.682 | 4234 | 74 | 0.682 | 0.336 | 7/24/2020 |
| 718002633 | Existing Customer | 48 | F | 2 | Graduate | Married | $40K - $60K | Silver | 41 | 6 | 3 | 1 | 16002.0 | 2076 | 13926.0 | 0.293 | 3667 | 52 | 1.167 | 0.130 | 9/25/2020 |
| 789241308 | Attrited Customer | 54 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 39 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.720 | 2145 | 41 | 0.519 | 0.000 | 11/20/2022 |
| 713941158 | Existing Customer | 47 | F | 1 | High School | Unknown | Less than $40K | Blue | 36 | 6 | 5 | 1 | 5222.0 | 2517 | 2705.0 | 0.569 | 4433 | 81 | 0.588 | 0.482 | 2/11/2019 |
| 808950108 | Existing Customer | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 5 | 2 | 1438.3 | 859 | 579.3 | 0.808 | 4409 | 72 | 0.674 | 0.597 | 3/27/2019 |
| 719050458 | Existing Customer | 62 | F | 0 | Unknown | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2582.0 | 1528 | 1054.0 | 0.771 | 4041 | 67 | 0.457 | 0.592 | 6/18/2019 |
| 718021608 | Existing Customer | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 34 | 4 | 5 | 2 | 1533.0 | 728 | 805.0 | 0.906 | 4659 | 83 | 0.766 | 0.475 | 2/23/2021 |
| 788870283 | Existing Customer | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 4 | 1 | 1438.3 | 0 | 1438.3 | 0.796 | 3778 | 72 | 1.118 | 0.000 | 4/2/2020 |
| 778272408 | Attrited Customer | 52 | M | 1 | Unknown | Divorced | $80K - $120K | Blue | 42 | 4 | 4 | 2 | 5763.0 | 0 | 5763.0 | 0.615 | 2310 | 48 | 0.714 | 0.000 | 12/27/2022 |
| 720079758 | Existing Customer | 46 | F | 3 | Uneducated | Single | Unknown | Blue | 42 | 6 | 4 | 2 | 1910.0 | 1431 | 479.0 | 0.851 | 5253 | 82 | 0.745 | 0.749 | 9/20/2022 |
| 787457883 | Existing Customer | 51 | F | 0 | Unknown | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 1515.0 | 996 | 519.0 | 0.558 | 4324 | 89 | 0.854 | 0.657 | 3/19/2020 |
| 719884983 | Existing Customer | 52 | M | 2 | Graduate | Single | $40K - $60K | Blue | 44 | 3 | 4 | 2 | 1538.0 | 666 | 872.0 | 0.642 | 4808 | 64 | 0.684 | 0.433 | 10/31/2021 |
| 822056583 | Existing Customer | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 40 | 6 | 5 | 3 | 1572.0 | 874 | 698.0 | 0.947 | 4996 | 80 | 0.739 | 0.556 | 6/25/2019 |
| 714585033 | Existing Customer | 41 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 5 | 1 | 1438.3 | 1055 | 383.3 | 0.809 | 4532 | 78 | 0.472 | 0.734 | 11/7/2020 |
| 713981283 | Existing Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 5 | 3 | 2814.0 | 2162 | 652.0 | 0.588 | 4271 | 88 | 0.833 | 0.768 | 5/19/2019 |
| 715328658 | Attrited Customer | 41 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1495.0 | 0 | 1495.0 | 0.686 | 2622 | 70 | 0.628 | 0.000 | 7/3/2022 |
| 708918558 | Attrited Customer | 37 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 1959.0 | 662 | 1297.0 | 0.888 | 3046 | 52 | 0.793 | 0.338 | 3/8/2021 |
| 748194633 | Existing Customer | 60 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 53 | 5 | 5 | 3 | 2903.0 | 1251 | 1652.0 | 0.879 | 4555 | 76 | 0.727 | 0.431 | 4/20/2020 |
| 719323683 | Existing Customer | 47 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 6 | 5 | 2 | 4543.0 | 1028 | 3515.0 | 0.799 | 4093 | 77 | 0.571 | 0.226 | 1/15/2019 |
| 708611733 | Existing Customer | 42 | F | 1 | College | Married | Unknown | Blue | 33 | 4 | 4 | 3 | 3119.0 | 1328 | 1791.0 | 0.967 | 4659 | 82 | 0.673 | 0.426 | 12/14/2022 |
| 771219033 | Existing Customer | 42 | M | 1 | Uneducated | Unknown | $80K - $120K | Blue | 29 | 4 | 3 | 3 | 17506.0 | 1979 | 15527.0 | 0.447 | 4199 | 73 | 0.659 | 0.113 | 10/19/2020 |
| 721480158 | Attrited Customer | 50 | F | 2 | Unknown | Married | Less than $40K | Blue | 43 | 3 | 3 | 2 | 1438.3 | 910 | 528.3 | 0.660 | 2370 | 44 | 0.467 | 0.633 | 4/25/2022 |
| 708086958 | Existing Customer | 49 | F | 2 | Uneducated | Married | Unknown | Blue | 41 | 3 | 5 | 2 | 3128.0 | 749 | 2379.0 | 0.598 | 4369 | 59 | 0.735 | 0.239 | 6/7/2019 |
| 709100283 | Attrited Customer | 36 | F | 2 | High School | Single | Unknown | Blue | 26 | 3 | 2 | 2 | 5956.0 | 2517 | 3439.0 | 0.877 | 2828 | 46 | 0.484 | 0.423 | 11/29/2021 |
| 719350908 | Existing Customer | 43 | M | 4 | Unknown | Unknown | Less than $40K | Blue | 35 | 3 | 3 | 2 | 4177.0 | 2094 | 2083.0 | 0.466 | 3553 | 66 | 0.650 | 0.501 | 10/9/2020 |
| 714124983 | Existing Customer | 57 | M | 2 | Unknown | Single | $80K - $120K | Blue | 48 | 6 | 4 | 3 | 13457.0 | 1044 | 12413.0 | 0.722 | 3303 | 66 | 0.737 | 0.078 | 7/11/2021 |
| 718031508 | Existing Customer | 45 | M | 4 | College | Divorced | $80K - $120K | Blue | 37 | 6 | 5 | 1 | 1535.0 | 0 | 1535.0 | 0.770 | 5168 | 76 | 0.810 | 0.000 | 7/1/2021 |
| 709732608 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3203.0 | 2366 | 837.0 | 0.665 | 4282 | 82 | 0.783 | 0.739 | 8/9/2020 |
| 713466033 | Attrited Customer | 39 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2092.0 | 0 | 2092.0 | 0.422 | 2015 | 33 | 0.269 | 0.000 | 11/14/2019 |
| 716369208 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 5 | 3 | 2420.0 | 1223 | 1197.0 | 0.718 | 4954 | 82 | 0.783 | 0.505 | 11/11/2020 |
| 781143933 | Existing Customer | 43 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2313.0 | 1325 | 988.0 | 0.723 | 5006 | 76 | 0.810 | 0.573 | 6/5/2020 |
| 711337158 | Existing Customer | 56 | M | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 3 | 5 | 3 | 3059.0 | 2387 | 672.0 | 0.808 | 4774 | 81 | 0.761 | 0.780 | 7/15/2020 |
| 714724908 | Existing Customer | 41 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 4 | 1 | 2235.0 | 1688 | 547.0 | 0.631 | 4633 | 79 | 0.795 | 0.755 | 2/20/2021 |
| 719973033 | Existing Customer | 49 | F | 1 | Unknown | Married | Less than $40K | Blue | 37 | 5 | 5 | 2 | 3208.0 | 0 | 3208.0 | 0.923 | 4531 | 86 | 0.830 | 0.000 | 3/22/2019 |
| 714196008 | Existing Customer | 43 | M | 2 | Graduate | Unknown | $60K - $80K | Blue | 25 | 5 | 3 | 1 | 7534.0 | 0 | 7534.0 | 0.587 | 4685 | 79 | 0.975 | 0.000 | 10/5/2020 |
| 780272208 | Existing Customer | 39 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 25 | 4 | 2 | 3 | 2006.0 | 1197 | 809.0 | 0.877 | 4139 | 69 | 0.769 | 0.597 | 7/14/2022 |
| 717849708 | Existing Customer | 46 | M | 4 | Unknown | Divorced | $60K - $80K | Blue | 32 | 5 | 3 | 3 | 1438.3 | 738 | 700.3 | 0.709 | 4368 | 87 | 0.740 | 0.513 | 11/16/2021 |
| 712437108 | Existing Customer | 49 | M | 3 | Unknown | Married | $80K - $120K | Blue | 42 | 3 | 3 | 1 | 14044.0 | 0 | 14044.0 | 0.715 | 4889 | 89 | 0.854 | 0.000 | 6/3/2020 |
| 767802483 | Existing Customer | 44 | M | 4 | College | Single | $60K - $80K | Blue | 38 | 6 | 3 | 3 | 5005.0 | 969 | 4036.0 | 0.727 | 5066 | 71 | 0.821 | 0.194 | 11/25/2022 |
| 709064208 | Attrited Customer | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 32 | 4 | 3 | 6 | 1628.0 | 275 | 1353.0 | 0.690 | 2219 | 49 | 0.531 | 0.169 | 9/20/2019 |
| 714343608 | Existing Customer | 56 | F | 0 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 4 | 2 | 3033.0 | 0 | 3033.0 | 0.890 | 4921 | 90 | 0.698 | 0.000 | 6/21/2020 |
| 709668408 | Existing Customer | 56 | F | 1 | Graduate | Unknown | $40K - $60K | Blue | 36 | 5 | 4 | 1 | 5204.0 | 0 | 5204.0 | 1.008 | 5285 | 82 | 0.864 | 0.000 | 3/3/2021 |
| 712753758 | Existing Customer | 57 | F | 1 | High School | Single | Less than $40K | Blue | 41 | 4 | 4 | 3 | 2442.0 | 1699 | 743.0 | 0.639 | 4313 | 75 | 0.562 | 0.696 | 8/14/2020 |
| 807722658 | Existing Customer | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 2429.0 | 1250 | 1179.0 | 0.983 | 4761 | 99 | 0.707 | 0.515 | 10/21/2022 |
| 826808208 | Existing Customer | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 56 | 3 | 5 | 2 | 2213.0 | 829 | 1384.0 | 0.639 | 4210 | 84 | 0.714 | 0.375 | 9/2/2021 |
| 757224108 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 32 | 6 | 3 | 1 | 2624.0 | 1117 | 1507.0 | 0.826 | 3929 | 67 | 0.595 | 0.426 | 12/13/2019 |
| 816091608 | Existing Customer | 37 | F | 1 | College | Single | $40K - $60K | Blue | 32 | 4 | 2 | 3 | 1976.0 | 0 | 1976.0 | 0.812 | 4424 | 73 | 0.659 | 0.000 | 2/23/2019 |
| 819684183 | Existing Customer | 46 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 4 | 5 | 3 | 3492.0 | 1546 | 1946.0 | 1.135 | 3043 | 53 | 1.038 | 0.443 | 9/13/2020 |
| 719630358 | Attrited Customer | 50 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3546.0 | 0 | 3546.0 | 0.791 | 2616 | 47 | 0.469 | 0.000 | 8/24/2020 |
| 712399308 | Attrited Customer | 38 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2989.0 | 2387 | 602.0 | 0.437 | 2143 | 67 | 0.558 | 0.799 | 9/21/2019 |
| 721282908 | Existing Customer | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 29 | 3 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.742 | 3971 | 60 | 0.667 | 0.000 | 12/28/2020 |
| 820848408 | Existing Customer | 52 | F | 4 | Uneducated | Divorced | Unknown | Blue | 48 | 5 | 5 | 2 | 1438.3 | 771 | 667.3 | 0.652 | 5053 | 74 | 0.947 | 0.536 | 9/19/2019 |
| 710888883 | Existing Customer | 37 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 6 | 4 | 2 | 1438.3 | 636 | 802.3 | 0.838 | 4824 | 83 | 0.766 | 0.442 | 4/3/2022 |
| 711338058 | Existing Customer | 45 | F | 1 | Unknown | Married | Less than $40K | Blue | 33 | 6 | 3 | 2 | 1438.3 | 1201 | 237.3 | 0.749 | 4851 | 86 | 0.720 | 0.835 | 8/30/2022 |
| 721317333 | Existing Customer | 40 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 4 | 2 | 1 | 2383.0 | 1828 | 555.0 | 0.814 | 4759 | 75 | 0.744 | 0.767 | 3/21/2022 |
| 711350133 | Existing Customer | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 34 | 5 | 4 | 1 | 13587.0 | 2374 | 11213.0 | 0.789 | 4995 | 88 | 0.692 | 0.175 | 2/3/2022 |
| 803606958 | Existing Customer | 57 | F | 3 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 5 | 0 | 3085.0 | 0 | 3085.0 | 0.719 | 3946 | 73 | 0.825 | 0.000 | 6/19/2019 |
| 721039308 | Existing Customer | 40 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 32431.0 | 850 | 31581.0 | 0.926 | 4400 | 71 | 1.088 | 0.026 | 2/28/2019 |
| 713440833 | Existing Customer | 61 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2207.0 | 2020 | 187.0 | 0.693 | 4348 | 84 | 0.647 | 0.915 | 1/29/2020 |
| 780814158 | Existing Customer | 57 | F | 3 | High School | Unknown | Less than $40K | Blue | 39 | 6 | 4 | 2 | 2781.0 | 992 | 1789.0 | 0.701 | 4577 | 81 | 0.929 | 0.357 | 10/13/2019 |
| 717255333 | Attrited Customer | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 6921.0 | 0 | 6921.0 | 0.824 | 2729 | 44 | 0.467 | 0.000 | 12/21/2020 |
| 714368883 | Existing Customer | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 5 | 2 | 7596.0 | 1156 | 6440.0 | 0.611 | 4338 | 73 | 0.738 | 0.152 | 9/22/2021 |
| 788797983 | Existing Customer | 42 | F | 3 | Uneducated | Married | Unknown | Blue | 24 | 5 | 1 | 3 | 4568.0 | 2025 | 2543.0 | 0.849 | 4869 | 85 | 0.848 | 0.443 | 9/20/2021 |
| 720642633 | Existing Customer | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 24 | 6 | 1 | 1 | 6475.0 | 1686 | 4789.0 | 0.699 | 3837 | 65 | 0.667 | 0.260 | 11/17/2019 |
| 708793008 | Attrited Customer | 46 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 35 | 5 | 3 | 3 | 9949.0 | 0 | 9949.0 | 0.574 | 2207 | 40 | 0.481 | 0.000 | 6/10/2020 |
| 819351258 | Existing Customer | 42 | F | 3 | College | Married | Less than $40K | Blue | 37 | 5 | 4 | 2 | 2238.0 | 1693 | 545.0 | 0.714 | 5339 | 86 | 0.458 | 0.756 | 1/24/2020 |
| 715212108 | Existing Customer | 41 | F | 2 | College | Married | Less than $40K | Blue | 36 | 5 | 5 | 1 | 1438.3 | 0 | 1438.3 | 0.686 | 4565 | 84 | 0.714 | 0.000 | 7/3/2021 |
| 720046458 | Existing Customer | 50 | F | 0 | High School | Single | Less than $40K | Blue | 43 | 6 | 4 | 2 | 2670.0 | 1944 | 726.0 | 0.628 | 4491 | 65 | 0.667 | 0.728 | 8/19/2022 |
| 779942808 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.460 | 4482 | 74 | 0.644 | 0.000 | 11/6/2022 |
| 713709258 | Existing Customer | 43 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 2142.0 | 1369 | 773.0 | 0.666 | 4424 | 88 | 0.660 | 0.639 | 1/13/2021 |
| 779961408 | Existing Customer | 58 | F | 1 | Uneducated | Single | Less than $40K | Blue | 43 | 4 | 4 | 2 | 3382.0 | 1446 | 1936.0 | 0.705 | 4854 | 74 | 0.682 | 0.428 | 9/7/2021 |
| 798699033 | Existing Customer | 52 | F | 2 | Graduate | Single | Unknown | Blue | 46 | 3 | 3 | 3 | 8961.0 | 1382 | 7579.0 | 0.797 | 4408 | 80 | 0.778 | 0.154 | 9/8/2021 |
| 754968033 | Existing Customer | 40 | F | 4 | High School | Married | Less than $40K | Blue | 33 | 4 | 5 | 3 | 1762.0 | 1224 | 538.0 | 0.815 | 4899 | 87 | 0.812 | 0.695 | 1/2/2022 |
| 710163633 | Existing Customer | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 1919.0 | 867 | 1052.0 | 0.741 | 4996 | 92 | 0.704 | 0.452 | 2/19/2019 |
| 781675983 | Existing Customer | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 4 | 5 | 1 | 3054.0 | 2517 | 537.0 | 1.061 | 4706 | 84 | 0.647 | 0.824 | 5/12/2020 |
| 720418383 | Existing Customer | 45 | F | 3 | Unknown | Single | Unknown | Blue | 27 | 4 | 1 | 2 | 1877.0 | 0 | 1877.0 | 0.752 | 4854 | 80 | 0.818 | 0.000 | 11/14/2019 |
| 778486008 | Existing Customer | 52 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 4 | 4 | 1 | 4223.0 | 2235 | 1988.0 | 0.863 | 3669 | 62 | 1.138 | 0.529 | 8/16/2019 |
| 718303683 | Attrited Customer | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 4 | 2 | 2 | 1666.0 | 813 | 853.0 | 0.813 | 2622 | 60 | 0.818 | 0.488 | 4/1/2021 |
| 716756133 | Existing Customer | 43 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 33 | 4 | 3 | 2 | 2422.0 | 1237 | 1185.0 | 0.925 | 5079 | 80 | 0.818 | 0.511 | 7/30/2019 |
| 711363258 | Existing Customer | 49 | F | 1 | Post-Graduate | Married | Unknown | Blue | 39 | 6 | 3 | 1 | 4821.0 | 0 | 4821.0 | 0.746 | 4680 | 77 | 0.974 | 0.000 | 7/25/2019 |
| 708551508 | Existing Customer | 51 | F | 2 | College | Single | Less than $40K | Blue | 37 | 4 | 4 | 2 | 3264.0 | 2508 | 756.0 | 0.887 | 4966 | 78 | 0.814 | 0.768 | 9/24/2022 |
| 715019883 | Existing Customer | 52 | M | 3 | College | Married | $60K - $80K | Blue | 42 | 5 | 3 | 1 | 4565.0 | 1258 | 3307.0 | 0.764 | 4139 | 67 | 0.914 | 0.276 | 11/6/2020 |
| 711125358 | Existing Customer | 45 | F | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 4 | 4 | 0 | 1765.0 | 1694 | 71.0 | 0.760 | 4803 | 72 | 0.532 | 0.960 | 6/28/2021 |
| 708453408 | Existing Customer | 40 | M | 4 | College | Divorced | $80K - $120K | Blue | 31 | 6 | 2 | 3 | 16050.0 | 0 | 16050.0 | 0.770 | 3721 | 62 | 0.512 | 0.000 | 9/28/2021 |
| 716370258 | Existing Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2188.0 | 1067 | 1121.0 | 0.618 | 4537 | 66 | 0.435 | 0.488 | 4/25/2019 |
| 803880108 | Existing Customer | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 41 | 6 | 5 | 3 | 1721.0 | 1355 | 366.0 | 0.926 | 4474 | 58 | 1.320 | 0.787 | 11/16/2019 |
| 708660408 | Attrited Customer | 40 | F | 1 | College | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 1737.0 | 1689 | 48.0 | 0.644 | 2459 | 43 | 0.536 | 0.972 | 2/9/2020 |
| 709822008 | Existing Customer | 42 | F | 3 | Unknown | Divorced | Unknown | Blue | 31 | 5 | 3 | 2 | 2369.0 | 1019 | 1350.0 | 0.691 | 4317 | 66 | 0.784 | 0.430 | 8/26/2020 |
| 716411358 | Existing Customer | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 5 | 3 | 2652.0 | 0 | 2652.0 | 0.665 | 4676 | 78 | 0.773 | 0.000 | 9/19/2021 |
| 717524433 | Existing Customer | 52 | F | 2 | College | Married | $40K - $60K | Blue | 40 | 5 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.825 | 4700 | 92 | 0.704 | 0.000 | 1/24/2020 |
| 721011858 | Existing Customer | 63 | M | 1 | Graduate | Unknown | Less than $40K | Blue | 52 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.854 | 3913 | 78 | 0.500 | 0.000 | 8/28/2021 |
| 719734533 | Existing Customer | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1438.3 | 689 | 749.3 | 0.823 | 4921 | 65 | 0.806 | 0.479 | 7/11/2022 |
| 712285908 | Existing Customer | 60 | F | 1 | High School | Single | Less than $40K | Blue | 49 | 5 | 4 | 1 | 2481.0 | 1925 | 556.0 | 0.723 | 5228 | 73 | 0.780 | 0.776 | 1/23/2022 |
| 713675658 | Existing Customer | 36 | F | 1 | High School | Single | Unknown | Blue | 22 | 6 | 3 | 2 | 9817.0 | 848 | 8969.0 | 0.793 | 4636 | 85 | 0.848 | 0.086 | 7/19/2022 |
| 712869783 | Existing Customer | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 5 | 2 | 4255.0 | 0 | 4255.0 | 0.948 | 4606 | 79 | 0.795 | 0.000 | 10/14/2021 |
| 708545058 | Existing Customer | 45 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 4 | 3 | 1438.3 | 986 | 452.3 | 0.649 | 5136 | 81 | 0.800 | 0.686 | 4/19/2022 |
| 817240833 | Existing Customer | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 4970.0 | 1591 | 3379.0 | 0.738 | 5023 | 78 | 0.733 | 0.320 | 11/24/2020 |
| 711671058 | Attrited Customer | 48 | F | 1 | Uneducated | Married | Unknown | Blue | 38 | 5 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.574 | 2171 | 38 | 0.462 | 0.000 | 11/12/2019 |
| 719815383 | Existing Customer | 49 | F | 4 | Doctorate | Married | Unknown | Blue | 39 | 4 | 4 | 1 | 2333.0 | 1414 | 919.0 | 0.632 | 5137 | 89 | 0.679 | 0.606 | 10/28/2019 |
| 808747233 | Attrited Customer | 50 | M | 2 | Doctorate | Married | $120K + | Silver | 45 | 6 | 3 | 3 | 34516.0 | 0 | 34516.0 | 0.771 | 2573 | 55 | 0.719 | 0.000 | 5/30/2021 |
| 713084208 | Attrited Customer | 43 | M | 4 | College | Married | $40K - $60K | Blue | 32 | 6 | 3 | 3 | 4373.0 | 0 | 4373.0 | 0.623 | 2397 | 46 | 0.484 | 0.000 | 5/21/2019 |
| 806652483 | Existing Customer | 41 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 5 | 3 | 1561.0 | 1169 | 392.0 | 0.573 | 4391 | 67 | 0.595 | 0.749 | 3/19/2019 |
| 709803258 | Attrited Customer | 48 | M | 2 | Unknown | Married | $80K - $120K | Blue | 28 | 5 | 2 | 3 | 12073.0 | 0 | 12073.0 | 0.541 | 2400 | 52 | 0.793 | 0.000 | 12/1/2020 |
| 717765183 | Existing Customer | 55 | F | 1 | Unknown | Single | Unknown | Blue | 42 | 4 | 5 | 3 | 1438.3 | 0 | 1438.3 | 0.740 | 4956 | 72 | 0.714 | 0.000 | 9/17/2020 |
| 779041983 | Existing Customer | 41 | M | 5 | High School | Single | $40K - $60K | Blue | 22 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.560 | 4439 | 81 | 1.025 | 0.000 | 2/24/2021 |
| 709868433 | Existing Customer | 43 | F | 4 | Unknown | Single | Less than $40K | Blue | 33 | 3 | 3 | 1 | 2525.0 | 2217 | 308.0 | 0.763 | 4409 | 69 | 0.568 | 0.878 | 8/4/2019 |
| 818699208 | Attrited Customer | 47 | F | 4 | Post-Graduate | Married | Unknown | Blue | 42 | 4 | 4 | 4 | 6451.0 | 0 | 6451.0 | 0.706 | 2400 | 43 | 0.433 | 0.000 | 2/7/2022 |
| 717395733 | Existing Customer | 42 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 36 | 4 | 4 | 3 | 4142.0 | 688 | 3454.0 | 0.717 | 4512 | 81 | 0.976 | 0.166 | 5/26/2021 |
| 719516208 | Attrited Customer | 54 | M | 2 | College | Single | $120K + | Blue | 36 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.628 | 2329 | 47 | 0.516 | 0.000 | 4/21/2020 |
| 717026658 | Attrited Customer | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 1897.0 | 0 | 1897.0 | 0.645 | 2866 | 47 | 0.469 | 0.000 | 12/25/2022 |
| 801516183 | Existing Customer | 52 | F | 4 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 3231.0 | 2215 | 1016.0 | 0.515 | 4610 | 90 | 0.607 | 0.686 | 3/25/2020 |
| 716231133 | Existing Customer | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 5 | 1 | 1577.0 | 1286 | 291.0 | 0.571 | 3453 | 52 | 1.080 | 0.815 | 6/29/2019 |
| 779625858 | Existing Customer | 37 | F | 2 | Unknown | Single | Less than $40K | Blue | 27 | 6 | 1 | 3 | 3061.0 | 2517 | 544.0 | 0.809 | 5032 | 89 | 0.618 | 0.822 | 1/12/2020 |
| 709575858 | Existing Customer | 53 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 5 | 3 | 2300.0 | 0 | 2300.0 | 0.655 | 4527 | 79 | 0.756 | 0.000 | 7/28/2020 |
| 720927183 | Existing Customer | 56 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 5 | 2 | 2796.0 | 0 | 2796.0 | 0.884 | 4536 | 81 | 0.723 | 0.000 | 4/6/2021 |
| 772198983 | Existing Customer | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 3 | 5 | 1 | 3024.0 | 1649 | 1375.0 | 0.587 | 4463 | 89 | 0.679 | 0.545 | 10/28/2021 |
| 721122258 | Existing Customer | 38 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 5 | 3 | 5293.0 | 1030 | 4263.0 | 0.863 | 4377 | 62 | 0.879 | 0.195 | 12/20/2022 |
| 758875908 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 33 | 4 | 4 | 3 | 1964.0 | 1811 | 153.0 | 0.690 | 4699 | 81 | 0.841 | 0.922 | 7/20/2022 |
| 716501133 | Existing Customer | 36 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 4 | 0 | 2051.0 | 1154 | 897.0 | 0.605 | 3912 | 79 | 0.717 | 0.563 | 9/29/2021 |
| 719250783 | Existing Customer | 41 | F | 1 | High School | Single | Less than $40K | Blue | 31 | 4 | 2 | 1 | 1998.0 | 0 | 1998.0 | 0.717 | 4637 | 68 | 0.889 | 0.000 | 9/29/2021 |
| 789179583 | Existing Customer | 28 | F | 1 | College | Divorced | Unknown | Blue | 17 | 5 | 3 | 2 | 11881.0 | 1488 | 10393.0 | 0.587 | 4865 | 87 | 0.891 | 0.125 | 9/6/2021 |
| 708254733 | Existing Customer | 41 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 2968.0 | 1873 | 1095.0 | 1.110 | 5171 | 85 | 0.889 | 0.631 | 1/14/2019 |
| 719758758 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 23 | 4 | 2 | 3 | 2797.0 | 1943 | 854.0 | 0.899 | 4917 | 66 | 0.784 | 0.695 | 5/16/2019 |
| 805458933 | Existing Customer | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 6 | 4 | 2 | 13984.0 | 632 | 13352.0 | 0.702 | 4727 | 83 | 0.660 | 0.045 | 12/30/2019 |
| 720408708 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 4 | 1 | 2505.0 | 0 | 2505.0 | 0.620 | 4109 | 61 | 0.743 | 0.000 | 11/11/2022 |
| 788911458 | Existing Customer | 40 | F | 4 | College | Married | Less than $40K | Blue | 26 | 3 | 1 | 1 | 2972.0 | 0 | 2972.0 | 0.593 | 3840 | 69 | 0.769 | 0.000 | 2/21/2020 |
| 771862308 | Existing Customer | 50 | M | 1 | College | Single | $80K - $120K | Blue | 39 | 4 | 3 | 2 | 5856.0 | 2007 | 3849.0 | 0.727 | 4916 | 87 | 0.642 | 0.343 | 8/11/2022 |
| 714616308 | Existing Customer | 44 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 38 | 6 | 4 | 1 | 7182.0 | 1774 | 5408.0 | 0.583 | 4294 | 67 | 0.718 | 0.247 | 11/6/2020 |
| 721221783 | Existing Customer | 62 | M | 2 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 3 | 2 | 5844.0 | 2013 | 3831.0 | 0.478 | 3546 | 65 | 0.548 | 0.344 | 12/1/2019 |
| 766021083 | Attrited Customer | 55 | F | 1 | College | Single | Less than $40K | Blue | 48 | 3 | 5 | 3 | 2114.0 | 546 | 1568.0 | 0.619 | 2578 | 42 | 0.750 | 0.258 | 2/12/2019 |
| 771918033 | Existing Customer | 54 | M | 4 | Graduate | Single | $80K - $120K | Blue | 43 | 3 | 4 | 3 | 8208.0 | 1256 | 6952.0 | 0.814 | 4824 | 83 | 0.627 | 0.153 | 6/3/2021 |
| 719756133 | Attrited Customer | 34 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 20 | 3 | 2 | 6 | 3940.0 | 1384 | 2556.0 | 0.908 | 3257 | 53 | 0.767 | 0.351 | 1/18/2021 |
| 711777633 | Existing Customer | 41 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 27 | 5 | 2 | 2 | 5784.0 | 0 | 5784.0 | 0.851 | 4173 | 80 | 0.860 | 0.000 | 1/12/2022 |
| 713261133 | Attrited Customer | 38 | M | 4 | Graduate | Unknown | $60K - $80K | Blue | 22 | 5 | 2 | 3 | 8632.0 | 0 | 8632.0 | 0.395 | 2221 | 40 | 0.739 | 0.000 | 5/9/2020 |
| 788519958 | Existing Customer | 57 | F | 2 | Graduate | Single | Less than $40K | Blue | 50 | 6 | 5 | 2 | 1438.3 | 876 | 562.3 | 0.693 | 4815 | 62 | 0.676 | 0.609 | 9/15/2022 |
| 768412608 | Existing Customer | 39 | F | 1 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 2255.0 | 1258 | 997.0 | 0.960 | 4309 | 79 | 0.837 | 0.558 | 8/30/2019 |
| 709972908 | Existing Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 25 | 5 | 1 | 2 | 9874.0 | 1059 | 8815.0 | 0.664 | 4369 | 70 | 0.707 | 0.107 | 4/9/2020 |
| 713029683 | Existing Customer | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 1873.0 | 468 | 1405.0 | 1.154 | 4738 | 82 | 0.608 | 0.250 | 5/22/2022 |
| 768243858 | Attrited Customer | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 48 | 3 | 4 | 3 | 3288.0 | 2517 | 771.0 | 0.840 | 2717 | 46 | 0.438 | 0.766 | 6/2/2019 |
| 711685758 | Existing Customer | 60 | F | 1 | Graduate | Single | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 3334.0 | 1151 | 2183.0 | 0.752 | 4791 | 101 | 0.629 | 0.345 | 5/30/2019 |
| 714528258 | Existing Customer | 46 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 39 | 3 | 1 | 1 | 3299.0 | 870 | 2429.0 | 0.630 | 4904 | 75 | 0.829 | 0.264 | 10/7/2020 |
| 818930808 | Existing Customer | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 31 | 3 | 2 | 1 | 2754.0 | 1798 | 956.0 | 0.769 | 3937 | 70 | 0.628 | 0.653 | 2/10/2019 |
| 713310558 | Existing Customer | 47 | F | 2 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 2 | 2 | 2035.0 | 1620 | 415.0 | 0.838 | 4130 | 74 | 0.721 | 0.796 | 5/8/2021 |
| 719995008 | Existing Customer | 44 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 6 | 2 | 2 | 3979.0 | 780 | 3199.0 | 0.873 | 5024 | 69 | 0.769 | 0.196 | 9/19/2021 |
| 811713408 | Existing Customer | 58 | F | 2 | High School | Married | $40K - $60K | Blue | 53 | 4 | 2 | 3 | 2642.0 | 1249 | 1393.0 | 0.682 | 4897 | 81 | 0.723 | 0.473 | 7/7/2021 |
| 709649958 | Attrited Customer | 62 | M | 0 | Post-Graduate | Divorced | $60K - $80K | Silver | 46 | 4 | 5 | 6 | 28229.0 | 287 | 27942.0 | 0.594 | 2281 | 45 | 0.552 | 0.010 | 8/6/2019 |
| 708822783 | Existing Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2973.0 | 2517 | 456.0 | 0.588 | 4862 | 77 | 0.453 | 0.847 | 8/22/2022 |
| 771869508 | Existing Customer | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 40 | 4 | 3 | 3 | 1612.0 | 831 | 781.0 | 0.602 | 4924 | 81 | 0.884 | 0.516 | 1/17/2022 |
| 804413508 | Existing Customer | 41 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 12084.0 | 1638 | 10446.0 | 0.695 | 4506 | 90 | 0.957 | 0.136 | 5/8/2021 |
| 815756058 | Existing Customer | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 49 | 3 | 2 | 2 | 2930.0 | 2266 | 664.0 | 0.734 | 4752 | 72 | 1.323 | 0.773 | 5/20/2020 |
| 712278108 | Existing Customer | 46 | F | 2 | Unknown | Married | $40K - $60K | Blue | 38 | 6 | 3 | 1 | 1963.0 | 1112 | 851.0 | 0.761 | 4821 | 67 | 0.763 | 0.566 | 4/19/2020 |
| 717072108 | Attrited Customer | 50 | F | 2 | Unknown | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2762.0 | 0 | 2762.0 | 0.684 | 2571 | 44 | 0.419 | 0.000 | 1/3/2019 |
| 721460283 | Attrited Customer | 49 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 35 | 5 | 1 | 2 | 2214.0 | 915 | 1299.0 | 0.533 | 2144 | 51 | 0.545 | 0.413 | 2/11/2022 |
| 784827108 | Existing Customer | 39 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 2 | 2292.0 | 1839 | 453.0 | 0.675 | 4043 | 72 | 0.674 | 0.802 | 9/25/2021 |
| 717862308 | Existing Customer | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 27 | 6 | 3 | 2 | 2901.0 | 2384 | 517.0 | 0.717 | 3835 | 78 | 0.592 | 0.822 | 3/27/2022 |
| 716726058 | Existing Customer | 48 | F | 3 | College | Single | Less than $40K | Blue | 30 | 4 | 1 | 1 | 2865.0 | 1523 | 1342.0 | 0.605 | 4609 | 79 | 0.756 | 0.532 | 9/1/2020 |
| 717405408 | Existing Customer | 31 | F | 0 | Post-Graduate | Single | Unknown | Blue | 18 | 3 | 2 | 0 | 3934.0 | 1911 | 2023.0 | 0.723 | 4143 | 82 | 0.864 | 0.486 | 1/25/2019 |
| 718734408 | Existing Customer | 57 | F | 2 | Unknown | Single | $40K - $60K | Blue | 45 | 3 | 4 | 3 | 2428.0 | 932 | 1496.0 | 0.768 | 4823 | 62 | 0.824 | 0.384 | 12/23/2019 |
| 771666783 | Existing Customer | 43 | F | 5 | College | Married | $40K - $60K | Blue | 31 | 5 | 1 | 1 | 5302.0 | 1136 | 4166.0 | 0.817 | 4883 | 68 | 0.581 | 0.214 | 5/26/2021 |
| 789301458 | Existing Customer | 41 | F | 4 | High School | Married | Unknown | Blue | 30 | 5 | 2 | 2 | 9139.0 | 1620 | 7519.0 | 0.773 | 4675 | 78 | 1.108 | 0.177 | 4/20/2022 |
| 772329183 | Existing Customer | 48 | M | 5 | Unknown | Married | $40K - $60K | Blue | 38 | 4 | 4 | 1 | 5219.0 | 1081 | 4138.0 | 0.568 | 3481 | 78 | 0.625 | 0.207 | 10/16/2022 |
| 713792583 | Existing Customer | 52 | F | 2 | Graduate | Single | Unknown | Blue | 43 | 5 | 2 | 3 | 10351.0 | 1356 | 8995.0 | 0.828 | 4572 | 76 | 1.054 | 0.131 | 6/2/2021 |
| 719577258 | Attrited Customer | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 4 | 6811.0 | 0 | 6811.0 | 0.677 | 1937 | 39 | 0.560 | 0.000 | 9/8/2019 |
| 770878458 | Existing Customer | 27 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 13 | 3 | 2 | 2 | 1438.3 | 990 | 448.3 | 0.715 | 3855 | 73 | 1.147 | 0.688 | 6/5/2020 |
| 798308058 | Existing Customer | 39 | M | 1 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 1 | 2 | 2255.0 | 0 | 2255.0 | 0.730 | 4412 | 81 | 0.884 | 0.000 | 2/20/2020 |
| 772528158 | Attrited Customer | 55 | F | 3 | Unknown | Single | Less than $40K | Blue | 45 | 4 | 3 | 4 | 1741.0 | 0 | 1741.0 | 0.840 | 2546 | 42 | 0.400 | 0.000 | 2/10/2022 |
| 718707933 | Attrited Customer | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 35 | 4 | 3 | 4 | 2189.0 | 382 | 1807.0 | 0.884 | 2750 | 51 | 0.594 | 0.175 | 9/12/2021 |
| 709791333 | Existing Customer | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2040.0 | 1084 | 956.0 | 0.672 | 4751 | 80 | 0.818 | 0.531 | 5/2/2019 |
| 710090958 | Existing Customer | 51 | M | 3 | College | Married | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 1844.0 | 1232 | 612.0 | 0.588 | 4182 | 71 | 0.651 | 0.668 | 4/23/2022 |
| 772687983 | Existing Customer | 53 | M | 3 | Graduate | Single | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 8404.0 | 1498 | 6906.0 | 0.922 | 4811 | 56 | 0.556 | 0.178 | 2/25/2020 |
| 714707133 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.647 | 4443 | 86 | 0.830 | 0.000 | 9/9/2019 |
| 720126033 | Existing Customer | 42 | M | 4 | High School | Single | $80K - $120K | Blue | 28 | 3 | 3 | 3 | 1944.0 | 1804 | 140.0 | 0.723 | 4682 | 90 | 0.667 | 0.928 | 2/25/2020 |
| 713995233 | Existing Customer | 38 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.641 | 4707 | 88 | 0.692 | 0.000 | 12/9/2019 |
| 771638733 | Attrited Customer | 49 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 4354.0 | 0 | 4354.0 | 0.738 | 2750 | 59 | 0.686 | 0.000 | 5/1/2019 |
| 715009833 | Existing Customer | 51 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 4 | 2 | 1857.0 | 1033 | 824.0 | 0.950 | 5149 | 90 | 0.636 | 0.556 | 6/13/2020 |
| 711497283 | Existing Customer | 54 | F | 5 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 6 | 1 | 2708.0 | 1616 | 1092.0 | 0.669 | 4237 | 87 | 0.706 | 0.597 | 2/19/2022 |
| 803418783 | Existing Customer | 40 | M | 4 | Graduate | Married | $60K - $80K | Blue | 35 | 5 | 4 | 1 | 9974.0 | 2185 | 7789.0 | 0.852 | 4680 | 87 | 0.673 | 0.219 | 4/6/2022 |
| 814611633 | Existing Customer | 47 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 3 | 1 | 2 | 2271.0 | 2154 | 117.0 | 1.130 | 4150 | 69 | 0.865 | 0.948 | 3/22/2020 |
| 709411383 | Existing Customer | 45 | M | 2 | Uneducated | Unknown | $40K - $60K | Blue | 37 | 6 | 4 | 1 | 2811.0 | 1630 | 1181.0 | 0.847 | 4275 | 78 | 0.733 | 0.580 | 12/10/2022 |
| 825753258 | Existing Customer | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 43 | 4 | 3 | 1 | 6519.0 | 1525 | 4994.0 | 0.874 | 4495 | 81 | 1.025 | 0.234 | 1/1/2019 |
| 713930433 | Attrited Customer | 57 | M | 2 | Uneducated | Unknown | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 4316.0 | 0 | 4316.0 | 0.363 | 1920 | 53 | 0.472 | 0.000 | 1/19/2020 |
| 715941633 | Existing Customer | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.718 | 3800 | 69 | 0.533 | 0.000 | 7/6/2021 |
| 772162683 | Attrited Customer | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 6 | 2 | 2 | 3116.0 | 0 | 3116.0 | 0.698 | 2768 | 45 | 0.667 | 0.000 | 6/1/2022 |
| 712531008 | Attrited Customer | 43 | M | 3 | Unknown | Married | $120K + | Blue | 34 | 4 | 3 | 2 | 24868.0 | 794 | 24074.0 | 0.649 | 2510 | 32 | 0.231 | 0.032 | 11/24/2020 |
| 711583458 | Existing Customer | 48 | F | 2 | College | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.743 | 4913 | 82 | 0.822 | 0.000 | 8/26/2020 |
| 714418983 | Existing Customer | 43 | M | 5 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.643 | 4509 | 80 | 0.569 | 0.000 | 2/21/2022 |
| 708699108 | Existing Customer | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.3 | 855 | 583.3 | 0.662 | 4890 | 53 | 0.893 | 0.594 | 5/26/2021 |
| 771749733 | Existing Customer | 41 | M | 2 | Graduate | Single | $40K - $60K | Silver | 30 | 5 | 2 | 3 | 17706.0 | 1081 | 16625.0 | 1.087 | 3680 | 81 | 0.723 | 0.061 | 12/25/2020 |
| 715235808 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1819.0 | 1235 | 584.0 | 0.798 | 4636 | 75 | 0.705 | 0.679 | 2/28/2021 |
| 716666133 | Existing Customer | 51 | M | 4 | Graduate | Single | $120K + | Blue | 39 | 6 | 4 | 1 | 19350.0 | 0 | 19350.0 | 0.982 | 4657 | 70 | 0.795 | 0.000 | 7/1/2021 |
| 716709858 | Attrited Customer | 34 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 25 | 1 | 2 | 3 | 3074.0 | 0 | 3074.0 | 0.718 | 2721 | 54 | 0.688 | 0.000 | 8/12/2021 |
| 715356258 | Existing Customer | 42 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 2281.0 | 1548 | 733.0 | 0.739 | 4384 | 78 | 0.857 | 0.679 | 5/25/2020 |
| 720389283 | Existing Customer | 58 | F | 1 | Unknown | Married | Less than $40K | Blue | 46 | 6 | 3 | 3 | 3035.0 | 1779 | 1256.0 | 0.851 | 4999 | 83 | 0.930 | 0.586 | 1/15/2021 |
| 778131333 | Existing Customer | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 3222.0 | 0 | 3222.0 | 0.786 | 5154 | 80 | 0.778 | 0.000 | 8/23/2022 |
| 708286683 | Existing Customer | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 43 | 6 | 3 | 1 | 12045.0 | 1749 | 10296.0 | 0.736 | 4884 | 86 | 0.870 | 0.145 | 9/10/2020 |
| 814765533 | Attrited Customer | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 10587.0 | 2517 | 8070.0 | 1.052 | 2971 | 54 | 0.742 | 0.238 | 11/15/2021 |
| 814195758 | Existing Customer | 42 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 4 | 1 | 1 | 2596.0 | 1210 | 1386.0 | 0.549 | 4642 | 78 | 0.696 | 0.466 | 6/17/2020 |
| 717121758 | Existing Customer | 58 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 3008.0 | 2517 | 491.0 | 0.674 | 4627 | 68 | 0.659 | 0.837 | 10/7/2021 |
| 768720708 | Existing Customer | 41 | F | 3 | High School | Married | Less than $40K | Blue | 30 | 4 | 4 | 2 | 3280.0 | 2327 | 953.0 | 0.784 | 4268 | 84 | 1.000 | 0.709 | 10/10/2022 |
| 718032483 | Existing Customer | 33 | F | 4 | Graduate | Married | Less than $40K | Blue | 16 | 5 | 3 | 2 | 1438.3 | 611 | 827.3 | 0.692 | 4688 | 89 | 0.816 | 0.425 | 4/20/2022 |
| 809966058 | Existing Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 37 | 4 | 4 | 2 | 2835.0 | 1860 | 975.0 | 0.571 | 4569 | 81 | 0.884 | 0.656 | 10/7/2021 |
| 711553308 | Existing Customer | 60 | M | 1 | Graduate | Single | $40K - $60K | Blue | 48 | 3 | 1 | 3 | 1438.3 | 750 | 688.3 | 0.771 | 4542 | 88 | 0.833 | 0.521 | 11/2/2019 |
| 708253458 | Existing Customer | 59 | F | 1 | Unknown | Single | Unknown | Blue | 48 | 4 | 2 | 3 | 5528.0 | 1823 | 3705.0 | 0.731 | 4857 | 81 | 0.723 | 0.330 | 9/24/2021 |
| 711276933 | Existing Customer | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 4 | 2 | 2030.0 | 1262 | 768.0 | 0.862 | 4851 | 84 | 0.867 | 0.622 | 10/5/2022 |
| 718165758 | Existing Customer | 41 | F | 1 | Graduate | Married | $40K - $60K | Blue | 32 | 6 | 3 | 1 | 2413.0 | 1627 | 786.0 | 0.726 | 5466 | 85 | 0.771 | 0.674 | 5/25/2019 |
| 780089658 | Existing Customer | 36 | M | 3 | Unknown | Single | $60K - $80K | Blue | 21 | 4 | 2 | 3 | 7381.0 | 1608 | 5773.0 | 0.784 | 5638 | 86 | 0.654 | 0.218 | 8/9/2022 |
| 826421958 | Attrited Customer | 46 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 5 | 4 | 1 | 1438.3 | 0 | 1438.3 | 0.637 | 1843 | 44 | 0.630 | 0.000 | 8/26/2021 |
| 778712658 | Existing Customer | 52 | F | 0 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 4 | 3 | 2001.0 | 960 | 1041.0 | 0.678 | 4026 | 86 | 0.830 | 0.480 | 1/16/2021 |
| 708158133 | Attrited Customer | 45 | M | 3 | College | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 3031.0 | 2517 | 514.0 | 0.409 | 2188 | 50 | 0.389 | 0.830 | 3/22/2019 |
| 712514508 | Existing Customer | 47 | M | 2 | Unknown | Married | $120K + | Blue | 37 | 6 | 4 | 2 | 11354.0 | 0 | 11354.0 | 1.007 | 3073 | 49 | 1.227 | 0.000 | 6/16/2020 |
| 710725383 | Existing Customer | 42 | M | 3 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 2012.0 | 0 | 2012.0 | 0.310 | 3282 | 66 | 0.650 | 0.000 | 3/15/2021 |
| 772601283 | Existing Customer | 39 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 29 | 6 | 2 | 2 | 23034.0 | 1992 | 21042.0 | 0.759 | 2514 | 32 | 0.684 | 0.086 | 1/31/2020 |
| 716371308 | Existing Customer | 40 | M | 2 | Unknown | Single | $40K - $60K | Blue | 36 | 6 | 6 | 1 | 4947.0 | 0 | 4947.0 | 0.751 | 4497 | 84 | 0.826 | 0.000 | 5/7/2022 |
| 718518858 | Existing Customer | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 1844.0 | 1388 | 456.0 | 0.901 | 5056 | 81 | 0.800 | 0.753 | 12/10/2021 |
| 712579983 | Existing Customer | 40 | F | 2 | Graduate | Single | Unknown | Blue | 30 | 5 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.542 | 2258 | 59 | 0.788 | 0.000 | 11/5/2019 |
| 716511483 | Existing Customer | 46 | M | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 4752.0 | 1400 | 3352.0 | 0.646 | 3404 | 54 | 1.160 | 0.295 | 4/12/2022 |
| 708653958 | Attrited Customer | 38 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 6114.0 | 1461 | 4653.0 | 0.772 | 2608 | 36 | 0.385 | 0.239 | 6/12/2020 |
| 712161858 | Attrited Customer | 55 | F | 5 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.571 | 2244 | 54 | 0.929 | 0.000 | 6/24/2020 |
| 716761308 | Existing Customer | 37 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2286.0 | 0 | 2286.0 | 0.732 | 5199 | 83 | 0.844 | 0.000 | 6/21/2019 |
| 710547783 | Existing Customer | 57 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 3 | 4 | 2 | 4784.0 | 1629 | 3155.0 | 0.706 | 4912 | 82 | 0.783 | 0.341 | 2/27/2020 |
| 772118583 | Existing Customer | 43 | F | 1 | Uneducated | Married | Less than $40K | Blue | 32 | 6 | 2 | 2 | 2667.0 | 1590 | 1077.0 | 0.806 | 4596 | 85 | 0.574 | 0.596 | 5/1/2021 |
| 712154883 | Existing Customer | 54 | F | 2 | College | Married | Less than $40K | Blue | 48 | 3 | 2 | 2 | 2473.0 | 1745 | 728.0 | 0.769 | 4823 | 72 | 0.800 | 0.706 | 6/3/2019 |
| 793842558 | Existing Customer | 39 | F | 3 | Doctorate | Married | Less than $40K | Blue | 33 | 6 | 4 | 2 | 2001.0 | 1430 | 571.0 | 0.555 | 4509 | 69 | 0.683 | 0.715 | 3/11/2019 |
| 792695808 | Existing Customer | 41 | M | 4 | High School | Married | $120K + | Blue | 35 | 5 | 4 | 2 | 18232.0 | 1140 | 17092.0 | 0.657 | 4775 | 84 | 1.100 | 0.063 | 10/30/2019 |
| 798047583 | Existing Customer | 45 | F | 4 | Uneducated | Married | Unknown | Blue | 39 | 6 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.825 | 4596 | 71 | 0.732 | 0.000 | 8/11/2019 |
| 719453283 | Existing Customer | 45 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 2918.0 | 1597 | 1321.0 | 0.884 | 4454 | 76 | 0.900 | 0.547 | 10/19/2019 |
| 717637908 | Existing Customer | 36 | F | 2 | College | Unknown | Less than $40K | Blue | 23 | 4 | 3 | 3 | 1924.0 | 971 | 953.0 | 0.806 | 4951 | 96 | 0.600 | 0.505 | 2/18/2019 |
| 708303108 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 0 | 1770.0 | 1706 | 64.0 | 0.626 | 4940 | 94 | 0.774 | 0.964 | 10/24/2021 |
| 788876208 | Existing Customer | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 5 | 3 | 3 | 2265.0 | 0 | 2265.0 | 0.603 | 3826 | 71 | 0.543 | 0.000 | 11/28/2022 |
| 772069683 | Existing Customer | 59 | M | 0 | High School | Married | $60K - $80K | Blue | 48 | 3 | 1 | 3 | 3868.0 | 1384 | 2484.0 | 0.631 | 4716 | 79 | 0.549 | 0.358 | 4/29/2020 |
| 780143283 | Attrited Customer | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 4 | 3 | 3 | 2701.0 | 2498 | 203.0 | 0.637 | 2678 | 37 | 0.609 | 0.925 | 4/22/2021 |
| 805453908 | Existing Customer | 33 | M | 1 | High School | Divorced | $40K - $60K | Blue | 28 | 6 | 1 | 3 | 2507.0 | 1592 | 915.0 | 0.691 | 4355 | 79 | 0.837 | 0.635 | 2/6/2019 |
| 780897858 | Existing Customer | 38 | F | 2 | High School | Single | Less than $40K | Blue | 20 | 4 | 3 | 3 | 2420.0 | 676 | 1744.0 | 0.782 | 3770 | 76 | 0.810 | 0.279 | 9/4/2022 |
| 719881533 | Attrited Customer | 46 | M | 2 | College | Married | $40K - $60K | Silver | 34 | 5 | 3 | 4 | 16547.0 | 0 | 16547.0 | 0.242 | 1561 | 41 | 0.367 | 0.000 | 5/31/2019 |
| 717346833 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 2 | 2 | 1621.0 | 0 | 1621.0 | 0.603 | 3764 | 76 | 0.520 | 0.000 | 7/17/2019 |
| 718555308 | Existing Customer | 59 | M | 1 | Unknown | Single | $40K - $60K | Blue | 51 | 3 | 4 | 3 | 3808.0 | 713 | 3095.0 | 0.787 | 4845 | 88 | 0.630 | 0.187 | 3/2/2022 |
| 771783333 | Attrited Customer | 49 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 37 | 6 | 2 | 2 | 2173.0 | 0 | 2173.0 | 0.652 | 2379 | 57 | 0.781 | 0.000 | 7/17/2021 |
| 709208808 | Existing Customer | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2178.0 | 1731 | 447.0 | 0.683 | 4275 | 71 | 0.690 | 0.795 | 5/8/2022 |
| 818901708 | Existing Customer | 41 | F | 4 | College | Divorced | Unknown | Blue | 36 | 3 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.841 | 4539 | 90 | 0.765 | 0.000 | 11/21/2019 |
| 713247408 | Existing Customer | 51 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1750.0 | 813 | 937.0 | 0.760 | 4333 | 68 | 0.700 | 0.465 | 2/16/2019 |
| 715617333 | Existing Customer | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.610 | 4957 | 88 | 0.872 | 0.000 | 2/1/2020 |
| 714230808 | Existing Customer | 36 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 4 | 1 | 2466.0 | 1750 | 716.0 | 0.774 | 5005 | 76 | 0.767 | 0.710 | 4/5/2020 |
| 715866033 | Existing Customer | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2535.0 | 1352 | 1183.0 | 0.509 | 3840 | 72 | 0.565 | 0.533 | 1/14/2020 |
| 718065333 | Existing Customer | 39 | F | 4 | Graduate | Married | $40K - $60K | Blue | 29 | 4 | 4 | 3 | 2385.0 | 1971 | 414.0 | 0.613 | 3711 | 81 | 0.653 | 0.826 | 4/2/2021 |
| 710756133 | Existing Customer | 40 | F | 3 | Unknown | Married | Less than $40K | Blue | 31 | 5 | 6 | 1 | 1811.0 | 821 | 990.0 | 0.773 | 4290 | 73 | 0.780 | 0.453 | 4/6/2021 |
| 713873658 | Existing Customer | 45 | M | 4 | High School | Single | $120K + | Blue | 37 | 4 | 3 | 3 | 2701.0 | 1986 | 715.0 | 0.538 | 4767 | 76 | 0.854 | 0.735 | 5/25/2021 |
| 771499233 | Existing Customer | 46 | F | 4 | High School | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 5387.0 | 1133 | 4254.0 | 0.652 | 4374 | 76 | 0.490 | 0.210 | 4/29/2022 |
| 711274458 | Attrited Customer | 38 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.730 | 2478 | 45 | 0.552 | 0.000 | 12/18/2020 |
| 790108908 | Existing Customer | 44 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 37 | 5 | 1 | 1 | 34058.0 | 0 | 34058.0 | 0.552 | 4043 | 57 | 0.781 | 0.000 | 1/30/2022 |
| 797389758 | Existing Customer | 42 | F | 2 | Graduate | Married | $40K - $60K | Silver | 36 | 6 | 2 | 1 | 16290.0 | 0 | 16290.0 | 0.758 | 4232 | 79 | 0.795 | 0.000 | 10/11/2020 |
| 827100333 | Existing Customer | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 3 | 2 | 1438.3 | 726 | 712.3 | 0.657 | 5208 | 93 | 0.755 | 0.505 | 4/14/2021 |
| 711647808 | Existing Customer | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2069.0 | 1028 | 1041.0 | 0.648 | 4414 | 82 | 0.783 | 0.497 | 10/6/2021 |
| 714035283 | Attrited Customer | 56 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2802.0 | 2256 | 546.0 | 0.615 | 2371 | 46 | 0.353 | 0.805 | 6/14/2022 |
| 720553158 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 2 | 1 | 3390.0 | 2222 | 1168.0 | 0.768 | 5001 | 82 | 0.822 | 0.655 | 1/1/2021 |
| 717924933 | Existing Customer | 48 | F | 2 | Post-Graduate | Divorced | Unknown | Blue | 37 | 3 | 4 | 2 | 3745.0 | 1291 | 2454.0 | 0.631 | 4956 | 88 | 0.796 | 0.345 | 7/30/2021 |
| 802856508 | Existing Customer | 42 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 26690.0 | 0 | 26690.0 | 1.144 | 4363 | 76 | 1.054 | 0.000 | 6/30/2021 |
| 708376983 | Attrited Customer | 58 | F | 1 | Unknown | Single | Unknown | Blue | 50 | 5 | 2 | 2 | 8513.0 | 799 | 7714.0 | 0.451 | 2119 | 37 | 0.542 | 0.094 | 4/19/2019 |
| 712673283 | Existing Customer | 36 | F | 4 | Unknown | Single | Less than $40K | Blue | 26 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.827 | 4886 | 85 | 0.771 | 0.000 | 11/9/2020 |
| 711862533 | Attrited Customer | 55 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2258.0 | 2000 | 258.0 | 0.611 | 2500 | 42 | 0.680 | 0.886 | 7/2/2022 |
| 772407333 | Attrited Customer | 41 | F | 3 | Unknown | Married | Less than $40K | Blue | 30 | 5 | 3 | 3 | 1654.0 | 0 | 1654.0 | 0.329 | 1730 | 30 | 0.364 | 0.000 | 6/20/2021 |
| 778356408 | Existing Customer | 51 | F | 3 | College | Divorced | $40K - $60K | Blue | 31 | 6 | 2 | 2 | 2768.0 | 1329 | 1439.0 | 0.699 | 4275 | 78 | 0.814 | 0.480 | 5/13/2019 |
| 716791908 | Existing Customer | 43 | M | 1 | College | Married | $80K - $120K | Blue | 23 | 5 | 2 | 1 | 14566.0 | 1045 | 13521.0 | 0.417 | 4480 | 77 | 0.791 | 0.072 | 11/13/2021 |
| 757761033 | Existing Customer | 35 | F | 3 | Graduate | Single | $40K - $60K | Blue | 28 | 5 | 6 | 2 | 3250.0 | 1560 | 1690.0 | 0.634 | 4673 | 73 | 0.698 | 0.480 | 3/20/2020 |
| 758186433 | Existing Customer | 37 | F | 1 | Uneducated | Single | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2353.0 | 1095 | 1258.0 | 0.941 | 5038 | 84 | 0.750 | 0.465 | 3/24/2022 |
| 786546783 | Existing Customer | 59 | F | 0 | College | Married | $40K - $60K | Blue | 53 | 3 | 2 | 0 | 1438.3 | 0 | 1438.3 | 0.896 | 4457 | 79 | 0.927 | 0.000 | 4/1/2021 |
| 789634983 | Existing Customer | 59 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 5 | 1 | 2 | 4188.0 | 2200 | 1988.0 | 0.867 | 4911 | 86 | 0.720 | 0.525 | 10/10/2020 |
| 720654183 | Attrited Customer | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 2 | 3 | 3 | 23542.0 | 1307 | 22235.0 | 0.462 | 2152 | 46 | 0.438 | 0.056 | 12/16/2021 |
| 715880283 | Existing Customer | 57 | M | 1 | High School | Single | $120K + | Blue | 47 | 4 | 4 | 2 | 9272.0 | 982 | 8290.0 | 0.651 | 4649 | 89 | 0.816 | 0.106 | 4/14/2021 |
| 719990358 | Existing Customer | 36 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 1 | 1 | 1967.0 | 0 | 1967.0 | 0.730 | 4620 | 77 | 0.878 | 0.000 | 1/6/2022 |
| 779348358 | Attrited Customer | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 3 | 4 | 1717.0 | 0 | 1717.0 | 1.028 | 3004 | 46 | 0.586 | 0.000 | 5/30/2019 |
| 715130808 | Existing Customer | 45 | M | 3 | Graduate | Single | $60K - $80K | Silver | 34 | 5 | 1 | 1 | 34516.0 | 1664 | 32852.0 | 0.730 | 4912 | 80 | 0.739 | 0.048 | 6/30/2021 |
| 713818158 | Existing Customer | 50 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 41 | 5 | 4 | 2 | 5068.0 | 991 | 4077.0 | 0.736 | 5173 | 64 | 0.600 | 0.196 | 4/6/2021 |
| 709728183 | Existing Customer | 46 | F | 3 | College | Married | Less than $40K | Blue | 39 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.786 | 4370 | 79 | 0.795 | 0.000 | 5/12/2020 |
| 715797783 | Existing Customer | 55 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 47 | 3 | 2 | 3 | 2697.0 | 1863 | 834.0 | 0.735 | 4615 | 81 | 0.688 | 0.691 | 12/18/2021 |
| 710879283 | Existing Customer | 51 | M | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 4 | 3 | 1438.3 | 0 | 1438.3 | 0.623 | 4312 | 81 | 0.723 | 0.000 | 11/29/2021 |
| 827051808 | Attrited Customer | 44 | F | 0 | College | Married | Less than $40K | Blue | 40 | 5 | 4 | 2 | 7499.0 | 1083 | 6416.0 | 0.716 | 2478 | 45 | 0.667 | 0.144 | 3/25/2020 |
| 710484408 | Attrited Customer | 39 | M | 4 | Post-Graduate | Married | $120K + | Blue | 29 | 6 | 3 | 3 | 8700.0 | 1742 | 6958.0 | 0.454 | 2306 | 50 | 0.613 | 0.200 | 7/30/2022 |
| 817108083 | Attrited Customer | 55 | M | 3 | Unknown | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 14266.0 | 1341 | 12925.0 | 0.309 | 1625 | 34 | 0.360 | 0.094 | 9/26/2020 |
| 715995933 | Existing Customer | 46 | M | 0 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 1 | 2692.0 | 1631 | 1061.0 | 0.990 | 4619 | 83 | 0.694 | 0.606 | 9/10/2019 |
| 713567958 | Existing Customer | 54 | F | 3 | College | Single | Less than $40K | Blue | 36 | 4 | 4 | 2 | 2957.0 | 1408 | 1549.0 | 0.667 | 4280 | 82 | 0.783 | 0.476 | 9/14/2022 |
| 779118708 | Existing Customer | 50 | F | 2 | Unknown | Single | Less than $40K | Blue | 32 | 4 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.815 | 4598 | 78 | 0.902 | 0.000 | 12/12/2019 |
| 721484283 | Existing Customer | 51 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 3007.0 | 2517 | 490.0 | 0.733 | 4985 | 84 | 1.000 | 0.837 | 11/30/2021 |
| 708817608 | Existing Customer | 41 | F | 3 | High School | Married | Unknown | Blue | 24 | 3 | 1 | 1 | 3427.0 | 1419 | 2008.0 | 0.685 | 4218 | 74 | 0.805 | 0.414 | 8/15/2020 |
| 789231858 | Existing Customer | 59 | M | 1 | Unknown | Married | $60K - $80K | Blue | 48 | 5 | 3 | 3 | 1438.3 | 642 | 796.3 | 0.926 | 5177 | 79 | 0.646 | 0.446 | 2/9/2021 |
| 788661408 | Existing Customer | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 4 | 5 | 2 | 2990.0 | 890 | 2100.0 | 0.711 | 4757 | 79 | 0.837 | 0.298 | 6/26/2021 |
| 813449508 | Attrited Customer | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 56 | 6 | 2 | 3 | 9918.0 | 850 | 9068.0 | 0.688 | 2485 | 40 | 0.290 | 0.086 | 5/18/2020 |
| 789925833 | Existing Customer | 50 | F | 2 | High School | Married | Unknown | Blue | 41 | 3 | 1 | 1 | 8159.0 | 2277 | 5882.0 | 0.749 | 4402 | 64 | 0.684 | 0.279 | 9/17/2021 |
| 709296558 | Existing Customer | 53 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 18551.0 | 1434 | 17117.0 | 1.149 | 5364 | 90 | 0.765 | 0.077 | 7/14/2022 |
| 780180033 | Existing Customer | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 20 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.689 | 4397 | 86 | 0.755 | 0.000 | 4/27/2019 |
| 713474733 | Attrited Customer | 51 | M | 2 | Graduate | Single | $80K - $120K | Blue | 31 | 5 | 3 | 2 | 1438.3 | 327 | 1111.3 | 0.528 | 1783 | 40 | 0.481 | 0.227 | 8/18/2022 |
| 771527508 | Existing Customer | 60 | M | 2 | Graduate | Single | $60K - $80K | Blue | 48 | 3 | 4 | 1 | 10886.0 | 1145 | 9741.0 | 0.749 | 3488 | 66 | 0.535 | 0.105 | 10/12/2019 |
| 709614333 | Existing Customer | 59 | F | 0 | High School | Single | Unknown | Blue | 36 | 4 | 3 | 1 | 10457.0 | 2148 | 8309.0 | 0.737 | 4649 | 74 | 0.947 | 0.205 | 12/23/2019 |
| 767005683 | Existing Customer | 60 | M | 0 | Unknown | Single | $40K - $60K | Blue | 46 | 6 | 2 | 1 | 1781.0 | 1551 | 230.0 | 0.722 | 3527 | 66 | 0.610 | 0.871 | 6/10/2019 |
| 718686558 | Existing Customer | 50 | M | 2 | Unknown | Married | $120K + | Blue | 43 | 3 | 2 | 1 | 34516.0 | 1156 | 33360.0 | 0.633 | 3974 | 65 | 0.585 | 0.033 | 7/18/2021 |
| 715655283 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2363.0 | 1495 | 868.0 | 0.531 | 4420 | 65 | 0.711 | 0.633 | 8/24/2020 |
| 819631158 | Existing Customer | 54 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 49 | 3 | 3 | 2 | 2802.0 | 2219 | 583.0 | 0.796 | 5924 | 88 | 0.630 | 0.792 | 12/22/2020 |
| 710866758 | Existing Customer | 42 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 5 | 1 | 2 | 1640.0 | 888 | 752.0 | 0.715 | 4074 | 73 | 0.872 | 0.541 | 3/17/2022 |
| 790119408 | Attrited Customer | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 2 | 4960.0 | 0 | 4960.0 | 0.882 | 2430 | 48 | 0.548 | 0.000 | 11/27/2022 |
| 771332283 | Existing Customer | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 38 | 5 | 1 | 3 | 4601.0 | 2517 | 2084.0 | 0.775 | 5056 | 80 | 0.778 | 0.547 | 8/19/2021 |
| 771408483 | Existing Customer | 48 | M | 5 | Unknown | Unknown | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 4100.0 | 1956 | 2144.0 | 0.617 | 3584 | 61 | 0.743 | 0.477 | 2/2/2020 |
| 811912608 | Existing Customer | 52 | F | 3 | Graduate | Married | $40K - $60K | Blue | 47 | 3 | 2 | 0 | 2741.0 | 1639 | 1102.0 | 0.644 | 5077 | 87 | 0.740 | 0.598 | 3/25/2022 |
| 708684108 | Attrited Customer | 46 | F | 4 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 4152.0 | 1446 | 2706.0 | 0.826 | 2218 | 30 | 0.304 | 0.348 | 1/19/2021 |
| 768638208 | Existing Customer | 50 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 3 | 1 | 2 | 3386.0 | 2517 | 869.0 | 0.743 | 4890 | 65 | 0.667 | 0.743 | 6/3/2019 |
| 803115258 | Attrited Customer | 62 | M | 0 | College | Unknown | $40K - $60K | Blue | 56 | 2 | 6 | 2 | 3477.0 | 0 | 3477.0 | 0.436 | 2113 | 40 | 0.739 | 0.000 | 8/25/2022 |
| 708869283 | Existing Customer | 50 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 6 | 3 | 3 | 23209.0 | 1308 | 21901.0 | 0.498 | 3530 | 71 | 0.578 | 0.056 | 3/6/2022 |
| 720892833 | Existing Customer | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 5 | 3 | 2 | 12610.0 | 1123 | 11487.0 | 0.853 | 4199 | 67 | 0.595 | 0.089 | 11/1/2019 |
| 709762008 | Existing Customer | 48 | F | 4 | High School | Married | Less than $40K | Blue | 38 | 5 | 1 | 1 | 2090.0 | 793 | 1297.0 | 0.640 | 4619 | 78 | 0.733 | 0.379 | 7/12/2019 |
| 708600033 | Existing Customer | 46 | M | 2 | Graduate | Married | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 1610.0 | 0 | 1610.0 | 0.689 | 4958 | 87 | 0.776 | 0.000 | 7/23/2022 |
| 708736608 | Attrited Customer | 40 | M | 3 | Graduate | Married | $120K + | Blue | 27 | 5 | 3 | 2 | 2269.0 | 0 | 2269.0 | 0.572 | 2108 | 39 | 0.560 | 0.000 | 1/11/2022 |
| 713047608 | Attrited Customer | 40 | F | 2 | College | Unknown | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2387.0 | 2013 | 374.0 | 0.449 | 2134 | 41 | 0.952 | 0.843 | 2/23/2019 |
| 711717258 | Existing Customer | 54 | F | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 3 | 4 | 1 | 4036.0 | 1329 | 2707.0 | 0.738 | 5315 | 82 | 0.708 | 0.329 | 3/11/2021 |
| 711886383 | Attrited Customer | 54 | F | 5 | High School | Married | Unknown | Blue | 44 | 5 | 3 | 3 | 5342.0 | 605 | 4737.0 | 0.691 | 2426 | 46 | 0.394 | 0.113 | 10/16/2022 |
| 713058858 | Attrited Customer | 54 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 46 | 5 | 3 | 2 | 1695.0 | 913 | 782.0 | 0.449 | 2130 | 48 | 0.500 | 0.539 | 2/13/2021 |
| 713993208 | Existing Customer | 37 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 5 | 2 | 1438.3 | 0 | 1438.3 | 0.861 | 4314 | 82 | 0.864 | 0.000 | 2/7/2022 |
| 717855933 | Existing Customer | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 27 | 3 | 2 | 3 | 1776.0 | 1586 | 190.0 | 0.798 | 4350 | 71 | 0.868 | 0.893 | 4/30/2020 |
| 713436183 | Existing Customer | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 29 | 4 | 3 | 2 | 5640.0 | 0 | 5640.0 | 0.770 | 4739 | 80 | 0.860 | 0.000 | 6/13/2022 |
| 778360608 | Existing Customer | 42 | F | 1 | College | Divorced | Less than $40K | Blue | 22 | 5 | 3 | 2 | 2403.0 | 1105 | 1298.0 | 0.735 | 4186 | 77 | 0.711 | 0.460 | 10/6/2019 |
| 710914158 | Existing Customer | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3349.0 | 2517 | 832.0 | 0.786 | 4405 | 55 | 1.391 | 0.752 | 9/22/2019 |
| 714789033 | Attrited Customer | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 3 | 3 | 3 | 3173.0 | 2517 | 656.0 | 0.619 | 2763 | 51 | 0.821 | 0.793 | 4/28/2020 |
| 809811858 | Attrited Customer | 43 | M | 5 | High School | Unknown | $80K - $120K | Blue | 38 | 3 | 3 | 2 | 1504.0 | 0 | 1504.0 | 0.987 | 2530 | 43 | 0.344 | 0.000 | 8/23/2020 |
| 826709658 | Attrited Customer | 45 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 41 | 1 | 3 | 3 | 1477.0 | 0 | 1477.0 | 0.768 | 2214 | 43 | 0.654 | 0.000 | 7/25/2019 |
| 752648883 | Existing Customer | 49 | F | 2 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 1 | 2018.0 | 1366 | 652.0 | 0.964 | 4842 | 69 | 0.500 | 0.677 | 12/22/2019 |
| 715771608 | Existing Customer | 41 | M | 3 | Graduate | Married | $120K + | Silver | 36 | 3 | 3 | 2 | 34516.0 | 1453 | 33063.0 | 0.357 | 4147 | 76 | 0.949 | 0.042 | 3/26/2020 |
| 719061933 | Existing Customer | 44 | F | 4 | Graduate | Married | Unknown | Blue | 34 | 6 | 4 | 2 | 2105.0 | 0 | 2105.0 | 0.656 | 4190 | 67 | 0.914 | 0.000 | 12/4/2022 |
| 792345258 | Existing Customer | 46 | F | 2 | Uneducated | Divorced | Unknown | Blue | 40 | 5 | 2 | 3 | 20080.0 | 0 | 20080.0 | 0.560 | 4620 | 70 | 0.667 | 0.000 | 11/15/2020 |
| 711765708 | Existing Customer | 39 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 3 | 4 | 1 | 6690.0 | 1912 | 4778.0 | 0.609 | 3875 | 60 | 0.538 | 0.286 | 6/5/2019 |
| 783393633 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 37 | 6 | 4 | 3 | 1530.0 | 0 | 1530.0 | 0.635 | 4256 | 78 | 0.773 | 0.000 | 3/22/2021 |
| 779667408 | Existing Customer | 58 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 41 | 4 | 2 | 1 | 2915.0 | 1494 | 1421.0 | 0.861 | 4235 | 73 | 0.825 | 0.513 | 9/21/2020 |
| 805461783 | Existing Customer | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 42 | 3 | 4 | 0 | 1438.3 | 0 | 1438.3 | 0.635 | 4735 | 87 | 0.673 | 0.000 | 12/9/2021 |
| 719098308 | Attrited Customer | 56 | F | 2 | High School | Single | Less than $40K | Blue | 42 | 5 | 4 | 2 | 2423.0 | 268 | 2155.0 | 0.804 | 2516 | 59 | 0.639 | 0.111 | 12/14/2020 |
| 771433608 | Existing Customer | 54 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 42 | 5 | 2 | 2 | 11742.0 | 0 | 11742.0 | 0.621 | 4053 | 70 | 0.556 | 0.000 | 5/17/2019 |
| 825811158 | Existing Customer | 51 | F | 2 | High School | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 3069.0 | 2517 | 552.0 | 0.730 | 4512 | 83 | 0.766 | 0.820 | 7/19/2022 |
| 715252383 | Existing Customer | 58 | F | 2 | High School | Divorced | Unknown | Gold | 36 | 5 | 4 | 3 | 34516.0 | 1864 | 32652.0 | 0.664 | 3595 | 52 | 0.733 | 0.054 | 9/2/2021 |
| 809092458 | Existing Customer | 36 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 31 | 5 | 2 | 3 | 2517.0 | 1336 | 1181.0 | 0.755 | 5211 | 83 | 0.804 | 0.531 | 4/1/2019 |
| 713706258 | Existing Customer | 52 | F | 1 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 2 | 1 | 1438.3 | 773 | 665.3 | 1.138 | 4890 | 63 | 0.909 | 0.537 | 7/20/2021 |
| 714693708 | Existing Customer | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2216.0 | 1992 | 224.0 | 0.789 | 4103 | 77 | 0.711 | 0.899 | 12/2/2020 |
| 721072908 | Existing Customer | 51 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 3232.0 | 1346 | 1886.0 | 0.697 | 5102 | 69 | 0.643 | 0.416 | 6/7/2019 |
| 716675358 | Existing Customer | 54 | F | 1 | College | Single | Less than $40K | Blue | 41 | 5 | 2 | 2 | 3478.0 | 941 | 2537.0 | 0.711 | 4607 | 83 | 0.930 | 0.271 | 12/23/2021 |
| 708128733 | Existing Customer | 50 | F | 3 | Post-Graduate | Single | Unknown | Blue | 36 | 5 | 4 | 3 | 1814.0 | 0 | 1814.0 | 0.852 | 5014 | 99 | 0.623 | 0.000 | 10/23/2019 |
| 711392508 | Existing Customer | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.741 | 4513 | 75 | 0.744 | 0.000 | 2/25/2022 |
| 771420708 | Existing Customer | 42 | F | 4 | Unknown | Single | Less than $40K | Blue | 30 | 3 | 2 | 1 | 1446.0 | 621 | 825.0 | 0.826 | 4860 | 68 | 0.700 | 0.429 | 6/20/2021 |
| 721207908 | Existing Customer | 47 | F | 5 | High School | Single | Less than $40K | Blue | 37 | 5 | 2 | 3 | 1493.0 | 0 | 1493.0 | 0.605 | 4655 | 95 | 0.638 | 0.000 | 12/2/2022 |
| 715798608 | Existing Customer | 45 | F | 4 | Graduate | Married | $40K - $60K | Blue | 34 | 4 | 4 | 2 | 4244.0 | 1066 | 3178.0 | 0.606 | 4016 | 89 | 0.854 | 0.251 | 10/8/2020 |
| 716758008 | Existing Customer | 40 | M | 5 | High School | Single | $40K - $60K | Blue | 20 | 5 | 2 | 1 | 2984.0 | 1879 | 1105.0 | 0.675 | 4813 | 83 | 0.729 | 0.630 | 12/30/2019 |
| 714847983 | Existing Customer | 48 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 4 | 2 | 2713.0 | 2201 | 512.0 | 0.716 | 4220 | 79 | 0.612 | 0.811 | 10/28/2022 |
| 716975583 | Existing Customer | 42 | F | 2 | Unknown | Single | $40K - $60K | Blue | 34 | 4 | 4 | 3 | 2471.0 | 1658 | 813.0 | 0.682 | 4406 | 62 | 0.676 | 0.671 | 8/22/2022 |
| 804434058 | Existing Customer | 47 | M | 1 | College | Married | $60K - $80K | Silver | 42 | 6 | 4 | 2 | 27437.0 | 0 | 27437.0 | 0.872 | 4660 | 79 | 0.681 | 0.000 | 7/29/2019 |
| 714293358 | Existing Customer | 54 | F | 4 | College | Single | Less than $40K | Blue | 46 | 3 | 2 | 1 | 4166.0 | 989 | 3177.0 | 0.967 | 4584 | 70 | 1.258 | 0.237 | 12/18/2019 |
| 710989008 | Existing Customer | 38 | M | 1 | Graduate | Unknown | $40K - $60K | Blue | 27 | 5 | 6 | 0 | 13100.0 | 1436 | 11664.0 | 0.519 | 3201 | 78 | 0.500 | 0.110 | 8/18/2021 |
| 757194408 | Attrited Customer | 43 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.539 | 1707 | 38 | 1.111 | 0.000 | 6/21/2022 |
| 711459483 | Existing Customer | 43 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2242.0 | 0 | 2242.0 | 0.658 | 4845 | 66 | 0.941 | 0.000 | 3/30/2020 |
| 762020133 | Attrited Customer | 37 | F | 3 | High School | Married | Unknown | Blue | 30 | 3 | 3 | 3 | 9874.0 | 0 | 9874.0 | 0.491 | 2446 | 47 | 0.567 | 0.000 | 7/16/2019 |
| 719256483 | Existing Customer | 41 | F | 4 | High School | Single | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 4432.0 | 1335 | 3097.0 | 0.714 | 4144 | 79 | 0.756 | 0.301 | 12/22/2021 |
| 717211608 | Existing Customer | 45 | F | 3 | Unknown | Single | Less than $40K | Blue | 34 | 6 | 4 | 2 | 4975.0 | 1221 | 3754.0 | 0.602 | 4776 | 68 | 0.889 | 0.245 | 5/14/2021 |
| 717125958 | Existing Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Blue | 38 | 6 | 5 | 1 | 2652.0 | 1581 | 1071.0 | 0.738 | 4747 | 80 | 0.778 | 0.596 | 6/28/2020 |
| 779261433 | Existing Customer | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2043.0 | 1597 | 446.0 | 0.814 | 3553 | 61 | 0.694 | 0.782 | 9/5/2019 |
| 780720258 | Attrited Customer | 45 | M | 4 | High School | Divorced | Less than $40K | Blue | 34 | 4 | 2 | 3 | 3489.0 | 2517 | 972.0 | 0.721 | 2684 | 39 | 0.560 | 0.721 | 5/17/2021 |
| 715593783 | Existing Customer | 52 | M | 1 | Unknown | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 14858.0 | 1594 | 13264.0 | 0.510 | 4286 | 72 | 0.636 | 0.107 | 12/16/2021 |
| 770858283 | Existing Customer | 40 | F | 4 | High School | Married | $40K - $60K | Blue | 27 | 5 | 2 | 2 | 2822.0 | 2182 | 640.0 | 0.768 | 5371 | 93 | 0.824 | 0.773 | 8/30/2022 |
| 718570158 | Existing Customer | 54 | F | 4 | College | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2901.0 | 2517 | 384.0 | 0.608 | 4731 | 83 | 0.804 | 0.868 | 9/23/2022 |
| 711039633 | Existing Customer | 52 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1594.0 | 0 | 1594.0 | 0.472 | 4653 | 65 | 0.667 | 0.000 | 2/7/2020 |
| 714074808 | Existing Customer | 58 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 2241.0 | 1670 | 571.0 | 0.704 | 4653 | 75 | 0.630 | 0.745 | 4/21/2021 |
| 710439483 | Existing Customer | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 4 | 2 | 2581.0 | 1722 | 859.0 | 0.765 | 4431 | 79 | 0.717 | 0.667 | 11/6/2022 |
| 717516333 | Existing Customer | 40 | M | 2 | Graduate | Married | $120K + | Blue | 33 | 6 | 4 | 1 | 14713.0 | 905 | 13808.0 | 0.817 | 4125 | 82 | 0.822 | 0.062 | 8/6/2022 |
| 788835408 | Attrited Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2910.0 | 0 | 2910.0 | 0.789 | 2648 | 41 | 0.464 | 0.000 | 12/20/2021 |
| 716414958 | Existing Customer | 39 | F | 3 | High School | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 2366.0 | 1927 | 439.0 | 0.631 | 3659 | 66 | 0.833 | 0.814 | 5/16/2021 |
| 712327608 | Attrited Customer | 54 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2708.0 | 0 | 2708.0 | 0.673 | 2321 | 45 | 0.552 | 0.000 | 5/29/2021 |
| 796326483 | Existing Customer | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 4 | 3 | 1681.0 | 0 | 1681.0 | 0.994 | 5416 | 82 | 0.952 | 0.000 | 8/16/2019 |
| 714146208 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 32 | 6 | 1 | 1 | 2594.0 | 2159 | 435.0 | 0.792 | 3872 | 71 | 0.511 | 0.832 | 11/20/2022 |
| 779166783 | Existing Customer | 41 | F | 4 | Unknown | Single | $40K - $60K | Blue | 31 | 5 | 1 | 2 | 2128.0 | 1383 | 745.0 | 0.679 | 3968 | 81 | 0.761 | 0.650 | 4/1/2020 |
| 720818658 | Existing Customer | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.679 | 4594 | 86 | 0.720 | 0.000 | 9/11/2022 |
| 712982808 | Attrited Customer | 47 | M | 2 | Doctorate | Divorced | $80K - $120K | Blue | 32 | 1 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.454 | 2388 | 42 | 0.500 | 0.000 | 2/2/2020 |
| 718657083 | Existing Customer | 46 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 4696.0 | 0 | 4696.0 | 0.732 | 4828 | 62 | 1.583 | 0.000 | 5/31/2022 |
| 715222533 | Attrited Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2566.0 | 1079 | 1487.0 | 0.554 | 2340 | 36 | 0.500 | 0.420 | 5/28/2022 |
| 718187508 | Existing Customer | 53 | F | 2 | Unknown | Married | Unknown | Blue | 36 | 3 | 4 | 3 | 2592.0 | 1364 | 1228.0 | 0.679 | 4208 | 68 | 0.700 | 0.526 | 6/9/2022 |
| 802455633 | Existing Customer | 56 | F | 1 | Unknown | Single | Less than $40K | Blue | 50 | 4 | 4 | 1 | 1698.0 | 0 | 1698.0 | 0.847 | 4371 | 74 | 0.897 | 0.000 | 11/15/2022 |
| 714493983 | Existing Customer | 57 | F | 2 | Graduate | Married | $40K - $60K | Blue | 47 | 5 | 2 | 2 | 4682.0 | 1010 | 3672.0 | 0.638 | 4322 | 83 | 0.694 | 0.216 | 1/25/2022 |
| 780664758 | Existing Customer | 56 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 44 | 6 | 1 | 2 | 4439.0 | 1513 | 2926.0 | 0.752 | 4532 | 95 | 0.696 | 0.341 | 5/11/2019 |
| 718466883 | Existing Customer | 34 | F | 1 | Uneducated | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 2689.0 | 1618 | 1071.0 | 0.587 | 4237 | 79 | 0.681 | 0.602 | 10/11/2020 |
| 771338658 | Existing Customer | 46 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 6 | 3 | 1 | 11670.0 | 915 | 10755.0 | 0.892 | 4277 | 89 | 0.854 | 0.078 | 6/1/2020 |
| 709052883 | Existing Customer | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1596.0 | 0 | 1596.0 | 0.788 | 5678 | 81 | 0.800 | 0.000 | 7/29/2022 |
| 708373083 | Attrited Customer | 40 | F | 4 | Unknown | Married | $40K - $60K | Blue | 30 | 1 | 3 | 4 | 3356.0 | 2517 | 839.0 | 0.583 | 2032 | 39 | 0.147 | 0.750 | 1/23/2019 |
| 716157408 | Existing Customer | 53 | M | 0 | High School | Married | $60K - $80K | Blue | 46 | 4 | 4 | 2 | 1590.0 | 0 | 1590.0 | 0.556 | 4229 | 73 | 1.086 | 0.000 | 7/14/2021 |
| 713305233 | Existing Customer | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 5 | 5 | 2 | 4994.0 | 0 | 4994.0 | 0.717 | 4802 | 81 | 0.761 | 0.000 | 4/1/2022 |
| 713000058 | Existing Customer | 51 | F | 3 | Graduate | Married | $40K - $60K | Silver | 44 | 4 | 2 | 3 | 16406.0 | 0 | 16406.0 | 0.627 | 4075 | 75 | 0.630 | 0.000 | 5/16/2021 |
| 714909858 | Existing Customer | 52 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 2451.0 | 1733 | 718.0 | 0.724 | 5283 | 90 | 0.698 | 0.707 | 12/25/2020 |
| 804371733 | Existing Customer | 40 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 29 | 5 | 2 | 3 | 9109.0 | 1347 | 7762.0 | 0.695 | 3991 | 84 | 0.867 | 0.148 | 10/20/2021 |
| 772846383 | Existing Customer | 45 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 4 | 1 | 2632.0 | 1480 | 1152.0 | 0.588 | 4787 | 89 | 0.679 | 0.562 | 10/12/2020 |
| 712552608 | Attrited Customer | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.714 | 2658 | 43 | 0.654 | 0.000 | 5/13/2020 |
| 719887008 | Existing Customer | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 4 | 3 | 1757.0 | 1352 | 405.0 | 0.879 | 4121 | 81 | 0.421 | 0.769 | 1/31/2021 |
| 773342808 | Existing Customer | 46 | F | 1 | Unknown | Single | Less than $40K | Blue | 40 | 6 | 4 | 3 | 2711.0 | 1793 | 918.0 | 0.681 | 5084 | 79 | 0.717 | 0.661 | 9/18/2020 |
| 708375858 | Existing Customer | 47 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 4 | 2 | 2776.0 | 1341 | 1435.0 | 0.744 | 4318 | 68 | 0.943 | 0.483 | 11/19/2021 |
| 789417708 | Existing Customer | 44 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 35 | 3 | 2 | 1 | 1438.3 | 1091 | 347.3 | 0.702 | 4988 | 90 | 0.731 | 0.759 | 2/6/2022 |
| 794675058 | Attrited Customer | 36 | M | 3 | Graduate | Married | $80K - $120K | Blue | 21 | 5 | 3 | 2 | 5015.0 | 1963 | 3052.0 | 0.881 | 2491 | 43 | 0.870 | 0.391 | 9/12/2019 |
| 718034058 | Existing Customer | 40 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 8529.0 | 901 | 7628.0 | 0.764 | 4252 | 68 | 0.511 | 0.106 | 12/27/2021 |
| 778919583 | Existing Customer | 49 | F | 0 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 0 | 1604.0 | 1112 | 492.0 | 0.618 | 4253 | 68 | 0.744 | 0.693 | 6/3/2020 |
| 713850783 | Existing Customer | 56 | F | 1 | College | Married | Unknown | Blue | 36 | 6 | 2 | 2 | 4263.0 | 0 | 4263.0 | 0.640 | 4876 | 70 | 1.188 | 0.000 | 9/9/2021 |
| 814785108 | Existing Customer | 45 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 2 | 2493.0 | 1655 | 838.0 | 0.907 | 4473 | 76 | 0.900 | 0.664 | 1/26/2022 |
| 809616108 | Attrited Customer | 38 | F | 2 | High School | Single | Less than $40K | Blue | 33 | 3 | 3 | 3 | 1568.0 | 0 | 1568.0 | 0.611 | 2812 | 59 | 0.788 | 0.000 | 10/14/2021 |
| 809378133 | Existing Customer | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 6 | 1 | 2 | 1521.0 | 0 | 1521.0 | 0.791 | 4880 | 79 | 0.549 | 0.000 | 7/5/2022 |
| 779658408 | Existing Customer | 48 | M | 2 | Graduate | Single | $40K - $60K | Blue | 31 | 6 | 3 | 3 | 3261.0 | 1730 | 1531.0 | 0.682 | 4242 | 65 | 0.667 | 0.531 | 11/26/2021 |
| 717954333 | Existing Customer | 39 | F | 2 | Unknown | Single | Less than $40K | Blue | 25 | 4 | 2 | 1 | 1781.0 | 935 | 846.0 | 0.868 | 5093 | 77 | 0.974 | 0.525 | 1/16/2022 |
| 737052258 | Existing Customer | 62 | F | 1 | Unknown | Single | Less than $40K | Blue | 55 | 6 | 1 | 1 | 5284.0 | 2517 | 2767.0 | 0.674 | 4525 | 63 | 0.537 | 0.476 | 8/31/2020 |
| 708108333 | Attrited Customer | 47 | F | 3 | Graduate | Married | Unknown | Blue | 36 | 3 | 3 | 1 | 5590.0 | 0 | 5590.0 | 0.010 | 1507 | 32 | 0.000 | 0.000 | 7/7/2020 |
| 715047333 | Existing Customer | 57 | F | 1 | High School | Married | Unknown | Blue | 36 | 5 | 2 | 3 | 1734.0 | 980 | 754.0 | 0.639 | 4313 | 92 | 0.917 | 0.565 | 9/16/2021 |
| 714390858 | Existing Customer | 48 | F | 5 | Unknown | Single | Unknown | Blue | 36 | 4 | 2 | 3 | 7645.0 | 931 | 6714.0 | 0.894 | 5016 | 73 | 0.622 | 0.122 | 2/22/2019 |
| 717107808 | Existing Customer | 48 | F | 1 | Uneducated | Unknown | $40K - $60K | Blue | 39 | 6 | 4 | 2 | 1438.3 | 1218 | 220.3 | 0.752 | 4600 | 76 | 0.617 | 0.847 | 10/14/2020 |
| 713564208 | Existing Customer | 34 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 23 | 4 | 1 | 1 | 2207.0 | 1527 | 680.0 | 0.861 | 4159 | 64 | 1.133 | 0.692 | 5/24/2020 |
| 720357483 | Existing Customer | 46 | F | 1 | College | Married | Less than $40K | Blue | 23 | 5 | 2 | 1 | 1723.0 | 1010 | 713.0 | 0.704 | 4112 | 82 | 0.864 | 0.586 | 3/23/2022 |
| 803339583 | Existing Customer | 49 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 44 | 4 | 4 | 2 | 1644.0 | 0 | 1644.0 | 1.033 | 4898 | 82 | 0.783 | 0.000 | 12/28/2021 |
| 708972783 | Attrited Customer | 48 | F | 4 | College | Married | Less than $40K | Blue | 37 | 3 | 2 | 3 | 1745.0 | 0 | 1745.0 | 0.657 | 2297 | 44 | 0.630 | 0.000 | 7/22/2022 |
| 710157108 | Existing Customer | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 3376.0 | 1661 | 1715.0 | 0.618 | 4629 | 75 | 0.923 | 0.492 | 7/23/2019 |
| 721483158 | Existing Customer | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 4 | 3 | 3 | 7298.0 | 0 | 7298.0 | 0.589 | 4512 | 72 | 0.756 | 0.000 | 8/25/2021 |
| 767553333 | Attrited Customer | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 39 | 1 | 3 | 3 | 8383.0 | 0 | 8383.0 | 0.809 | 2600 | 44 | 0.517 | 0.000 | 2/11/2021 |
| 710436108 | Existing Customer | 41 | M | 4 | High School | Unknown | $40K - $60K | Blue | 29 | 5 | 4 | 2 | 3600.0 | 746 | 2854.0 | 0.824 | 4184 | 61 | 0.694 | 0.207 | 2/15/2020 |
| 779870883 | Existing Customer | 45 | F | 4 | High School | Single | $40K - $60K | Blue | 29 | 3 | 2 | 1 | 4595.0 | 1781 | 2814.0 | 0.708 | 3746 | 68 | 0.545 | 0.388 | 9/11/2022 |
| 817188408 | Existing Customer | 57 | M | 0 | Uneducated | Divorced | $80K - $120K | Blue | 39 | 4 | 4 | 3 | 2795.0 | 1832 | 963.0 | 0.839 | 4679 | 67 | 0.861 | 0.655 | 6/14/2022 |
| 719723658 | Existing Customer | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 39 | 6 | 1 | 3 | 1768.0 | 0 | 1768.0 | 0.788 | 4628 | 90 | 0.837 | 0.000 | 7/14/2020 |
| 806189658 | Existing Customer | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1780.0 | 893 | 887.0 | 0.609 | 4630 | 73 | 0.587 | 0.502 | 1/9/2022 |
| 789070233 | Existing Customer | 51 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 39 | 5 | 4 | 3 | 2987.0 | 1764 | 1223.0 | 0.686 | 4339 | 72 | 0.600 | 0.591 | 8/30/2020 |
| 712013808 | Existing Customer | 44 | F | 4 | Uneducated | Single | Unknown | Blue | 24 | 6 | 3 | 2 | 2717.0 | 1720 | 997.0 | 0.869 | 4196 | 71 | 0.614 | 0.633 | 9/15/2022 |
| 708602283 | Existing Customer | 40 | F | 4 | Uneducated | Married | Unknown | Blue | 36 | 3 | 3 | 1 | 2887.0 | 0 | 2887.0 | 0.581 | 3941 | 82 | 1.158 | 0.000 | 4/1/2022 |
| 809452383 | Existing Customer | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 6 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.707 | 4733 | 89 | 0.816 | 0.000 | 1/4/2020 |
| 714413283 | Existing Customer | 46 | M | 3 | Unknown | Married | $80K - $120K | Blue | 40 | 6 | 1 | 1 | 10879.0 | 860 | 10019.0 | 0.974 | 4629 | 69 | 0.725 | 0.079 | 6/25/2022 |
| 712407783 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 3 | 1809.0 | 1181 | 628.0 | 0.656 | 4452 | 83 | 0.596 | 0.653 | 11/10/2021 |
| 720062508 | Attrited Customer | 38 | F | 2 | Unknown | Married | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1628.0 | 0 | 1628.0 | 0.876 | 2527 | 41 | 0.640 | 0.000 | 3/19/2019 |
| 717878883 | Existing Customer | 45 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 3 | 4 | 0 | 1438.3 | 0 | 1438.3 | 0.678 | 4463 | 71 | 0.821 | 0.000 | 8/5/2021 |
| 714013983 | Attrited Customer | 37 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1586.0 | 0 | 1586.0 | 0.497 | 2109 | 41 | 0.414 | 0.000 | 4/7/2021 |
| 753208833 | Existing Customer | 43 | F | 5 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2311.0 | 1320 | 991.0 | 0.658 | 3967 | 71 | 0.690 | 0.571 | 9/27/2019 |
| 721241583 | Existing Customer | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 3 | 2 | 2109.0 | 1205 | 904.0 | 0.514 | 2935 | 60 | 0.935 | 0.571 | 11/16/2021 |
| 713695158 | Existing Customer | 51 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 40 | 5 | 4 | 3 | 1562.0 | 1057 | 505.0 | 0.807 | 5019 | 78 | 0.696 | 0.677 | 8/25/2021 |
| 711540108 | Attrited Customer | 44 | F | 4 | Doctorate | Unknown | Unknown | Blue | 33 | 5 | 3 | 6 | 1438.3 | 0 | 1438.3 | 0.676 | 2316 | 48 | 0.500 | 0.000 | 8/27/2022 |
| 823878408 | Existing Customer | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 6 | 2 | 1 | 2981.0 | 757 | 2224.0 | 0.764 | 4824 | 76 | 0.810 | 0.254 | 4/20/2020 |
| 779533983 | Existing Customer | 47 | M | 2 | College | Divorced | $80K - $120K | Blue | 31 | 3 | 1 | 3 | 5295.0 | 723 | 4572.0 | 0.793 | 4412 | 90 | 0.579 | 0.137 | 1/5/2019 |
| 713583408 | Attrited Customer | 51 | F | 4 | Graduate | Single | $40K - $60K | Blue | 37 | 2 | 3 | 2 | 4708.0 | 920 | 3788.0 | 0.544 | 2179 | 50 | 1.273 | 0.195 | 3/9/2022 |
| 714037308 | Existing Customer | 54 | M | 2 | High School | Married | $60K - $80K | Blue | 50 | 3 | 1 | 3 | 2210.0 | 1002 | 1208.0 | 0.938 | 4798 | 86 | 0.654 | 0.453 | 6/6/2022 |
| 715581633 | Existing Customer | 53 | F | 3 | Unknown | Married | $40K - $60K | Blue | 45 | 4 | 3 | 1 | 1972.0 | 0 | 1972.0 | 0.761 | 5085 | 73 | 0.587 | 0.000 | 7/15/2022 |
| 795684783 | Existing Customer | 48 | M | 4 | High School | Single | $60K - $80K | Blue | 42 | 5 | 4 | 2 | 2384.0 | 1596 | 788.0 | 0.831 | 3149 | 59 | 0.903 | 0.669 | 12/19/2022 |
| 718645308 | Existing Customer | 35 | M | 4 | College | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2311.0 | 1222 | 1089.0 | 0.674 | 4730 | 89 | 0.745 | 0.529 | 4/25/2022 |
| 717870108 | Existing Customer | 46 | F | 4 | Unknown | Unknown | $40K - $60K | Blue | 37 | 6 | 4 | 2 | 1912.0 | 1172 | 740.0 | 0.827 | 4841 | 81 | 0.884 | 0.613 | 3/9/2020 |
| 815515158 | Existing Customer | 49 | F | 2 | Unknown | Single | $40K - $60K | Blue | 44 | 6 | 1 | 3 | 2147.0 | 1402 | 745.0 | 0.612 | 4240 | 69 | 0.683 | 0.653 | 8/14/2019 |
| 713957283 | Attrited Customer | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 23 | 3 | 2 | 3 | 3214.0 | 0 | 3214.0 | 0.435 | 2119 | 44 | 0.517 | 0.000 | 10/27/2019 |
| 715058433 | Existing Customer | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3006.0 | 879 | 2127.0 | 0.759 | 5125 | 87 | 0.740 | 0.292 | 6/25/2020 |
| 794771208 | Existing Customer | 52 | M | 3 | Unknown | Single | $80K - $120K | Blue | 46 | 5 | 1 | 2 | 2735.0 | 1942 | 793.0 | 0.582 | 3724 | 66 | 0.692 | 0.710 | 3/21/2019 |
| 720180633 | Existing Customer | 50 | M | 2 | College | Married | $120K + | Blue | 36 | 3 | 2 | 3 | 3390.0 | 2385 | 1005.0 | 0.656 | 4128 | 73 | 0.698 | 0.704 | 9/22/2021 |
| 815539233 | Attrited Customer | 54 | M | 4 | High School | Single | $80K - $120K | Silver | 49 | 1 | 3 | 4 | 34516.0 | 214 | 34302.0 | 0.000 | 1201 | 22 | 0.000 | 0.006 | 1/27/2021 |
| 778933983 | Existing Customer | 55 | F | 0 | Uneducated | Unknown | Unknown | Blue | 39 | 4 | 3 | 3 | 11249.0 | 2012 | 9237.0 | 0.659 | 3882 | 55 | 0.964 | 0.179 | 10/30/2022 |
| 717960033 | Existing Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 3 | 1 | 2484.0 | 1495 | 989.0 | 0.922 | 4084 | 86 | 0.536 | 0.602 | 9/15/2019 |
| 825368658 | Existing Customer | 40 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 5 | 5 | 3 | 2932.0 | 1664 | 1268.0 | 0.612 | 4795 | 82 | 0.708 | 0.568 | 12/24/2022 |
| 721154208 | Existing Customer | 60 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 2882.0 | 2081 | 801.0 | 0.644 | 4933 | 103 | 0.661 | 0.722 | 1/27/2019 |
| 718572408 | Existing Customer | 45 | F | 5 | Post-Graduate | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2658.0 | 694 | 1964.0 | 0.722 | 4774 | 92 | 0.769 | 0.261 | 1/15/2021 |
| 749571633 | Existing Customer | 44 | F | 2 | College | Unknown | Unknown | Blue | 37 | 4 | 3 | 3 | 5589.0 | 1336 | 4253.0 | 0.944 | 4262 | 75 | 1.027 | 0.239 | 4/24/2019 |
| 713914683 | Existing Customer | 44 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 4 | 2 | 1484.0 | 885 | 599.0 | 0.951 | 4819 | 74 | 0.805 | 0.596 | 12/6/2021 |
| 713301633 | Existing Customer | 57 | F | 3 | Doctorate | Single | Unknown | Blue | 36 | 5 | 1 | 1 | 1678.0 | 1162 | 516.0 | 0.722 | 4402 | 87 | 0.851 | 0.692 | 1/1/2021 |
| 711399408 | Attrited Customer | 34 | F | 2 | Graduate | Divorced | Unknown | Blue | 25 | 2 | 3 | 4 | 12373.0 | 0 | 12373.0 | 0.710 | 2462 | 40 | 0.429 | 0.000 | 3/18/2020 |
| 711494208 | Existing Customer | 52 | M | 2 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2846.0 | 1606 | 1240.0 | 0.697 | 5092 | 86 | 0.792 | 0.564 | 2/21/2021 |
| 711716133 | Attrited Customer | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 6 | 3 | 1 | 1585.0 | 1381 | 204.0 | 0.706 | 2360 | 40 | 0.379 | 0.871 | 1/13/2021 |
| 713906508 | Existing Customer | 42 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2837.0 | 834 | 2003.0 | 0.427 | 3892 | 69 | 0.408 | 0.294 | 8/7/2022 |
| 708768258 | Existing Customer | 51 | F | 4 | Doctorate | Married | Less than $40K | Blue | 43 | 6 | 1 | 2 | 2066.0 | 1077 | 989.0 | 0.715 | 4678 | 91 | 0.655 | 0.521 | 1/18/2022 |
| 719538183 | Existing Customer | 47 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 20789.0 | 0 | 20789.0 | 0.820 | 4105 | 67 | 0.718 | 0.000 | 1/30/2019 |
| 718957083 | Existing Customer | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1449.0 | 0 | 1449.0 | 0.785 | 4797 | 88 | 0.913 | 0.000 | 7/16/2022 |
| 720872433 | Attrited Customer | 39 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 28 | 5 | 3 | 6 | 3911.0 | 0 | 3911.0 | 0.897 | 2867 | 42 | 0.556 | 0.000 | 3/25/2020 |
| 779403558 | Existing Customer | 56 | F | 0 | Unknown | Married | Less than $40K | Blue | 45 | 5 | 1 | 1 | 1737.0 | 0 | 1737.0 | 0.653 | 4611 | 73 | 0.973 | 0.000 | 8/24/2022 |
| 788994783 | Existing Customer | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 4 | 3 | 1815.0 | 557 | 1258.0 | 0.672 | 4519 | 76 | 0.854 | 0.307 | 8/28/2019 |
| 715530258 | Attrited Customer | 46 | F | 2 | Post-Graduate | Single | Unknown | Blue | 37 | 1 | 3 | 3 | 4848.0 | 2517 | 2331.0 | 0.651 | 2353 | 53 | 0.828 | 0.519 | 10/26/2019 |
| 803380383 | Existing Customer | 46 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1592.0 | 925 | 667.0 | 0.804 | 4615 | 90 | 0.667 | 0.581 | 9/22/2019 |
| 716766033 | Existing Customer | 40 | F | 4 | Unknown | Single | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1768.0 | 1242 | 526.0 | 0.776 | 4439 | 65 | 0.806 | 0.702 | 7/22/2021 |
| 757300008 | Existing Customer | 44 | F | 2 | Graduate | Single | Unknown | Blue | 37 | 4 | 3 | 3 | 8128.0 | 2344 | 5784.0 | 0.788 | 4251 | 80 | 1.051 | 0.288 | 10/26/2021 |
| 810986883 | Existing Customer | 45 | F | 0 | High School | Single | Unknown | Blue | 40 | 5 | 4 | 0 | 2557.0 | 1898 | 659.0 | 0.772 | 4808 | 83 | 0.694 | 0.742 | 3/31/2019 |
| 819200133 | Existing Customer | 44 | M | 3 | Graduate | Unknown | $60K - $80K | Blue | 39 | 5 | 4 | 3 | 2991.0 | 642 | 2349.0 | 0.760 | 4646 | 62 | 0.550 | 0.215 | 3/9/2022 |
| 710410158 | Attrited Customer | 49 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 38 | 3 | 4 | 3 | 34516.0 | 0 | 34516.0 | 0.482 | 1592 | 35 | 0.346 | 0.000 | 12/21/2021 |
| 714488433 | Existing Customer | 45 | M | 2 | Unknown | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 19099.0 | 2517 | 16582.0 | 0.628 | 4837 | 77 | 0.750 | 0.132 | 9/9/2019 |
| 714267858 | Existing Customer | 44 | F | 2 | High School | Single | Unknown | Blue | 37 | 6 | 2 | 1 | 4559.0 | 1680 | 2879.0 | 0.628 | 4934 | 76 | 0.949 | 0.369 | 11/30/2022 |
| 827062158 | Existing Customer | 58 | M | 2 | High School | Single | $80K - $120K | Blue | 54 | 6 | 3 | 2 | 22981.0 | 1696 | 21285.0 | 0.466 | 4192 | 66 | 0.571 | 0.074 | 3/18/2021 |
| 710669733 | Existing Customer | 38 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2358.0 | 1965 | 393.0 | 0.614 | 4922 | 80 | 0.600 | 0.833 | 3/23/2020 |
| 716498883 | Existing Customer | 48 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 4 | 1 | 22067.0 | 685 | 21382.0 | 0.605 | 3577 | 64 | 0.882 | 0.031 | 7/3/2021 |
| 780529908 | Existing Customer | 43 | F | 3 | College | Single | Less than $40K | Blue | 30 | 3 | 3 | 2 | 2023.0 | 1331 | 692.0 | 0.624 | 5098 | 79 | 0.681 | 0.658 | 10/20/2019 |
| 714028083 | Existing Customer | 36 | F | 1 | Unknown | Single | Unknown | Blue | 31 | 6 | 1 | 2 | 2222.0 | 0 | 2222.0 | 0.769 | 4095 | 65 | 0.912 | 0.000 | 1/3/2020 |
| 714572208 | Existing Customer | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 1438.3 | 788 | 650.3 | 0.741 | 4297 | 65 | 0.585 | 0.548 | 3/13/2020 |
| 708976908 | Attrited Customer | 40 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 4 | 4 | 3 | 8958.0 | 0 | 8958.0 | 0.483 | 2131 | 43 | 0.387 | 0.000 | 11/16/2020 |
| 721409358 | Existing Customer | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 21 | 3 | 2 | 1 | 1937.0 | 733 | 1204.0 | 0.826 | 4547 | 73 | 0.973 | 0.378 | 7/11/2022 |
| 809311758 | Existing Customer | 40 | M | 3 | Unknown | Single | $60K - $80K | Silver | 35 | 6 | 3 | 2 | 25219.0 | 1503 | 23716.0 | 0.944 | 4429 | 87 | 0.642 | 0.060 | 12/28/2021 |
| 712602708 | Attrited Customer | 36 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 1815.0 | 0 | 1815.0 | 0.478 | 2039 | 34 | 0.360 | 0.000 | 3/4/2019 |
| 789087858 | Existing Customer | 60 | F | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 4 | 2 | 1 | 3361.0 | 2473 | 888.0 | 0.895 | 4589 | 69 | 1.029 | 0.736 | 11/9/2020 |
| 711264033 | Existing Customer | 47 | M | 3 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 4786.0 | 1516 | 3270.0 | 0.940 | 4973 | 74 | 0.850 | 0.317 | 11/12/2020 |
| 770180808 | Existing Customer | 37 | F | 4 | Graduate | Single | Unknown | Blue | 31 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.919 | 5001 | 91 | 0.625 | 0.000 | 3/9/2020 |
| 789271533 | Existing Customer | 51 | F | 1 | Doctorate | Single | Less than $40K | Blue | 40 | 5 | 3 | 2 | 1438.3 | 908 | 530.3 | 0.615 | 4653 | 74 | 0.897 | 0.631 | 9/22/2021 |
| 720152058 | Existing Customer | 42 | F | 1 | Doctorate | Single | Less than $40K | Blue | 35 | 5 | 1 | 3 | 2725.0 | 2444 | 281.0 | 0.959 | 4965 | 85 | 0.809 | 0.897 | 12/27/2019 |
| 826490133 | Existing Customer | 42 | F | 4 | Uneducated | Divorced | Unknown | Blue | 38 | 6 | 3 | 2 | 10039.0 | 1600 | 8439.0 | 0.700 | 4685 | 76 | 0.900 | 0.159 | 7/12/2020 |
| 717966933 | Existing Customer | 45 | F | 5 | Uneducated | Married | Unknown | Blue | 37 | 3 | 1 | 1 | 2467.0 | 1446 | 1021.0 | 0.730 | 5024 | 81 | 0.620 | 0.586 | 3/25/2020 |
| 808669083 | Existing Customer | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.775 | 5015 | 68 | 0.789 | 0.000 | 3/16/2022 |
| 771422883 | Attrited Customer | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 4 | 2 | 1759.0 | 186 | 1573.0 | 0.756 | 2705 | 35 | 0.522 | 0.106 | 2/21/2019 |
| 717570258 | Existing Customer | 46 | M | 5 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 2 | 2 | 2206.0 | 1722 | 484.0 | 0.973 | 4455 | 67 | 0.763 | 0.781 | 9/10/2019 |
| 708703308 | Attrited Customer | 35 | F | 1 | Unknown | Married | $40K - $60K | Blue | 26 | 6 | 4 | 4 | 2045.0 | 1707 | 338.0 | 0.577 | 2183 | 39 | 0.696 | 0.835 | 8/26/2021 |
| 789508758 | Existing Customer | 54 | F | 2 | Unknown | Single | Less than $40K | Blue | 46 | 3 | 2 | 3 | 4170.0 | 641 | 3529.0 | 0.815 | 3669 | 67 | 0.595 | 0.154 | 6/10/2020 |
| 780653208 | Existing Customer | 47 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 4 | 2 | 3300.0 | 2517 | 783.0 | 0.940 | 3784 | 55 | 1.115 | 0.763 | 2/13/2019 |
| 709077933 | Existing Customer | 26 | F | 0 | High School | Married | Less than $40K | Blue | 18 | 5 | 3 | 2 | 5422.0 | 682 | 4740.0 | 0.892 | 4460 | 62 | 0.676 | 0.126 | 11/7/2020 |
| 715200783 | Existing Customer | 56 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 6 | 2 | 3 | 2015.0 | 807 | 1208.0 | 0.831 | 5209 | 76 | 0.767 | 0.400 | 12/13/2021 |
| 710526633 | Existing Customer | 47 | M | 2 | Unknown | Single | $60K - $80K | Blue | 34 | 3 | 3 | 2 | 2048.0 | 1599 | 449.0 | 0.613 | 4855 | 88 | 0.872 | 0.781 | 10/10/2019 |
| 714186108 | Existing Customer | 37 | F | 2 | Unknown | Single | Less than $40K | Blue | 19 | 6 | 5 | 2 | 2152.0 | 1682 | 470.0 | 1.051 | 4126 | 71 | 0.972 | 0.782 | 11/15/2020 |
| 820047858 | Attrited Customer | 44 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 39 | 1 | 4 | 2 | 3017.0 | 1868 | 1149.0 | 0.722 | 2096 | 50 | 0.471 | 0.619 | 6/4/2019 |
| 708894183 | Existing Customer | 53 | M | 3 | College | Single | $120K + | Silver | 44 | 4 | 4 | 2 | 34516.0 | 1073 | 33443.0 | 0.558 | 4485 | 86 | 0.755 | 0.031 | 5/15/2019 |
| 708186933 | Attrited Customer | 33 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 1819.0 | 725 | 1094.0 | 0.737 | 2254 | 45 | 0.406 | 0.399 | 7/25/2020 |
| 778937583 | Existing Customer | 46 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 1 | 1 | 2228.0 | 1449 | 779.0 | 0.610 | 4382 | 83 | 0.694 | 0.650 | 10/22/2019 |
| 708498033 | Attrited Customer | 44 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 4 | 6 | 2279.0 | 1837 | 442.0 | 0.853 | 2789 | 52 | 0.677 | 0.806 | 8/24/2020 |
| 815315058 | Attrited Customer | 48 | F | 4 | High School | Married | $40K - $60K | Blue | 43 | 4 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.722 | 2520 | 45 | 0.452 | 0.000 | 4/7/2021 |
| 751607058 | Existing Customer | 45 | M | 2 | Doctorate | Married | $120K + | Blue | 38 | 4 | 3 | 3 | 1686.0 | 0 | 1686.0 | 0.812 | 4413 | 77 | 0.750 | 0.000 | 7/25/2019 |
| 718194858 | Existing Customer | 48 | F | 5 | Graduate | Single | Unknown | Blue | 35 | 5 | 2 | 3 | 1942.0 | 1488 | 454.0 | 0.816 | 4940 | 88 | 0.796 | 0.766 | 1/8/2020 |
| 827123883 | Existing Customer | 53 | M | 4 | High School | Single | $60K - $80K | Blue | 49 | 5 | 1 | 2 | 3858.0 | 0 | 3858.0 | 0.670 | 4472 | 92 | 0.614 | 0.000 | 2/18/2021 |
| 711473058 | Existing Customer | 44 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 32 | 6 | 3 | 2 | 11651.0 | 1368 | 10283.0 | 0.563 | 3870 | 64 | 0.561 | 0.117 | 10/14/2020 |
| 715197633 | Existing Customer | 43 | M | 3 | Uneducated | Unknown | $40K - $60K | Blue | 38 | 5 | 4 | 2 | 9449.0 | 1914 | 7535.0 | 0.870 | 4658 | 93 | 0.722 | 0.203 | 10/17/2021 |
| 713512308 | Attrited Customer | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 41 | 2 | 3 | 1 | 3423.0 | 0 | 3423.0 | 0.505 | 2229 | 45 | 0.406 | 0.000 | 2/20/2020 |
| 790023408 | Existing Customer | 47 | F | 3 | Unknown | Single | Less than $40K | Blue | 39 | 6 | 2 | 1 | 2915.0 | 2422 | 493.0 | 0.576 | 4037 | 83 | 0.766 | 0.831 | 11/16/2022 |
| 720403008 | Existing Customer | 50 | F | 3 | Uneducated | Married | Unknown | Blue | 38 | 4 | 4 | 1 | 11486.0 | 0 | 11486.0 | 0.383 | 4918 | 79 | 0.549 | 0.000 | 10/14/2022 |
| 709581483 | Attrited Customer | 40 | F | 4 | Doctorate | Married | Less than $40K | Blue | 21 | 1 | 2 | 1 | 2984.0 | 2517 | 467.0 | 0.574 | 2373 | 53 | 0.359 | 0.843 | 12/15/2022 |
| 711201108 | Attrited Customer | 37 | F | 3 | High School | Single | Less than $40K | Blue | 29 | 3 | 3 | 3 | 1653.0 | 0 | 1653.0 | 0.517 | 2284 | 35 | 0.296 | 0.000 | 10/14/2020 |
| 708784083 | Existing Customer | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2723.0 | 1588 | 1135.0 | 0.852 | 4307 | 83 | 0.844 | 0.583 | 12/5/2019 |
| 712838358 | Existing Customer | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.553 | 4702 | 84 | 0.714 | 0.000 | 5/6/2020 |
| 714887808 | Attrited Customer | 43 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1818.0 | 0 | 1818.0 | 0.758 | 2279 | 50 | 0.724 | 0.000 | 12/15/2021 |
| 716581983 | Existing Customer | 56 | F | 0 | College | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 4384.0 | 929 | 3455.0 | 0.678 | 4792 | 91 | 0.750 | 0.212 | 1/14/2022 |
| 716930133 | Existing Customer | 43 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1824.0 | 0 | 1824.0 | 0.797 | 4594 | 86 | 0.654 | 0.000 | 10/11/2019 |
| 808981608 | Existing Customer | 50 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 4 | 1 | 0 | 5452.0 | 540 | 4912.0 | 0.539 | 4220 | 66 | 0.737 | 0.099 | 8/9/2022 |
| 709714008 | Attrited Customer | 50 | F | 1 | Unknown | Single | Unknown | Blue | 39 | 6 | 3 | 3 | 9248.0 | 0 | 9248.0 | 0.613 | 2325 | 45 | 0.552 | 0.000 | 6/13/2022 |
| 811942983 | Existing Customer | 55 | M | 2 | High School | Married | $120K + | Blue | 50 | 3 | 2 | 3 | 17627.0 | 1756 | 15871.0 | 0.757 | 4836 | 74 | 0.721 | 0.100 | 1/21/2022 |
| 715565058 | Existing Customer | 27 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 16 | 3 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.469 | 4479 | 70 | 0.628 | 0.000 | 6/28/2022 |
| 714519408 | Attrited Customer | 44 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5357.0 | 2139 | 3218.0 | 0.499 | 1979 | 48 | 0.655 | 0.399 | 12/9/2019 |
| 719153433 | Existing Customer | 49 | F | 4 | Uneducated | Married | Unknown | Blue | 38 | 4 | 2 | 1 | 2542.0 | 850 | 1692.0 | 0.723 | 4972 | 79 | 0.717 | 0.334 | 8/5/2020 |
| 809127858 | Existing Customer | 51 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 4 | 1 | 3 | 2275.0 | 1219 | 1056.0 | 0.639 | 4807 | 72 | 0.600 | 0.536 | 6/3/2019 |
| 712740108 | Attrited Customer | 43 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 33 | 6 | 3 | 1 | 1706.0 | 0 | 1706.0 | 0.601 | 2371 | 45 | 0.500 | 0.000 | 10/20/2021 |
| 720251358 | Attrited Customer | 54 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 1 | 3591.0 | 2517 | 1074.0 | 0.665 | 2313 | 43 | 0.536 | 0.701 | 6/29/2019 |
| 713935533 | Existing Customer | 44 | M | 3 | Graduate | Single | $40K - $60K | Silver | 29 | 5 | 1 | 3 | 19360.0 | 870 | 18490.0 | 0.532 | 3966 | 78 | 0.902 | 0.045 | 3/25/2020 |
| 710243208 | Existing Customer | 56 | F | 4 | Unknown | Married | Less than $40K | Blue | 44 | 3 | 3 | 2 | 1707.0 | 0 | 1707.0 | 0.683 | 4846 | 80 | 0.569 | 0.000 | 5/1/2021 |
| 708870408 | Existing Customer | 53 | M | 4 | Unknown | Single | Less than $40K | Blue | 43 | 6 | 3 | 1 | 3844.0 | 2079 | 1765.0 | 0.755 | 4271 | 56 | 0.806 | 0.541 | 1/14/2020 |
| 795844983 | Existing Customer | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 39 | 6 | 4 | 1 | 2851.0 | 0 | 2851.0 | 0.482 | 3916 | 64 | 0.829 | 0.000 | 12/17/2020 |
| 828294933 | Attrited Customer | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 2 | 3 | 2951.0 | 2437 | 514.0 | 0.765 | 2519 | 36 | 0.565 | 0.826 | 6/1/2019 |
| 713531808 | Existing Customer | 38 | F | 1 | Doctorate | Married | Less than $40K | Blue | 28 | 6 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.813 | 4475 | 74 | 0.644 | 0.000 | 12/9/2019 |
| 712307283 | Attrited Customer | 54 | M | 1 | College | Single | $120K + | Blue | 37 | 6 | 2 | 3 | 9090.0 | 2517 | 6573.0 | 0.661 | 2239 | 43 | 0.720 | 0.277 | 2/17/2019 |
| 715778358 | Existing Customer | 45 | M | 5 | Graduate | Married | $120K + | Blue | 26 | 6 | 3 | 2 | 34516.0 | 797 | 33719.0 | 1.133 | 3643 | 59 | 1.034 | 0.023 | 7/22/2019 |
| 778910883 | Attrited Customer | 53 | M | 2 | Unknown | Married | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 1837.0 | 875 | 962.0 | 0.580 | 2169 | 43 | 0.654 | 0.476 | 5/27/2020 |
| 710637183 | Existing Customer | 48 | F | 4 | Graduate | Single | Unknown | Blue | 40 | 3 | 3 | 3 | 2300.0 | 1906 | 394.0 | 0.803 | 4538 | 71 | 0.868 | 0.829 | 2/5/2022 |
| 712781883 | Existing Customer | 36 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2611.0 | 537 | 2074.0 | 0.848 | 5121 | 83 | 0.804 | 0.206 | 6/16/2019 |
| 709664658 | Existing Customer | 40 | M | 4 | Unknown | Unknown | $80K - $120K | Blue | 27 | 4 | 3 | 2 | 22863.0 | 927 | 21936.0 | 0.569 | 4071 | 69 | 0.725 | 0.041 | 5/17/2020 |
| 717574683 | Existing Customer | 53 | F | 3 | Unknown | Married | $40K - $60K | Blue | 46 | 6 | 3 | 1 | 2192.0 | 1146 | 1046.0 | 0.622 | 4756 | 85 | 0.735 | 0.523 | 4/18/2020 |
| 771497283 | Existing Customer | 40 | F | 2 | High School | Divorced | Less than $40K | Blue | 28 | 4 | 6 | 3 | 2917.0 | 1310 | 1607.0 | 0.757 | 4736 | 79 | 0.795 | 0.449 | 10/23/2020 |
| 714991608 | Existing Customer | 41 | F | 3 | High School | Single | $40K - $60K | Blue | 31 | 3 | 3 | 2 | 1438.3 | 913 | 525.3 | 0.981 | 4300 | 68 | 0.619 | 0.635 | 4/8/2022 |
| 779848383 | Attrited Customer | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 2 | 2 | 1784.0 | 577 | 1207.0 | 0.542 | 2348 | 47 | 0.516 | 0.323 | 9/17/2021 |
| 715495308 | Existing Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 8919.0 | 2231 | 6688.0 | 0.562 | 3923 | 73 | 1.028 | 0.250 | 10/31/2022 |
| 712431183 | Existing Customer | 52 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 4 | 3 | 1 | 2164.0 | 0 | 2164.0 | 0.688 | 5282 | 80 | 0.818 | 0.000 | 12/20/2020 |
| 714895608 | Existing Customer | 48 | F | 2 | Unknown | Single | Unknown | Blue | 38 | 4 | 4 | 3 | 2792.0 | 1375 | 1417.0 | 0.854 | 4364 | 62 | 0.879 | 0.492 | 12/11/2020 |
| 718324983 | Existing Customer | 60 | F | 0 | College | Married | Less than $40K | Blue | 49 | 5 | 3 | 3 | 1634.0 | 1155 | 479.0 | 0.874 | 4522 | 83 | 0.766 | 0.707 | 5/5/2020 |
| 713541033 | Existing Customer | 39 | F | 1 | College | Single | Less than $40K | Blue | 32 | 4 | 2 | 3 | 2144.0 | 1557 | 587.0 | 0.775 | 4571 | 85 | 0.848 | 0.726 | 2/7/2022 |
| 771989733 | Existing Customer | 37 | M | 2 | Unknown | Single | $40K - $60K | Blue | 26 | 4 | 1 | 2 | 3664.0 | 1449 | 2215.0 | 0.712 | 4413 | 65 | 0.548 | 0.395 | 5/7/2019 |
| 789698733 | Existing Customer | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 27 | 5 | 3 | 1 | 4788.0 | 1088 | 3700.0 | 0.808 | 4438 | 78 | 0.950 | 0.227 | 11/6/2019 |
| 787514433 | Existing Customer | 34 | F | 3 | College | Married | Less than $40K | Blue | 23 | 3 | 3 | 3 | 2164.0 | 1176 | 988.0 | 0.835 | 5075 | 71 | 0.868 | 0.543 | 10/5/2022 |
| 811081083 | Existing Customer | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 43 | 5 | 4 | 2 | 1532.0 | 1183 | 349.0 | 0.617 | 4359 | 78 | 0.857 | 0.772 | 2/1/2021 |
| 717371583 | Attrited Customer | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 5 | 1883.0 | 400 | 1483.0 | 0.528 | 1954 | 45 | 0.500 | 0.212 | 10/30/2020 |
| 715579233 | Existing Customer | 44 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 40 | 4 | 1 | 3 | 3659.0 | 1356 | 2303.0 | 0.715 | 4861 | 74 | 0.762 | 0.371 | 11/14/2021 |
| 781930233 | Existing Customer | 47 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 6 | 1 | 1 | 2946.0 | 2338 | 608.0 | 0.580 | 4717 | 70 | 0.628 | 0.794 | 1/8/2021 |
| 716825808 | Existing Customer | 45 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 0 | 2697.0 | 2216 | 481.0 | 0.681 | 4063 | 75 | 0.786 | 0.822 | 3/22/2019 |
| 757053408 | Existing Customer | 47 | F | 1 | Graduate | Single | Unknown | Blue | 40 | 3 | 1 | 3 | 3811.0 | 1970 | 1841.0 | 0.828 | 3578 | 76 | 0.689 | 0.517 | 6/13/2021 |
| 788418933 | Existing Customer | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 27 | 5 | 2 | 3 | 1613.0 | 1085 | 528.0 | 0.659 | 5000 | 85 | 0.848 | 0.673 | 3/29/2019 |
| 788898933 | Existing Customer | 42 | F | 4 | College | Married | Less than $40K | Blue | 27 | 6 | 2 | 1 | 2043.0 | 0 | 2043.0 | 1.019 | 5198 | 77 | 0.711 | 0.000 | 1/5/2019 |
| 712163433 | Attrited Customer | 47 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 29 | 1 | 2 | 4 | 1684.0 | 644 | 1040.0 | 0.723 | 2164 | 36 | 0.714 | 0.382 | 1/30/2022 |
| 717343833 | Existing Customer | 47 | F | 5 | Uneducated | Unknown | Unknown | Blue | 34 | 4 | 1 | 3 | 3127.0 | 2094 | 1033.0 | 0.709 | 4518 | 86 | 0.830 | 0.670 | 11/24/2022 |
| 820868508 | Existing Customer | 47 | M | 2 | College | Married | $40K - $60K | Blue | 43 | 3 | 4 | 1 | 7106.0 | 736 | 6370.0 | 0.687 | 5192 | 75 | 0.562 | 0.104 | 12/16/2021 |
| 789240258 | Existing Customer | 50 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 4 | 3 | 1 | 2784.0 | 2458 | 326.0 | 0.798 | 4904 | 81 | 0.800 | 0.883 | 3/28/2020 |
| 716951658 | Existing Customer | 51 | F | 3 | High School | Single | $40K - $60K | Blue | 38 | 5 | 3 | 1 | 5536.0 | 0 | 5536.0 | 0.695 | 4281 | 82 | 0.822 | 0.000 | 2/2/2020 |
| 718932633 | Existing Customer | 45 | F | 3 | College | Married | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1717.0 | 1156 | 561.0 | 0.647 | 4301 | 64 | 0.641 | 0.673 | 6/1/2021 |
| 711487533 | Attrited Customer | 47 | F | 3 | Unknown | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.198 | 1687 | 38 | 0.226 | 0.000 | 7/10/2020 |
| 715306983 | Attrited Customer | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 1866.0 | 0 | 1866.0 | 0.798 | 2833 | 42 | 0.355 | 0.000 | 6/22/2019 |
| 712771233 | Existing Customer | 52 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 4 | 1 | 2516.0 | 1268 | 1248.0 | 0.751 | 4461 | 80 | 0.818 | 0.504 | 7/19/2020 |
| 789637308 | Attrited Customer | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 39 | 4 | 3 | 4 | 3076.0 | 0 | 3076.0 | 0.734 | 2580 | 50 | 0.429 | 0.000 | 12/7/2022 |
| 717247383 | Existing Customer | 48 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 7514.0 | 0 | 7514.0 | 0.514 | 4789 | 69 | 0.408 | 0.000 | 10/14/2020 |
| 714842208 | Existing Customer | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 2 | 2804.0 | 1782 | 1022.0 | 0.698 | 4357 | 69 | 0.605 | 0.636 | 8/10/2022 |
| 794172033 | Attrited Customer | 58 | F | 1 | Post-Graduate | Divorced | Less than $40K | Blue | 52 | 4 | 1 | 3 | 1817.0 | 0 | 1817.0 | 0.503 | 2347 | 45 | 0.452 | 0.000 | 7/9/2019 |
| 713592408 | Existing Customer | 43 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 3 | 2 | 2590.0 | 0 | 2590.0 | 0.630 | 3391 | 66 | 0.833 | 0.000 | 6/6/2020 |
| 709314408 | Existing Customer | 39 | F | 2 | College | Single | $40K - $60K | Blue | 29 | 5 | 3 | 1 | 4938.0 | 1593 | 3345.0 | 0.700 | 4516 | 82 | 0.783 | 0.323 | 7/8/2020 |
| 715957233 | Existing Customer | 53 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 19940.0 | 2018 | 17922.0 | 0.420 | 4694 | 75 | 0.786 | 0.101 | 2/6/2021 |
| 719414658 | Existing Customer | 52 | F | 0 | Graduate | Single | Unknown | Blue | 36 | 3 | 4 | 1 | 12366.0 | 0 | 12366.0 | 0.738 | 4880 | 76 | 0.900 | 0.000 | 8/16/2021 |
| 719632683 | Existing Customer | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 2583.0 | 2235 | 348.0 | 0.508 | 4500 | 83 | 0.509 | 0.865 | 3/22/2020 |
| 708136908 | Existing Customer | 62 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 5 | 2 | 2 | 2616.0 | 801 | 1815.0 | 0.719 | 4655 | 68 | 0.511 | 0.306 | 10/23/2020 |
| 721393083 | Existing Customer | 52 | F | 3 | Unknown | Single | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 6053.0 | 577 | 5476.0 | 0.850 | 5035 | 64 | 1.370 | 0.095 | 5/8/2020 |
| 714520233 | Attrited Customer | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1708.0 | 0 | 1708.0 | 0.443 | 1992 | 38 | 0.357 | 0.000 | 1/25/2019 |
| 709455108 | Existing Customer | 49 | F | 4 | Unknown | Married | Less than $40K | Blue | 33 | 3 | 2 | 1 | 2393.0 | 1667 | 726.0 | 0.974 | 3768 | 79 | 0.681 | 0.697 | 1/9/2022 |
| 767058183 | Existing Customer | 53 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 46 | 5 | 4 | 3 | 3424.0 | 1333 | 2091.0 | 0.667 | 4485 | 61 | 0.694 | 0.389 | 1/21/2021 |
| 770800683 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2640.0 | 2133 | 507.0 | 1.008 | 4956 | 72 | 0.846 | 0.808 | 12/29/2020 |
| 779651058 | Existing Customer | 59 | F | 0 | Unknown | Single | $40K - $60K | Blue | 42 | 6 | 2 | 2 | 1931.0 | 1409 | 522.0 | 0.887 | 4797 | 65 | 0.625 | 0.730 | 2/20/2019 |
| 710443833 | Existing Customer | 50 | M | 2 | Unknown | Single | $120K + | Blue | 38 | 4 | 4 | 2 | 2123.0 | 995 | 1128.0 | 0.626 | 4516 | 78 | 0.625 | 0.469 | 3/21/2022 |
| 717725433 | Attrited Customer | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 4 | 2 | 1606.0 | 0 | 1606.0 | 0.763 | 2258 | 37 | 0.609 | 0.000 | 4/20/2019 |
| 720600858 | Existing Customer | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 26 | 5 | 2 | 2 | 5633.0 | 1395 | 4238.0 | 0.542 | 3695 | 75 | 0.630 | 0.248 | 7/2/2019 |
| 717797658 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 2 | 2 | 1438.3 | 740 | 698.3 | 0.698 | 4970 | 87 | 0.933 | 0.514 | 4/6/2021 |
| 779458383 | Existing Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 6 | 2 | 3 | 2590.0 | 2087 | 503.0 | 0.700 | 4248 | 73 | 0.780 | 0.806 | 6/17/2020 |
| 788767983 | Existing Customer | 43 | M | 5 | Unknown | Single | $60K - $80K | Blue | 24 | 3 | 1 | 3 | 4556.0 | 0 | 4556.0 | 0.961 | 4273 | 82 | 0.640 | 0.000 | 3/14/2020 |
| 711994458 | Existing Customer | 47 | F | 4 | High School | Married | Unknown | Blue | 39 | 6 | 4 | 0 | 1537.0 | 0 | 1537.0 | 0.712 | 4234 | 75 | 0.786 | 0.000 | 11/25/2020 |
| 713948808 | Existing Customer | 55 | M | 3 | High School | Single | $60K - $80K | Blue | 47 | 3 | 2 | 2 | 1602.0 | 962 | 640.0 | 0.834 | 4873 | 97 | 0.764 | 0.600 | 4/29/2022 |
| 710456658 | Existing Customer | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 2 | 1 | 2080.0 | 1799 | 281.0 | 0.651 | 5130 | 82 | 0.864 | 0.865 | 5/15/2020 |
| 771531708 | Existing Customer | 46 | F | 2 | Unknown | Single | Unknown | Blue | 34 | 6 | 3 | 1 | 7565.0 | 887 | 6678.0 | 0.810 | 4683 | 87 | 0.642 | 0.117 | 9/24/2020 |
| 713546883 | Existing Customer | 47 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 29 | 5 | 2 | 3 | 4786.0 | 1553 | 3233.0 | 0.610 | 5039 | 76 | 0.810 | 0.324 | 11/21/2020 |
| 711447783 | Existing Customer | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 2 | 3 | 2375.0 | 1353 | 1022.0 | 0.804 | 5000 | 76 | 0.617 | 0.570 | 8/29/2020 |
| 713746608 | Existing Customer | 48 | F | 2 | High School | Married | Unknown | Blue | 37 | 3 | 2 | 2 | 8446.0 | 908 | 7538.0 | 0.604 | 4240 | 67 | 0.763 | 0.108 | 12/29/2020 |
| 718020408 | Existing Customer | 60 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 1977.0 | 545 | 1432.0 | 0.901 | 4393 | 72 | 0.946 | 0.276 | 5/15/2019 |
| 719475633 | Existing Customer | 42 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 13908.0 | 0 | 13908.0 | 0.719 | 4319 | 81 | 0.976 | 0.000 | 8/11/2020 |
| 719654283 | Existing Customer | 52 | F | 2 | Graduate | Married | $40K - $60K | Silver | 42 | 3 | 3 | 2 | 19220.0 | 0 | 19220.0 | 0.997 | 4642 | 81 | 0.761 | 0.000 | 1/27/2021 |
| 720114633 | Existing Customer | 44 | F | 5 | High School | Single | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2709.0 | 1726 | 983.0 | 0.698 | 5056 | 89 | 0.780 | 0.637 | 7/22/2022 |
| 816315558 | Existing Customer | 38 | M | 1 | High School | Single | $60K - $80K | Blue | 33 | 5 | 4 | 1 | 1503.0 | 879 | 624.0 | 0.776 | 4439 | 77 | 0.604 | 0.585 | 8/2/2019 |
| 712567083 | Existing Customer | 51 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 9186.0 | 0 | 9186.0 | 0.658 | 4986 | 88 | 0.760 | 0.000 | 8/9/2021 |
| 711302883 | Existing Customer | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 2165.0 | 1392 | 773.0 | 0.734 | 4194 | 72 | 0.946 | 0.643 | 1/4/2022 |
| 719775408 | Existing Customer | 41 | F | 4 | High School | Single | Unknown | Blue | 36 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.585 | 5020 | 85 | 0.700 | 0.000 | 7/22/2019 |
| 712070208 | Existing Customer | 61 | F | 1 | College | Single | Unknown | Blue | 50 | 4 | 4 | 1 | 6673.0 | 2458 | 4215.0 | 0.625 | 4141 | 82 | 0.547 | 0.368 | 1/5/2022 |
| 718641483 | Existing Customer | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 1 | 1 | 2404.0 | 1109 | 1295.0 | 0.639 | 4519 | 72 | 0.636 | 0.461 | 6/13/2020 |
| 710690733 | Attrited Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 4 | 3 | 2 | 1666.0 | 0 | 1666.0 | 0.920 | 2816 | 38 | 0.520 | 0.000 | 11/18/2022 |
| 718441308 | Existing Customer | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 1 | 3 | 8228.0 | 1935 | 6293.0 | 0.627 | 4933 | 68 | 0.545 | 0.235 | 12/7/2022 |
| 772243833 | Existing Customer | 54 | F | 0 | Doctorate | Single | Less than $40K | Blue | 43 | 4 | 1 | 3 | 3186.0 | 968 | 2218.0 | 0.696 | 4077 | 75 | 0.630 | 0.304 | 4/27/2020 |
| 711992133 | Existing Customer | 53 | F | 1 | Uneducated | Married | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2596.0 | 868 | 1728.0 | 0.743 | 4801 | 72 | 0.714 | 0.334 | 2/1/2020 |
| 779084208 | Attrited Customer | 43 | F | 3 | High School | Divorced | Less than $40K | Blue | 24 | 4 | 2 | 2 | 1662.0 | 613 | 1049.0 | 0.868 | 2326 | 31 | 0.550 | 0.369 | 3/15/2019 |
| 715304958 | Attrited Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 2 | 2 | 2053.0 | 0 | 2053.0 | 0.866 | 3053 | 50 | 0.562 | 0.000 | 10/12/2019 |
| 713179083 | Existing Customer | 32 | F | 2 | Uneducated | Single | Unknown | Blue | 25 | 3 | 2 | 1 | 3193.0 | 1533 | 1660.0 | 0.936 | 4419 | 75 | 0.786 | 0.480 | 12/15/2020 |
| 709836258 | Existing Customer | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 1 | 2 | 1927.0 | 1337 | 590.0 | 0.667 | 5127 | 81 | 0.653 | 0.694 | 11/17/2022 |
| 715950483 | Attrited Customer | 39 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 27 | 3 | 3 | 3 | 2821.0 | 725 | 2096.0 | 0.704 | 2397 | 35 | 0.296 | 0.257 | 6/1/2019 |
| 798281808 | Existing Customer | 48 | M | 4 | High School | Married | $60K - $80K | Blue | 42 | 5 | 4 | 3 | 3879.0 | 1214 | 2665.0 | 0.924 | 5158 | 79 | 0.681 | 0.313 | 2/5/2020 |
| 720414558 | Existing Customer | 56 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1971.0 | 922 | 1049.0 | 0.762 | 4827 | 84 | 0.867 | 0.468 | 8/22/2019 |
| 713509908 | Existing Customer | 48 | F | 2 | Graduate | Married | Unknown | Blue | 35 | 3 | 1 | 1 | 1755.0 | 1058 | 697.0 | 0.697 | 4719 | 90 | 0.800 | 0.603 | 2/28/2021 |
| 711919608 | Attrited Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2031.0 | 1720 | 311.0 | 0.713 | 2702 | 32 | 0.778 | 0.847 | 8/18/2019 |
| 709993158 | Existing Customer | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 0 | 2330.0 | 1584 | 746.0 | 0.780 | 3917 | 71 | 0.651 | 0.680 | 5/8/2019 |
| 767815233 | Existing Customer | 46 | F | 3 | College | Married | Less than $40K | Blue | 40 | 6 | 4 | 2 | 1438.3 | 0 | 1438.3 | 0.714 | 4283 | 88 | 0.833 | 0.000 | 7/25/2019 |
| 717624708 | Attrited Customer | 59 | M | 2 | High School | Divorced | Less than $40K | Blue | 51 | 6 | 5 | 3 | 1438.3 | 0 | 1438.3 | 0.734 | 2589 | 49 | 0.690 | 0.000 | 8/31/2021 |
| 720015183 | Existing Customer | 60 | M | 1 | Graduate | Married | $120K + | Blue | 46 | 6 | 3 | 1 | 5130.0 | 2048 | 3082.0 | 0.776 | 4601 | 88 | 0.760 | 0.399 | 3/28/2020 |
| 778236858 | Existing Customer | 54 | F | 2 | Graduate | Married | Unknown | Blue | 42 | 4 | 1 | 1 | 11794.0 | 1018 | 10776.0 | 0.898 | 5547 | 87 | 0.706 | 0.086 | 5/13/2019 |
| 789095958 | Attrited Customer | 50 | M | 1 | Unknown | Single | $60K - $80K | Blue | 38 | 4 | 3 | 3 | 7603.0 | 744 | 6859.0 | 0.711 | 2497 | 42 | 0.273 | 0.098 | 9/30/2020 |
| 713736333 | Attrited Customer | 41 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 3606.0 | 0 | 3606.0 | 0.370 | 1829 | 41 | 0.519 | 0.000 | 5/1/2019 |
| 717836733 | Existing Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 5153.0 | 1378 | 3775.0 | 0.744 | 4274 | 81 | 0.723 | 0.267 | 3/13/2019 |
| 712619808 | Existing Customer | 47 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2500.0 | 1169 | 1331.0 | 0.638 | 4265 | 87 | 0.812 | 0.468 | 5/11/2021 |
| 712221408 | Existing Customer | 42 | M | 4 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 3 | 2 | 2654.0 | 1489 | 1165.0 | 0.668 | 4767 | 82 | 0.673 | 0.561 | 3/13/2020 |
| 714213708 | Attrited Customer | 35 | F | 3 | College | Single | Less than $40K | Blue | 25 | 4 | 3 | 2 | 3611.0 | 2517 | 1094.0 | 0.537 | 2178 | 45 | 0.552 | 0.697 | 11/29/2019 |
| 720289533 | Existing Customer | 47 | F | 4 | Unknown | Married | Unknown | Blue | 42 | 5 | 2 | 3 | 1882.0 | 1143 | 739.0 | 0.638 | 4536 | 85 | 0.889 | 0.607 | 6/3/2022 |
| 709469658 | Existing Customer | 47 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 7421.0 | 0 | 7421.0 | 0.708 | 4353 | 75 | 0.786 | 0.000 | 8/24/2022 |
| 772323033 | Existing Customer | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 3 | 2 | 2 | 4606.0 | 1556 | 3050.0 | 0.676 | 4363 | 78 | 0.660 | 0.338 | 12/1/2020 |
| 742572558 | Existing Customer | 32 | F | 0 | High School | Divorced | Unknown | Blue | 25 | 5 | 3 | 1 | 12268.0 | 1165 | 11103.0 | 0.832 | 4905 | 82 | 0.822 | 0.095 | 4/20/2022 |
| 718848183 | Existing Customer | 50 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 42 | 6 | 1 | 1 | 9873.0 | 1276 | 8597.0 | 0.791 | 4613 | 82 | 0.745 | 0.129 | 7/26/2022 |
| 719034183 | Existing Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 1 | 3 | 1555.0 | 1366 | 189.0 | 0.704 | 5490 | 86 | 0.755 | 0.878 | 9/24/2020 |
| 720142308 | Attrited Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2160.0 | 0 | 2160.0 | 0.645 | 2360 | 56 | 0.647 | 0.000 | 1/18/2020 |
| 771872733 | Existing Customer | 38 | M | 0 | Unknown | Married | $60K - $80K | Blue | 26 | 5 | 2 | 1 | 3809.0 | 1521 | 2288.0 | 0.692 | 4666 | 69 | 0.865 | 0.399 | 7/10/2019 |
| 718816158 | Existing Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 33 | 3 | 3 | 3 | 5362.0 | 1984 | 3378.0 | 0.664 | 3851 | 87 | 0.642 | 0.370 | 5/24/2022 |
| 720003558 | Existing Customer | 43 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 32 | 4 | 4 | 3 | 1834.0 | 1416 | 418.0 | 0.868 | 5653 | 79 | 0.927 | 0.772 | 2/10/2019 |
| 818993508 | Existing Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 4 | 2 | 2577.0 | 879 | 1698.0 | 0.740 | 5021 | 75 | 0.744 | 0.341 | 10/19/2019 |
| 715672458 | Existing Customer | 47 | M | 5 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2721.0 | 1264 | 1457.0 | 0.796 | 4557 | 71 | 0.972 | 0.465 | 2/6/2021 |
| 789820308 | Existing Customer | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 3 | 2 | 2 | 2925.0 | 2065 | 860.0 | 0.692 | 3913 | 47 | 1.474 | 0.706 | 7/3/2021 |
| 819688458 | Attrited Customer | 44 | F | 5 | Graduate | Unknown | Less than $40K | Blue | 39 | 6 | 3 | 2 | 1545.0 | 0 | 1545.0 | 0.749 | 2646 | 39 | 0.444 | 0.000 | 4/19/2019 |
| 710785383 | Attrited Customer | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 1 | 2212.0 | 0 | 2212.0 | 0.942 | 2394 | 55 | 0.897 | 0.000 | 3/27/2021 |
| 712837233 | Existing Customer | 46 | M | 2 | High School | Single | $120K + | Blue | 36 | 3 | 1 | 3 | 13001.0 | 1482 | 11519.0 | 0.552 | 3671 | 55 | 0.528 | 0.114 | 4/19/2019 |
| 713597658 | Attrited Customer | 36 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 3 | 3 | 1 | 2784.0 | 2378 | 406.0 | 0.525 | 2021 | 57 | 0.676 | 0.854 | 2/23/2022 |
| 713953383 | Attrited Customer | 50 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 2317.0 | 0 | 2317.0 | 0.734 | 2214 | 41 | 0.519 | 0.000 | 3/19/2021 |
| 716891583 | Existing Customer | 41 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 0 | 1867.0 | 970 | 897.0 | 0.828 | 4537 | 60 | 1.000 | 0.520 | 3/9/2022 |
| 716510658 | Attrited Customer | 50 | F | 0 | Doctorate | Single | Less than $40K | Blue | 38 | 4 | 3 | 3 | 2595.0 | 2353 | 242.0 | 0.924 | 2526 | 41 | 0.577 | 0.907 | 12/9/2020 |
| 708125733 | Existing Customer | 46 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.906 | 4311 | 77 | 0.833 | 0.000 | 12/25/2021 |
| 716484333 | Existing Customer | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 1 | 2 | 1696.0 | 1177 | 519.0 | 0.686 | 4410 | 84 | 0.826 | 0.694 | 10/15/2019 |
| 708519108 | Attrited Customer | 46 | F | 1 | Graduate | Married | Unknown | Blue | 24 | 3 | 3 | 2 | 2694.0 | 1576 | 1118.0 | 0.494 | 2041 | 57 | 0.900 | 0.585 | 10/16/2019 |
| 719740008 | Attrited Customer | 51 | F | 4 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 2791.0 | 940 | 1851.0 | 0.813 | 2584 | 49 | 0.441 | 0.337 | 6/26/2019 |
| 717087858 | Existing Customer | 51 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2146.0 | 967 | 1179.0 | 0.569 | 4253 | 74 | 0.721 | 0.451 | 4/13/2019 |
| 711605208 | Attrited Customer | 61 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 3 | 5 | 1438.3 | 0 | 1438.3 | 0.700 | 1958 | 47 | 0.424 | 0.000 | 3/24/2021 |
| 714882258 | Existing Customer | 38 | F | 2 | College | Married | Unknown | Blue | 36 | 6 | 1 | 2 | 1438.3 | 730 | 708.3 | 0.921 | 4583 | 67 | 0.914 | 0.508 | 9/7/2021 |
| 792300858 | Existing Customer | 44 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 4269.0 | 1852 | 2417.0 | 0.682 | 4178 | 75 | 0.630 | 0.434 | 5/28/2020 |
| 766550808 | Existing Customer | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 3 | 6 | 1 | 4195.0 | 2440 | 1755.0 | 0.889 | 4430 | 72 | 0.714 | 0.582 | 10/15/2022 |
| 718941183 | Existing Customer | 48 | F | 1 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 2 | 1832.0 | 748 | 1084.0 | 0.879 | 4376 | 87 | 0.812 | 0.408 | 3/8/2020 |
| 708516558 | Existing Customer | 37 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2588.0 | 1782 | 806.0 | 0.546 | 4159 | 83 | 0.766 | 0.689 | 6/3/2020 |
| 709350783 | Existing Customer | 63 | F | 0 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 4847.0 | 1856 | 2991.0 | 0.610 | 4712 | 76 | 0.810 | 0.383 | 10/25/2022 |
| 771230508 | Existing Customer | 46 | F | 4 | College | Married | $40K - $60K | Blue | 33 | 4 | 1 | 1 | 2423.0 | 429 | 1994.0 | 0.625 | 4717 | 80 | 0.739 | 0.177 | 4/16/2019 |
| 710978058 | Existing Customer | 50 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 41 | 6 | 2 | 3 | 7507.0 | 1697 | 5810.0 | 1.098 | 4651 | 71 | 1.029 | 0.226 | 3/20/2022 |
| 713405133 | Existing Customer | 51 | M | 2 | College | Married | $120K + | Blue | 43 | 5 | 2 | 3 | 5232.0 | 1923 | 3309.0 | 0.629 | 4976 | 93 | 0.661 | 0.368 | 5/27/2019 |
| 710723958 | Existing Customer | 43 | F | 3 | Uneducated | Single | Unknown | Blue | 32 | 5 | 1 | 1 | 1438.3 | 491 | 947.3 | 0.494 | 5016 | 86 | 0.593 | 0.341 | 2/25/2021 |
| 823840458 | Existing Customer | 47 | F | 1 | High School | Married | Unknown | Blue | 43 | 4 | 2 | 2 | 1828.0 | 1517 | 311.0 | 0.661 | 4542 | 82 | 0.577 | 0.830 | 5/2/2019 |
| 791754258 | Existing Customer | 49 | F | 5 | Graduate | Married | Unknown | Blue | 43 | 4 | 3 | 2 | 2557.0 | 2351 | 206.0 | 0.807 | 4342 | 73 | 1.147 | 0.919 | 5/31/2019 |
| 789472833 | Existing Customer | 42 | F | 2 | College | Divorced | Less than $40K | Blue | 33 | 3 | 3 | 1 | 2283.0 | 1690 | 593.0 | 0.874 | 4377 | 64 | 0.488 | 0.740 | 8/23/2022 |
| 711099408 | Existing Customer | 35 | F | 4 | High School | Single | Less than $40K | Blue | 25 | 5 | 2 | 3 | 2684.0 | 1658 | 1026.0 | 0.669 | 4657 | 76 | 1.000 | 0.618 | 6/23/2022 |
| 745853283 | Existing Customer | 38 | F | 1 | Graduate | Married | Unknown | Blue | 31 | 3 | 1 | 3 | 7234.0 | 0 | 7234.0 | 0.899 | 5198 | 75 | 1.083 | 0.000 | 7/17/2021 |
| 717790233 | Existing Customer | 37 | F | 2 | College | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 1438.3 | 743 | 695.3 | 0.561 | 4730 | 80 | 0.778 | 0.517 | 7/28/2022 |
| 818791833 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2730.0 | 1303 | 1427.0 | 1.308 | 4750 | 76 | 0.900 | 0.477 | 2/27/2022 |
| 714981483 | Existing Customer | 50 | F | 3 | High School | Married | Unknown | Blue | 38 | 4 | 2 | 1 | 2808.0 | 1720 | 1088.0 | 0.836 | 5137 | 81 | 0.723 | 0.613 | 5/15/2020 |
| 719373558 | Existing Customer | 42 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 6275.0 | 0 | 6275.0 | 0.790 | 4308 | 75 | 0.786 | 0.000 | 2/10/2019 |
| 823609383 | Existing Customer | 43 | F | 4 | College | Unknown | $40K - $60K | Blue | 39 | 4 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.680 | 4528 | 83 | 1.128 | 0.000 | 2/17/2022 |
| 714408933 | Attrited Customer | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 10834.0 | 0 | 10834.0 | 0.522 | 2249 | 51 | 0.594 | 0.000 | 11/12/2021 |
| 713661933 | Existing Customer | 44 | F | 1 | College | Married | Less than $40K | Blue | 33 | 5 | 1 | 3 | 1522.0 | 0 | 1522.0 | 0.783 | 4835 | 70 | 0.489 | 0.000 | 2/15/2020 |
| 716218908 | Existing Customer | 48 | F | 4 | Doctorate | Single | Unknown | Blue | 39 | 6 | 1 | 1 | 2845.0 | 919 | 1926.0 | 0.652 | 2635 | 43 | 1.263 | 0.323 | 6/22/2021 |
| 818710233 | Existing Customer | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2329.0 | 1271 | 1058.0 | 0.729 | 4382 | 70 | 0.667 | 0.546 | 6/10/2021 |
| 719463708 | Existing Customer | 47 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 2099.0 | 1164 | 935.0 | 0.717 | 4471 | 80 | 0.667 | 0.555 | 2/3/2022 |
| 817958733 | Existing Customer | 42 | F | 2 | Uneducated | Married | Unknown | Blue | 37 | 6 | 1 | 1 | 5099.0 | 958 | 4141.0 | 0.607 | 4025 | 73 | 0.521 | 0.188 | 2/24/2022 |
| 708397008 | Existing Customer | 54 | F | 4 | Graduate | Married | Unknown | Blue | 43 | 3 | 2 | 3 | 3805.0 | 821 | 2984.0 | 0.807 | 4326 | 67 | 0.811 | 0.216 | 9/11/2022 |
| 720547533 | Existing Customer | 47 | F | 2 | High School | Married | Unknown | Blue | 32 | 3 | 2 | 1 | 11438.0 | 0 | 11438.0 | 0.815 | 4346 | 90 | 0.915 | 0.000 | 3/27/2020 |
| 708780783 | Existing Customer | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 2434.0 | 1169 | 1265.0 | 0.689 | 4739 | 76 | 0.810 | 0.480 | 4/8/2020 |
| 758178558 | Existing Customer | 44 | F | 3 | Graduate | Single | Unknown | Blue | 37 | 3 | 2 | 1 | 4703.0 | 1555 | 3148.0 | 0.932 | 4127 | 89 | 0.648 | 0.331 | 3/7/2022 |
| 716237508 | Existing Customer | 44 | F | 5 | High School | Married | Unknown | Blue | 36 | 4 | 3 | 2 | 5254.0 | 2507 | 2747.0 | 0.751 | 4501 | 64 | 0.641 | 0.477 | 1/1/2021 |
| 714735033 | Existing Customer | 45 | F | 5 | Doctorate | Married | Less than $40K | Blue | 34 | 4 | 2 | 2 | 1438.3 | 491 | 947.3 | 0.708 | 4376 | 84 | 0.787 | 0.341 | 7/12/2022 |
| 709726158 | Existing Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 3 | 0 | 2206.0 | 1110 | 1096.0 | 0.746 | 5196 | 92 | 0.614 | 0.503 | 5/15/2019 |
| 770909433 | Existing Customer | 50 | F | 2 | College | Married | $40K - $60K | Blue | 37 | 6 | 2 | 1 | 3600.0 | 1904 | 1696.0 | 0.720 | 4946 | 75 | 0.531 | 0.529 | 9/8/2021 |
| 822121608 | Existing Customer | 46 | M | 2 | High School | Unknown | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 7116.0 | 693 | 6423.0 | 0.759 | 4759 | 81 | 0.841 | 0.097 | 11/18/2019 |
| 717278808 | Existing Customer | 37 | F | 3 | College | Married | Less than $40K | Blue | 28 | 4 | 2 | 1 | 1788.0 | 0 | 1788.0 | 1.001 | 3511 | 56 | 0.931 | 0.000 | 9/8/2020 |
| 712640583 | Existing Customer | 60 | F | 0 | Doctorate | Married | Unknown | Blue | 51 | 4 | 1 | 3 | 7508.0 | 2148 | 5360.0 | 0.890 | 4950 | 70 | 0.707 | 0.286 | 5/30/2019 |
| 716099958 | Attrited Customer | 39 | F | 5 | Unknown | Married | $40K - $60K | Blue | 31 | 3 | 3 | 6 | 3333.0 | 1867 | 1466.0 | 0.947 | 3348 | 50 | 0.282 | 0.560 | 11/5/2020 |
| 788772708 | Existing Customer | 50 | F | 2 | Graduate | Married | Unknown | Blue | 31 | 5 | 1 | 3 | 13745.0 | 0 | 13745.0 | 0.530 | 4432 | 61 | 0.605 | 0.000 | 7/16/2020 |
| 712795833 | Attrited Customer | 34 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 4 | 5021.0 | 2517 | 2504.0 | 0.587 | 2270 | 40 | 0.481 | 0.501 | 6/4/2019 |
| 718892283 | Existing Customer | 43 | M | 2 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 2 | 1 | 4396.0 | 0 | 4396.0 | 0.592 | 4771 | 78 | 1.053 | 0.000 | 7/23/2019 |
| 720294258 | Existing Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 2 | 2 | 2558.0 | 0 | 2558.0 | 0.728 | 4635 | 82 | 0.640 | 0.000 | 6/28/2022 |
| 721181883 | Existing Customer | 30 | F | 0 | College | Single | Unknown | Blue | 18 | 4 | 2 | 3 | 9641.0 | 0 | 9641.0 | 0.907 | 4710 | 75 | 0.667 | 0.000 | 8/26/2021 |
| 712098033 | Existing Customer | 38 | F | 1 | Uneducated | Married | Unknown | Blue | 36 | 3 | 3 | 1 | 12621.0 | 912 | 11709.0 | 0.640 | 4945 | 78 | 0.560 | 0.072 | 5/15/2021 |
| 712593933 | Attrited Customer | 40 | M | 3 | Doctorate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 2313.0 | 0 | 2313.0 | 0.673 | 2249 | 42 | 0.312 | 0.000 | 12/24/2019 |
| 711343233 | Existing Customer | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 1438.3 | 1183 | 255.3 | 0.841 | 4551 | 65 | 0.667 | 0.822 | 8/10/2021 |
| 712394283 | Existing Customer | 44 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 3 | 2 | 1791.0 | 1314 | 477.0 | 0.725 | 5109 | 79 | 0.756 | 0.734 | 8/26/2019 |
| 790021233 | Existing Customer | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2300.0 | 1598 | 702.0 | 0.813 | 4287 | 84 | 0.714 | 0.695 | 1/1/2021 |
| 711890808 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2526.0 | 2048 | 478.0 | 0.716 | 4267 | 72 | 0.800 | 0.811 | 10/20/2021 |
| 714164808 | Attrited Customer | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 4 | 3 | 2 | 2918.0 | 0 | 2918.0 | 0.559 | 2056 | 54 | 0.459 | 0.000 | 5/12/2020 |
| 825850383 | Existing Customer | 53 | F | 2 | Graduate | Single | Unknown | Blue | 49 | 4 | 2 | 3 | 6074.0 | 0 | 6074.0 | 0.697 | 4303 | 77 | 0.674 | 0.000 | 3/13/2020 |
| 789533133 | Existing Customer | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 5 | 1 | 2 | 4995.0 | 1766 | 3229.0 | 0.760 | 4389 | 82 | 0.864 | 0.354 | 5/23/2019 |
| 779523258 | Existing Customer | 34 | M | 2 | Graduate | Married | $40K - $60K | Blue | 17 | 6 | 2 | 1 | 3323.0 | 1062 | 2261.0 | 0.729 | 4610 | 78 | 0.773 | 0.320 | 5/23/2020 |
| 719617758 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 1 | 3 | 2464.0 | 1794 | 670.0 | 0.682 | 4610 | 76 | 0.900 | 0.728 | 7/17/2021 |
| 779858058 | Existing Customer | 34 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 18 | 4 | 1 | 3 | 2730.0 | 0 | 2730.0 | 0.648 | 4530 | 72 | 0.714 | 0.000 | 1/6/2022 |
| 710423358 | Existing Customer | 35 | F | 1 | College | Unknown | Unknown | Blue | 29 | 4 | 3 | 3 | 1438.3 | 966 | 472.3 | 0.871 | 5249 | 81 | 0.761 | 0.672 | 12/31/2019 |
| 710500983 | Attrited Customer | 43 | M | 2 | College | Single | $80K - $120K | Blue | 34 | 2 | 4 | 3 | 4617.0 | 1035 | 3582.0 | 0.360 | 1779 | 35 | 0.591 | 0.224 | 3/27/2022 |
| 711851583 | Existing Customer | 50 | M | 2 | Graduate | Married | $120K + | Blue | 42 | 6 | 2 | 1 | 8220.0 | 1015 | 7205.0 | 1.063 | 4794 | 77 | 0.878 | 0.123 | 11/21/2022 |
| 779405133 | Existing Customer | 40 | F | 3 | College | Single | Less than $40K | Blue | 29 | 4 | 3 | 1 | 5716.0 | 623 | 5093.0 | 0.673 | 4387 | 79 | 0.881 | 0.109 | 8/8/2020 |
| 719410083 | Existing Customer | 49 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1635.0 | 1220 | 415.0 | 0.565 | 4807 | 56 | 0.931 | 0.746 | 3/5/2020 |
| 796196733 | Existing Customer | 52 | F | 2 | Unknown | Single | $40K - $60K | Blue | 46 | 4 | 2 | 3 | 4259.0 | 0 | 4259.0 | 0.590 | 4389 | 80 | 0.702 | 0.000 | 7/27/2022 |
| 711904008 | Attrited Customer | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 5 | 5869.0 | 0 | 5869.0 | 0.642 | 2203 | 41 | 0.519 | 0.000 | 6/1/2019 |
| 717666783 | Attrited Customer | 56 | F | 3 | College | Single | Less than $40K | Blue | 46 | 1 | 3 | 3 | 2272.0 | 1350 | 922.0 | 0.762 | 2354 | 49 | 0.960 | 0.594 | 8/13/2021 |
| 719911458 | Existing Customer | 49 | F | 5 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2598.0 | 1848 | 750.0 | 0.547 | 4396 | 78 | 0.814 | 0.711 | 1/5/2021 |
| 787506558 | Existing Customer | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 38 | 4 | 1 | 1 | 10762.0 | 703 | 10059.0 | 0.548 | 4509 | 71 | 0.543 | 0.065 | 9/9/2022 |
| 719046558 | Existing Customer | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 1982.0 | 1751 | 231.0 | 0.843 | 4313 | 62 | 0.676 | 0.883 | 1/7/2021 |
| 708291633 | Existing Customer | 33 | F | 2 | Doctorate | Unknown | Unknown | Blue | 21 | 3 | 3 | 3 | 4651.0 | 2499 | 2152.0 | 0.766 | 5097 | 79 | 0.795 | 0.537 | 10/22/2019 |
| 720731808 | Attrited Customer | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 3 | 4 | 2437.0 | 0 | 2437.0 | 0.912 | 3068 | 53 | 0.656 | 0.000 | 4/28/2020 |
| 745124658 | Existing Customer | 42 | F | 3 | High School | Single | Less than $40K | Blue | 35 | 5 | 2 | 1 | 2563.0 | 1579 | 984.0 | 0.924 | 4838 | 70 | 0.707 | 0.616 | 7/17/2021 |
| 789907533 | Attrited Customer | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 2 | 3 | 4576.0 | 193 | 4383.0 | 0.850 | 3100 | 54 | 0.742 | 0.042 | 3/6/2021 |
| 716466483 | Existing Customer | 44 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 2245.0 | 1342 | 903.0 | 0.687 | 4624 | 87 | 0.706 | 0.598 | 9/8/2022 |
| 715919283 | Attrited Customer | 39 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 1776.0 | 0 | 1776.0 | 0.518 | 2201 | 31 | 0.292 | 0.000 | 2/15/2019 |
| 756736008 | Existing Customer | 45 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 2911.0 | 1471 | 1440.0 | 0.871 | 4450 | 62 | 0.771 | 0.505 | 7/3/2021 |
| 772857558 | Existing Customer | 47 | M | 4 | Graduate | Married | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 2257.0 | 896 | 1361.0 | 0.680 | 4618 | 94 | 0.516 | 0.397 | 11/9/2020 |
| 709246683 | Existing Customer | 62 | M | 1 | Unknown | Single | Unknown | Blue | 36 | 5 | 1 | 1 | 18457.0 | 2248 | 16209.0 | 0.578 | 3603 | 69 | 0.643 | 0.122 | 8/12/2022 |
| 714559458 | Attrited Customer | 46 | M | 4 | College | Married | $60K - $80K | Blue | 36 | 4 | 2 | 1 | 1681.0 | 0 | 1681.0 | 0.464 | 1953 | 48 | 0.500 | 0.000 | 6/30/2020 |
| 778405458 | Existing Customer | 52 | F | 2 | High School | Single | Unknown | Blue | 32 | 6 | 1 | 3 | 1461.0 | 0 | 1461.0 | 0.676 | 4633 | 80 | 0.778 | 0.000 | 1/13/2019 |
| 772150983 | Attrited Customer | 48 | F | 3 | High School | Unknown | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2363.0 | 978 | 1385.0 | 0.662 | 2635 | 40 | 0.538 | 0.414 | 7/21/2021 |
| 715128408 | Existing Customer | 49 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.3 | 863 | 575.3 | 0.605 | 4482 | 67 | 0.914 | 0.600 | 11/24/2021 |
| 717856983 | Existing Customer | 42 | F | 5 | Uneducated | Married | Unknown | Blue | 29 | 3 | 2 | 3 | 1840.0 | 1267 | 573.0 | 0.605 | 4515 | 76 | 0.490 | 0.689 | 1/2/2021 |
| 778231983 | Existing Customer | 49 | F | 4 | Unknown | Single | $40K - $60K | Blue | 39 | 6 | 2 | 3 | 7382.0 | 1326 | 6056.0 | 0.806 | 4792 | 65 | 0.667 | 0.180 | 4/24/2022 |
| 823908858 | Existing Customer | 51 | M | 4 | Unknown | Married | $80K - $120K | Blue | 47 | 4 | 3 | 2 | 3861.0 | 622 | 3239.0 | 0.794 | 4816 | 81 | 0.976 | 0.161 | 2/20/2021 |
| 798011733 | Existing Customer | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 1 | 2 | 1562.0 | 751 | 811.0 | 0.925 | 4574 | 81 | 0.976 | 0.481 | 9/26/2020 |
| 717945108 | Existing Customer | 49 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 3088.0 | 1477 | 1611.0 | 0.748 | 5095 | 77 | 0.833 | 0.478 | 3/22/2020 |
| 712560558 | Existing Customer | 55 | F | 3 | College | Single | Less than $40K | Blue | 42 | 5 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.612 | 4660 | 87 | 0.891 | 0.000 | 5/18/2021 |
| 711391308 | Existing Customer | 46 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 34 | 6 | 3 | 3 | 2168.0 | 1704 | 464.0 | 0.725 | 4584 | 92 | 0.769 | 0.786 | 6/23/2022 |
| 717688233 | Existing Customer | 34 | F | 4 | High School | Married | $40K - $60K | Blue | 28 | 6 | 1 | 0 | 2432.0 | 851 | 1581.0 | 0.873 | 4760 | 69 | 0.917 | 0.350 | 1/24/2021 |
| 721093608 | Existing Customer | 44 | M | 2 | High School | Single | $40K - $60K | Blue | 31 | 5 | 1 | 1 | 2197.0 | 0 | 2197.0 | 0.921 | 4548 | 64 | 0.641 | 0.000 | 6/19/2019 |
| 712669983 | Existing Customer | 39 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 10009.0 | 1604 | 8405.0 | 0.449 | 4347 | 75 | 0.786 | 0.160 | 9/18/2020 |
| 790017858 | Existing Customer | 47 | F | 3 | Post-Graduate | Unknown | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 3979.0 | 1319 | 2660.0 | 0.850 | 4598 | 67 | 0.634 | 0.331 | 2/17/2020 |
| 712012758 | Existing Customer | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 1 | 3 | 2189.0 | 1860 | 329.0 | 0.834 | 4195 | 81 | 0.653 | 0.850 | 5/7/2022 |
| 720249183 | Existing Customer | 46 | F | 2 | Graduate | Single | Unknown | Blue | 31 | 5 | 2 | 3 | 8243.0 | 927 | 7316.0 | 0.568 | 4503 | 90 | 0.765 | 0.112 | 5/12/2020 |
| 821813058 | Existing Customer | 42 | M | 1 | High School | Divorced | $80K - $120K | Blue | 38 | 4 | 2 | 1 | 11946.0 | 1172 | 10774.0 | 0.614 | 4862 | 77 | 0.878 | 0.098 | 1/26/2021 |
| 778152108 | Existing Customer | 31 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 4 | 2 | 3 | 2239.0 | 1256 | 983.0 | 0.605 | 4986 | 83 | 0.976 | 0.561 | 1/23/2020 |
| 720563958 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Unknown | Blue | 38 | 6 | 1 | 3 | 4025.0 | 0 | 4025.0 | 0.887 | 4445 | 92 | 0.673 | 0.000 | 7/29/2021 |
| 719633508 | Existing Customer | 52 | F | 1 | Doctorate | Married | Less than $40K | Blue | 39 | 3 | 1 | 1 | 1663.0 | 0 | 1663.0 | 0.707 | 4875 | 86 | 0.654 | 0.000 | 7/2/2020 |
| 716689383 | Existing Customer | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 4 | 1 | 1 | 3649.0 | 929 | 2720.0 | 0.633 | 3964 | 77 | 0.750 | 0.255 | 1/9/2021 |
| 711420258 | Existing Customer | 43 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.705 | 4432 | 71 | 0.651 | 0.000 | 7/27/2020 |
| 713177808 | Existing Customer | 57 | F | 3 | College | Single | Less than $40K | Blue | 51 | 5 | 1 | 0 | 2894.0 | 0 | 2894.0 | 0.886 | 5405 | 87 | 0.706 | 0.000 | 4/16/2019 |
| 708897408 | Existing Customer | 46 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 1621.0 | 787 | 834.0 | 0.551 | 4719 | 73 | 0.738 | 0.486 | 9/5/2019 |
| 710855508 | Existing Customer | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 4 | 3 | 1 | 2740.0 | 1786 | 954.0 | 0.597 | 4327 | 70 | 1.333 | 0.652 | 1/20/2020 |
| 710115108 | Existing Customer | 45 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 5562.0 | 1556 | 4006.0 | 0.751 | 4568 | 76 | 0.767 | 0.280 | 7/30/2022 |
| 713920158 | Attrited Customer | 41 | F | 3 | Uneducated | Unknown | Unknown | Blue | 36 | 2 | 3 | 1 | 13733.0 | 0 | 13733.0 | 0.325 | 1591 | 30 | 0.875 | 0.000 | 5/29/2022 |
| 715303608 | Existing Customer | 46 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2374.0 | 1332 | 1042.0 | 0.686 | 4253 | 81 | 0.884 | 0.561 | 1/22/2022 |
| 710897133 | Existing Customer | 51 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2267.0 | 1357 | 910.0 | 0.697 | 4464 | 85 | 0.735 | 0.599 | 9/19/2022 |
| 772813458 | Existing Customer | 48 | F | 3 | Graduate | Married | Unknown | Blue | 39 | 3 | 1 | 2 | 6130.0 | 1741 | 4389.0 | 0.578 | 4264 | 63 | 0.658 | 0.284 | 11/28/2020 |
| 712998033 | Attrited Customer | 37 | M | 3 | High School | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 7361.0 | 0 | 7361.0 | 0.590 | 2109 | 44 | 0.571 | 0.000 | 1/23/2020 |
| 712843983 | Attrited Customer | 41 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1569.0 | 257 | 1312.0 | 0.408 | 2288 | 45 | 0.667 | 0.164 | 1/9/2020 |
| 717947508 | Existing Customer | 47 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 34 | 5 | 1 | 3 | 1626.0 | 1013 | 613.0 | 0.826 | 5262 | 83 | 0.729 | 0.623 | 6/8/2020 |
| 719279208 | Existing Customer | 35 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2158.0 | 1299 | 859.0 | 0.733 | 4946 | 73 | 0.973 | 0.602 | 9/5/2022 |
| 711365133 | Existing Customer | 43 | M | 1 | Unknown | Single | $60K - $80K | Blue | 31 | 4 | 3 | 1 | 2283.0 | 1470 | 813.0 | 0.935 | 5100 | 76 | 0.689 | 0.644 | 1/26/2021 |
| 720328008 | Existing Customer | 57 | F | 1 | High School | Unknown | $40K - $60K | Blue | 42 | 3 | 1 | 1 | 2542.0 | 1884 | 658.0 | 0.715 | 4518 | 88 | 1.095 | 0.741 | 5/5/2019 |
| 718183833 | Existing Customer | 30 | F | 1 | Graduate | Single | Less than $40K | Blue | 18 | 4 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.600 | 4322 | 68 | 0.619 | 0.000 | 5/10/2020 |
| 717985158 | Existing Customer | 47 | M | 2 | Graduate | Unknown | $40K - $60K | Blue | 37 | 3 | 3 | 1 | 2335.0 | 1373 | 962.0 | 0.876 | 4267 | 81 | 0.653 | 0.588 | 9/7/2019 |
| 771928608 | Existing Customer | 34 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 23 | 6 | 1 | 1 | 2033.0 | 1832 | 201.0 | 0.938 | 4110 | 74 | 0.947 | 0.901 | 9/10/2020 |
| 713355708 | Existing Customer | 41 | F | 3 | High School | Married | Unknown | Blue | 31 | 4 | 6 | 3 | 4739.0 | 1878 | 2861.0 | 0.719 | 5238 | 84 | 0.826 | 0.396 | 5/8/2021 |
| 816761433 | Existing Customer | 36 | M | 2 | College | Single | $80K - $120K | Blue | 31 | 5 | 2 | 3 | 5821.0 | 764 | 5057.0 | 0.688 | 5291 | 96 | 0.684 | 0.131 | 9/22/2022 |
| 714245358 | Existing Customer | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2182.0 | 1566 | 616.0 | 0.574 | 3935 | 77 | 0.711 | 0.718 | 9/20/2020 |
| 716313858 | Existing Customer | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 4 | 0 | 3319.0 | 913 | 2406.0 | 0.612 | 4560 | 84 | 1.049 | 0.275 | 12/20/2022 |
| 714868608 | Existing Customer | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 3021.0 | 1530 | 1491.0 | 0.731 | 4105 | 76 | 0.767 | 0.506 | 3/31/2019 |
| 717273333 | Existing Customer | 49 | M | 5 | College | Married | $80K - $120K | Blue | 37 | 3 | 2 | 2 | 29219.0 | 0 | 29219.0 | 0.770 | 4575 | 84 | 0.680 | 0.000 | 3/5/2020 |
| 711631158 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 42 | 6 | 2 | 2 | 1438.3 | 869 | 569.3 | 0.821 | 4664 | 77 | 0.878 | 0.604 | 10/1/2022 |
| 714127383 | Attrited Customer | 48 | F | 3 | Unknown | Unknown | Unknown | Blue | 36 | 3 | 3 | 2 | 4431.0 | 2517 | 1914.0 | 0.499 | 2185 | 48 | 0.371 | 0.568 | 3/13/2020 |
| 790204983 | Existing Customer | 46 | F | 2 | Graduate | Married | Unknown | Blue | 40 | 4 | 5 | 3 | 3131.0 | 0 | 3131.0 | 0.811 | 4507 | 93 | 0.632 | 0.000 | 4/11/2021 |
| 822051858 | Existing Customer | 26 | F | 0 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 1 | 3 | 1486.0 | 0 | 1486.0 | 0.734 | 4535 | 82 | 0.907 | 0.000 | 11/12/2022 |
| 715144383 | Existing Customer | 40 | F | 3 | High School | Single | Unknown | Blue | 36 | 3 | 3 | 2 | 6384.0 | 2034 | 4350.0 | 0.493 | 4413 | 83 | 0.886 | 0.319 | 9/4/2021 |
| 717971208 | Existing Customer | 39 | F | 5 | Graduate | Single | Less than $40K | Blue | 28 | 3 | 3 | 2 | 2077.0 | 0 | 2077.0 | 0.590 | 3647 | 69 | 0.917 | 0.000 | 2/12/2019 |
| 718829358 | Existing Customer | 40 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 32 | 3 | 1 | 2 | 1956.0 | 958 | 998.0 | 0.789 | 4977 | 76 | 0.854 | 0.490 | 1/3/2022 |
| 779380908 | Attrited Customer | 51 | M | 1 | Unknown | Married | $80K - $120K | Blue | 39 | 4 | 3 | 4 | 24462.0 | 946 | 23516.0 | 0.475 | 1709 | 37 | 0.542 | 0.039 | 1/15/2022 |
| 714144258 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 1 | 2725.0 | 2517 | 208.0 | 0.482 | 4430 | 66 | 0.692 | 0.924 | 8/31/2021 |
| 797666358 | Existing Customer | 46 | F | 4 | Uneducated | Unknown | $40K - $60K | Blue | 40 | 6 | 3 | 1 | 1474.0 | 843 | 631.0 | 0.751 | 4452 | 65 | 1.097 | 0.572 | 4/30/2022 |
| 709965858 | Existing Customer | 46 | M | 1 | High School | Married | $120K + | Blue | 28 | 4 | 3 | 3 | 9880.0 | 1792 | 8088.0 | 0.804 | 4609 | 80 | 0.951 | 0.181 | 3/22/2022 |
| 779980758 | Existing Customer | 58 | M | 2 | High School | Divorced | $60K - $80K | Blue | 46 | 6 | 2 | 0 | 2467.0 | 1176 | 1291.0 | 0.811 | 4744 | 73 | 0.921 | 0.477 | 2/20/2021 |
| 811775883 | Existing Customer | 46 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 41 | 4 | 2 | 1 | 5397.0 | 2336 | 3061.0 | 0.670 | 4734 | 96 | 0.846 | 0.433 | 1/20/2020 |
| 799720158 | Existing Customer | 50 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 3370.0 | 1133 | 2237.0 | 0.722 | 4726 | 86 | 0.686 | 0.336 | 3/29/2022 |
| 713011683 | Attrited Customer | 37 | F | 3 | College | Married | Unknown | Blue | 24 | 4 | 2 | 4 | 11239.0 | 0 | 11239.0 | 0.320 | 2055 | 43 | 0.162 | 0.000 | 1/6/2020 |
| 713503983 | Existing Customer | 55 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 2240.0 | 1231 | 1009.0 | 0.637 | 3623 | 71 | 0.690 | 0.550 | 9/13/2020 |
| 712137033 | Existing Customer | 52 | F | 2 | College | Married | Unknown | Blue | 45 | 5 | 1 | 2 | 2737.0 | 1719 | 1018.0 | 0.657 | 4725 | 63 | 0.615 | 0.628 | 11/12/2019 |
| 715910883 | Existing Customer | 48 | F | 1 | High School | Married | Less than $40K | Blue | 40 | 5 | 4 | 3 | 4170.0 | 1384 | 2786.0 | 0.770 | 4532 | 94 | 0.649 | 0.332 | 1/11/2022 |
| 718142958 | Existing Customer | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 27 | 3 | 3 | 2 | 21839.0 | 960 | 20879.0 | 0.566 | 5623 | 94 | 0.516 | 0.044 | 1/12/2022 |
| 719359458 | Existing Customer | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 6 | 3 | 2 | 1991.0 | 0 | 1991.0 | 0.954 | 4527 | 66 | 0.610 | 0.000 | 5/6/2022 |
| 714869958 | Existing Customer | 55 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 6 | 2 | 3 | 29795.0 | 2364 | 27431.0 | 0.759 | 3949 | 71 | 0.919 | 0.079 | 5/9/2019 |
| 771163533 | Existing Customer | 52 | F | 1 | Unknown | Married | $40K - $60K | Blue | 39 | 3 | 2 | 1 | 1438.3 | 635 | 803.3 | 0.744 | 4617 | 79 | 0.927 | 0.441 | 5/1/2019 |
| 709028208 | Existing Customer | 44 | F | 2 | Graduate | Married | Unknown | Blue | 37 | 6 | 3 | 2 | 24221.0 | 1274 | 22947.0 | 0.452 | 3361 | 63 | 0.853 | 0.053 | 5/25/2021 |
| 719834208 | Existing Customer | 42 | M | 2 | Graduate | Married | $60K - $80K | Blue | 35 | 6 | 1 | 2 | 2131.0 | 1288 | 843.0 | 0.797 | 4264 | 81 | 0.841 | 0.604 | 12/12/2022 |
| 779305008 | Existing Customer | 41 | F | 4 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 2787.0 | 2053 | 734.0 | 0.760 | 4949 | 76 | 0.551 | 0.737 | 7/30/2020 |
| 714506583 | Existing Customer | 48 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 38 | 4 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.647 | 4601 | 78 | 0.625 | 0.000 | 12/4/2021 |
| 712677633 | Attrited Customer | 42 | F | 0 | Uneducated | Divorced | Unknown | Blue | 31 | 3 | 3 | 4 | 2712.0 | 0 | 2712.0 | 0.724 | 2307 | 28 | 0.474 | 0.000 | 10/25/2020 |
| 708450033 | Existing Customer | 43 | F | 3 | High School | Unknown | Less than $40K | Blue | 13 | 6 | 2 | 1 | 2605.0 | 2269 | 336.0 | 0.881 | 5298 | 79 | 0.837 | 0.871 | 9/19/2020 |
| 719606133 | Existing Customer | 42 | M | 2 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 2 | 1 | 5169.0 | 2296 | 2873.0 | 0.773 | 4656 | 88 | 0.796 | 0.444 | 2/4/2021 |
| 789772983 | Existing Customer | 49 | M | 3 | College | Unknown | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 4694.0 | 0 | 4694.0 | 0.582 | 3798 | 56 | 1.240 | 0.000 | 8/4/2021 |
| 720656883 | Existing Customer | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 40 | 3 | 3 | 1 | 1848.0 | 501 | 1347.0 | 0.653 | 4600 | 69 | 0.683 | 0.271 | 9/1/2019 |
| 718108758 | Existing Customer | 43 | M | 2 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 6039.0 | 1759 | 4280.0 | 0.479 | 4538 | 86 | 0.654 | 0.291 | 6/22/2020 |
| 709408983 | Existing Customer | 54 | M | 2 | High School | Married | $120K + | Blue | 42 | 3 | 2 | 3 | 5256.0 | 889 | 4367.0 | 0.559 | 5078 | 91 | 0.685 | 0.169 | 8/8/2022 |
| 771592458 | Existing Customer | 48 | F | 1 | Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1708.0 | 1059 | 649.0 | 0.764 | 4880 | 79 | 0.795 | 0.620 | 7/24/2022 |
| 778932633 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 2 | 1629.0 | 1185 | 444.0 | 0.766 | 4897 | 83 | 0.886 | 0.727 | 4/24/2021 |
| 708669408 | Existing Customer | 54 | M | 5 | College | Single | $60K - $80K | Blue | 45 | 6 | 1 | 3 | 20401.0 | 0 | 20401.0 | 0.723 | 4637 | 75 | 0.562 | 0.000 | 1/3/2020 |
| 779947908 | Existing Customer | 56 | M | 2 | Graduate | Divorced | $120K + | Blue | 45 | 3 | 3 | 1 | 3296.0 | 1435 | 1861.0 | 0.968 | 4327 | 66 | 0.737 | 0.435 | 4/1/2020 |
| 716007708 | Existing Customer | 48 | M | 2 | Graduate | Married | $120K + | Blue | 37 | 3 | 1 | 2 | 8956.0 | 1279 | 7677.0 | 0.864 | 4814 | 73 | 1.212 | 0.143 | 10/10/2020 |
| 767574108 | Existing Customer | 49 | F | 1 | College | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 1438.3 | 786 | 652.3 | 0.609 | 4094 | 64 | 0.561 | 0.546 | 12/12/2022 |
| 720777558 | Existing Customer | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 38 | 6 | 2 | 2 | 2671.0 | 1713 | 958.0 | 0.732 | 4519 | 79 | 0.795 | 0.641 | 9/22/2021 |
| 816841083 | Existing Customer | 58 | F | 3 | College | Married | Less than $40K | Blue | 53 | 4 | 3 | 1 | 2493.0 | 1566 | 927.0 | 0.767 | 4867 | 90 | 0.607 | 0.628 | 1/3/2021 |
| 778849908 | Existing Customer | 59 | F | 1 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 3 | 1 | 2687.0 | 2452 | 235.0 | 0.817 | 4697 | 81 | 0.761 | 0.913 | 11/16/2019 |
| 708745983 | Existing Customer | 37 | F | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2208.0 | 1559 | 649.0 | 0.510 | 4686 | 81 | 0.761 | 0.706 | 5/26/2020 |
| 713381433 | Attrited Customer | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 3 | 3 | 3 | 4196.0 | 731 | 3465.0 | 0.485 | 1868 | 30 | 0.200 | 0.174 | 6/16/2020 |
| 779404383 | Existing Customer | 47 | F | 5 | Uneducated | Divorced | Unknown | Blue | 36 | 6 | 2 | 3 | 12581.0 | 1235 | 11346.0 | 0.611 | 4427 | 76 | 1.303 | 0.098 | 5/7/2022 |
| 718607883 | Existing Customer | 41 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 30 | 4 | 2 | 2 | 17890.0 | 2517 | 15373.0 | 0.983 | 4831 | 81 | 0.800 | 0.141 | 8/24/2019 |
| 710542983 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 21 | 4 | 6 | 0 | 1930.0 | 0 | 1930.0 | 0.815 | 5033 | 87 | 0.582 | 0.000 | 6/4/2020 |
| 709769283 | Existing Customer | 36 | F | 4 | Unknown | Divorced | Unknown | Blue | 16 | 6 | 3 | 3 | 8513.0 | 0 | 8513.0 | 0.631 | 4162 | 70 | 1.000 | 0.000 | 8/16/2020 |
| 721253508 | Existing Customer | 40 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 9599.0 | 2356 | 7243.0 | 0.791 | 4754 | 84 | 0.680 | 0.245 | 12/2/2022 |
| 801037833 | Existing Customer | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 32 | 6 | 2 | 3 | 3192.0 | 2517 | 675.0 | 0.658 | 4236 | 87 | 0.891 | 0.789 | 8/6/2021 |
| 711452583 | Existing Customer | 43 | F | 4 | Graduate | Unknown | Unknown | Blue | 36 | 6 | 5 | 1 | 2778.0 | 2517 | 261.0 | 0.796 | 4575 | 60 | 0.714 | 0.906 | 2/11/2022 |
| 716697708 | Attrited Customer | 61 | F | 1 | High School | Single | Unknown | Blue | 52 | 3 | 2 | 4 | 3293.0 | 0 | 3293.0 | 0.838 | 3121 | 56 | 0.867 | 0.000 | 11/22/2021 |
| 708176208 | Existing Customer | 48 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 4 | 1 | 7268.0 | 0 | 7268.0 | 0.691 | 4199 | 80 | 0.905 | 0.000 | 3/6/2022 |
| 716474358 | Existing Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Blue | 35 | 5 | 3 | 2 | 1721.0 | 729 | 992.0 | 0.902 | 4853 | 74 | 0.644 | 0.424 | 6/23/2022 |
| 713121408 | Existing Customer | 38 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 5 | 3 | 2 | 3976.0 | 1667 | 2309.0 | 0.929 | 4372 | 69 | 0.683 | 0.419 | 8/10/2022 |
| 794567133 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 1954.0 | 808 | 1146.0 | 0.826 | 4897 | 70 | 0.795 | 0.414 | 9/7/2022 |
| 717609633 | Existing Customer | 44 | M | 3 | Unknown | Married | $120K + | Blue | 32 | 6 | 2 | 2 | 12725.0 | 1759 | 10966.0 | 1.056 | 4139 | 58 | 0.812 | 0.138 | 3/26/2020 |
| 708899283 | Existing Customer | 40 | F | 3 | Uneducated | Single | Unknown | Blue | 28 | 3 | 3 | 3 | 2690.0 | 1935 | 755.0 | 0.593 | 4917 | 81 | 0.653 | 0.719 | 1/7/2019 |
| 772415808 | Existing Customer | 48 | F | 5 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 3 | 3 | 1 | 2926.0 | 716 | 2210.0 | 0.949 | 4219 | 78 | 0.592 | 0.245 | 11/23/2020 |
| 716176683 | Existing Customer | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 1 | 1 | 2371.0 | 1748 | 623.0 | 0.663 | 4460 | 78 | 1.053 | 0.737 | 4/30/2022 |
| 709245783 | Existing Customer | 44 | F | 3 | Graduate | Married | Unknown | Blue | 27 | 5 | 1 | 1 | 7751.0 | 1965 | 5786.0 | 0.782 | 4543 | 90 | 0.731 | 0.254 | 7/3/2021 |
| 720507108 | Attrited Customer | 42 | F | 3 | College | Married | Less than $40K | Blue | 28 | 3 | 3 | 2 | 1601.0 | 0 | 1601.0 | 0.630 | 2339 | 41 | 0.414 | 0.000 | 10/31/2022 |
| 716751858 | Attrited Customer | 34 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2401.0 | 496 | 1905.0 | 0.647 | 2597 | 40 | 0.379 | 0.207 | 8/18/2022 |
| 712829808 | Attrited Customer | 39 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 29 | 4 | 3 | 4 | 2187.0 | 0 | 2187.0 | 0.467 | 2031 | 40 | 0.333 | 0.000 | 1/28/2022 |
| 711900033 | Existing Customer | 57 | F | 0 | Doctorate | Married | Unknown | Blue | 46 | 5 | 2 | 1 | 4661.0 | 1734 | 2927.0 | 0.789 | 5242 | 81 | 1.382 | 0.372 | 2/22/2020 |
| 712566258 | Existing Customer | 40 | F | 2 | Post-Graduate | Divorced | Unknown | Blue | 27 | 6 | 3 | 1 | 8494.0 | 2023 | 6471.0 | 0.871 | 4486 | 77 | 0.974 | 0.238 | 3/6/2022 |
| 712732908 | Existing Customer | 36 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 1 | 2262.0 | 1450 | 812.0 | 0.735 | 4116 | 84 | 0.787 | 0.641 | 12/1/2022 |
| 717908208 | Existing Customer | 43 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 1 | 2 | 2525.0 | 1595 | 930.0 | 0.780 | 4859 | 82 | 0.864 | 0.632 | 6/4/2021 |
| 826136283 | Existing Customer | 38 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 3 | 3 | 2 | 2450.0 | 1981 | 469.0 | 0.712 | 4352 | 66 | 0.784 | 0.809 | 3/16/2019 |
| 778714833 | Existing Customer | 36 | F | 4 | College | Married | Unknown | Blue | 18 | 4 | 3 | 2 | 3926.0 | 1760 | 2166.0 | 0.874 | 4890 | 92 | 0.704 | 0.448 | 7/16/2020 |
| 779302233 | Attrited Customer | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.695 | 2502 | 45 | 0.452 | 0.000 | 1/31/2022 |
| 778659108 | Existing Customer | 51 | F | 2 | High School | Single | Unknown | Blue | 31 | 6 | 2 | 1 | 4789.0 | 2203 | 2586.0 | 0.847 | 4718 | 81 | 0.976 | 0.460 | 6/17/2022 |
| 720374808 | Existing Customer | 41 | F | 2 | Unknown | Unknown | Less than $40K | Blue | 34 | 6 | 3 | 3 | 2864.0 | 1928 | 936.0 | 0.769 | 4641 | 78 | 0.660 | 0.673 | 6/17/2019 |
| 719592483 | Existing Customer | 43 | F | 5 | Graduate | Single | Unknown | Blue | 34 | 6 | 6 | 3 | 4607.0 | 2440 | 2167.0 | 0.646 | 4825 | 77 | 0.878 | 0.530 | 6/30/2022 |
| 714702033 | Existing Customer | 43 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 34 | 5 | 3 | 3 | 1971.0 | 979 | 992.0 | 1.024 | 5446 | 75 | 0.974 | 0.497 | 1/19/2020 |
| 717042333 | Attrited Customer | 53 | F | 2 | College | Married | Less than $40K | Blue | 44 | 3 | 3 | 3 | 1473.0 | 0 | 1473.0 | 0.920 | 2836 | 48 | 0.600 | 0.000 | 8/15/2021 |
| 779122908 | Existing Customer | 55 | F | 3 | Graduate | Single | $40K - $60K | Blue | 37 | 5 | 1 | 2 | 3187.0 | 1437 | 1750.0 | 0.790 | 4511 | 82 | 0.822 | 0.451 | 12/31/2020 |
| 710676483 | Existing Customer | 38 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 5589.0 | 0 | 5589.0 | 0.787 | 4064 | 77 | 0.711 | 0.000 | 7/24/2021 |
| 827712108 | Existing Customer | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 1 | 2 | 2346.0 | 1373 | 973.0 | 0.730 | 4432 | 72 | 0.756 | 0.585 | 6/14/2019 |
| 769200858 | Existing Customer | 34 | F | 4 | Graduate | Single | Less than $40K | Blue | 28 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.726 | 4626 | 86 | 0.792 | 0.000 | 6/18/2022 |
| 779114283 | Existing Customer | 40 | F | 5 | High School | Single | Less than $40K | Blue | 22 | 3 | 1 | 2 | 1826.0 | 944 | 882.0 | 0.686 | 4528 | 65 | 0.667 | 0.517 | 8/4/2022 |
| 771061008 | Attrited Customer | 40 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 2208.0 | 0 | 2208.0 | 0.695 | 2659 | 56 | 0.806 | 0.000 | 7/20/2022 |
| 716201133 | Existing Customer | 35 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1476.0 | 0 | 1476.0 | 0.592 | 4279 | 76 | 0.767 | 0.000 | 1/7/2019 |
| 817968783 | Existing Customer | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 46 | 6 | 3 | 1 | 2927.0 | 1499 | 1428.0 | 0.649 | 4670 | 70 | 0.944 | 0.512 | 12/10/2022 |
| 826480308 | Existing Customer | 53 | M | 3 | Graduate | Unknown | $80K - $120K | Blue | 49 | 5 | 2 | 1 | 4778.0 | 1869 | 2909.0 | 0.743 | 5489 | 74 | 0.805 | 0.391 | 8/14/2021 |
| 720307683 | Existing Customer | 43 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.3 | 743 | 695.3 | 0.624 | 4484 | 78 | 0.625 | 0.517 | 8/21/2020 |
| 709618308 | Existing Customer | 46 | F | 3 | High School | Single | $40K - $60K | Silver | 40 | 4 | 3 | 1 | 16239.0 | 1487 | 14752.0 | 0.531 | 3838 | 48 | 0.600 | 0.092 | 9/30/2020 |
| 710119233 | Existing Customer | 37 | M | 1 | High School | Married | $120K + | Blue | 26 | 5 | 2 | 1 | 11726.0 | 1925 | 9801.0 | 0.855 | 4186 | 63 | 0.703 | 0.164 | 8/14/2022 |
| 789419658 | Existing Customer | 47 | F | 4 | College | Married | Unknown | Blue | 38 | 3 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.680 | 4503 | 89 | 0.978 | 0.000 | 12/1/2021 |
| 789800358 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 2647.0 | 1288 | 1359.0 | 0.765 | 4730 | 78 | 0.857 | 0.487 | 1/22/2020 |
| 715466133 | Existing Customer | 50 | F | 1 | Doctorate | Married | Unknown | Blue | 40 | 3 | 3 | 1 | 2492.0 | 1410 | 1082.0 | 0.835 | 4374 | 75 | 0.974 | 0.566 | 2/4/2020 |
| 717659883 | Existing Customer | 46 | F | 2 | Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 2418.0 | 1106 | 1312.0 | 0.963 | 3541 | 64 | 0.882 | 0.457 | 10/22/2020 |
| 781942983 | Existing Customer | 50 | M | 1 | Unknown | Single | $120K + | Blue | 44 | 5 | 3 | 1 | 17827.0 | 0 | 17827.0 | 0.846 | 5010 | 88 | 0.725 | 0.000 | 5/24/2021 |
| 712755783 | Existing Customer | 49 | F | 1 | Graduate | Divorced | $40K - $60K | Blue | 40 | 3 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.675 | 3886 | 77 | 0.750 | 0.000 | 12/12/2019 |
| 779551533 | Existing Customer | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 4 | 3 | 3 | 1764.0 | 0 | 1764.0 | 0.651 | 4857 | 92 | 0.804 | 0.000 | 12/26/2022 |
| 714405183 | Existing Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1776.0 | 1519 | 257.0 | 0.917 | 4295 | 60 | 0.622 | 0.855 | 2/10/2021 |
| 801783108 | Existing Customer | 46 | M | 3 | College | Married | $120K + | Blue | 40 | 6 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.681 | 4833 | 69 | 0.769 | 0.000 | 11/1/2021 |
| 779839758 | Existing Customer | 47 | F | 2 | Post-Graduate | Single | Unknown | Blue | 31 | 3 | 2 | 3 | 1491.0 | 0 | 1491.0 | 0.716 | 4634 | 92 | 0.804 | 0.000 | 10/1/2022 |
| 820648608 | Existing Customer | 46 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2552.0 | 1879 | 673.0 | 0.888 | 4153 | 79 | 0.795 | 0.736 | 2/12/2020 |
| 787587033 | Existing Customer | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2996.0 | 1992 | 1004.0 | 0.948 | 4463 | 87 | 0.740 | 0.665 | 8/27/2019 |
| 813967983 | Existing Customer | 44 | F | 2 | College | Married | $40K - $60K | Blue | 39 | 4 | 1 | 2 | 1701.0 | 775 | 926.0 | 0.847 | 4471 | 71 | 0.614 | 0.456 | 3/23/2021 |
| 718067658 | Existing Customer | 53 | F | 3 | Unknown | Single | Unknown | Blue | 40 | 6 | 3 | 1 | 3998.0 | 0 | 3998.0 | 0.638 | 4223 | 79 | 0.717 | 0.000 | 10/9/2020 |
| 709952658 | Existing Customer | 46 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 33 | 6 | 3 | 2 | 3025.0 | 2491 | 534.0 | 0.450 | 4460 | 62 | 0.722 | 0.823 | 7/31/2021 |
| 720824883 | Attrited Customer | 48 | F | 1 | Unknown | Single | Less than $40K | Blue | 40 | 3 | 1 | 2 | 3251.0 | 2517 | 734.0 | 0.739 | 2483 | 50 | 0.471 | 0.774 | 6/27/2022 |
| 789631908 | Existing Customer | 51 | M | 4 | High School | Single | $60K - $80K | Blue | 45 | 3 | 1 | 2 | 3031.0 | 1787 | 1244.0 | 1.006 | 4690 | 85 | 0.700 | 0.590 | 3/12/2021 |
| 789089958 | Existing Customer | 57 | M | 2 | High School | Single | $60K - $80K | Silver | 45 | 5 | 2 | 3 | 33211.0 | 0 | 33211.0 | 0.732 | 3662 | 81 | 0.761 | 0.000 | 12/10/2019 |
| 715847058 | Attrited Customer | 59 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1863.0 | 1853 | 10.0 | 0.829 | 2462 | 40 | 0.290 | 0.995 | 6/18/2019 |
| 721256808 | Existing Customer | 35 | F | 2 | Unknown | Single | Less than $40K | Blue | 20 | 6 | 1 | 2 | 2691.0 | 1935 | 756.0 | 0.681 | 4365 | 86 | 0.911 | 0.719 | 3/12/2019 |
| 721269108 | Existing Customer | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 3 | 3 | 2288.0 | 1249 | 1039.0 | 0.605 | 4504 | 87 | 0.706 | 0.546 | 1/17/2019 |
| 712770408 | Attrited Customer | 42 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3413.0 | 0 | 3413.0 | 0.593 | 2285 | 40 | 0.429 | 0.000 | 10/5/2021 |
| 767958933 | Existing Customer | 40 | M | 4 | College | Married | $40K - $60K | Silver | 34 | 3 | 2 | 1 | 15471.0 | 1291 | 14180.0 | 0.651 | 3993 | 77 | 0.674 | 0.083 | 2/10/2019 |
| 779866458 | Existing Customer | 40 | F | 5 | Uneducated | Married | Less than $40K | Blue | 24 | 6 | 1 | 1 | 2038.0 | 793 | 1245.0 | 0.682 | 3513 | 67 | 0.634 | 0.389 | 5/15/2020 |
| 721246833 | Existing Customer | 47 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1953.0 | 1089 | 864.0 | 0.859 | 4636 | 70 | 0.707 | 0.558 | 11/29/2020 |
| 710752233 | Attrited Customer | 43 | F | 5 | High School | Unknown | $40K - $60K | Blue | 24 | 3 | 2 | 2 | 4430.0 | 2203 | 2227.0 | 1.046 | 2742 | 49 | 0.400 | 0.497 | 3/14/2021 |
| 709813008 | Existing Customer | 44 | F | 3 | High School | Unknown | Less than $40K | Blue | 35 | 5 | 3 | 0 | 3398.0 | 2415 | 983.0 | 0.891 | 4509 | 93 | 0.661 | 0.711 | 11/12/2021 |
| 710219658 | Existing Customer | 48 | F | 3 | Doctorate | Married | Unknown | Blue | 44 | 4 | 3 | 3 | 2021.0 | 1186 | 835.0 | 0.616 | 4633 | 74 | 0.574 | 0.587 | 7/24/2020 |
| 789121233 | Existing Customer | 53 | F | 2 | Unknown | Single | Less than $40K | Blue | 41 | 5 | 1 | 3 | 2329.0 | 2290 | 39.0 | 0.533 | 4609 | 76 | 0.767 | 0.983 | 5/17/2020 |
| 715146558 | Attrited Customer | 34 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1696.0 | 0 | 1696.0 | 0.782 | 2325 | 56 | 0.556 | 0.000 | 10/27/2021 |
| 720205608 | Existing Customer | 52 | F | 1 | Uneducated | Married | Unknown | Blue | 36 | 6 | 1 | 1 | 4222.0 | 0 | 4222.0 | 0.523 | 4487 | 77 | 1.081 | 0.000 | 12/23/2022 |
| 778606308 | Attrited Customer | 45 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 25 | 2 | 2 | 3 | 6614.0 | 1881 | 4733.0 | 0.737 | 3016 | 51 | 0.645 | 0.284 | 9/2/2022 |
| 710438358 | Attrited Customer | 42 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 3241.0 | 0 | 3241.0 | 0.442 | 2152 | 43 | 0.303 | 0.000 | 10/22/2022 |
| 712562433 | Attrited Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 4204.0 | 0 | 4204.0 | 0.703 | 2316 | 43 | 0.536 | 0.000 | 1/27/2022 |
| 718186233 | Existing Customer | 34 | F | 3 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 2 | 3 | 3234.0 | 971 | 2263.0 | 0.790 | 3989 | 71 | 0.868 | 0.300 | 6/28/2019 |
| 713717283 | Attrited Customer | 40 | F | 3 | Unknown | Single | $40K - $60K | Blue | 29 | 3 | 3 | 3 | 2473.0 | 2332 | 141.0 | 0.293 | 1738 | 32 | 0.455 | 0.943 | 6/3/2022 |
| 713822208 | Attrited Customer | 42 | M | 2 | High School | Single | $60K - $80K | Blue | 33 | 3 | 3 | 3 | 4836.0 | 493 | 4343.0 | 0.417 | 1870 | 45 | 0.406 | 0.102 | 9/26/2020 |
| 710466633 | Existing Customer | 55 | F | 3 | High School | Married | Less than $40K | Blue | 44 | 5 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.575 | 4755 | 76 | 0.900 | 0.000 | 6/23/2021 |
| 711153783 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1438.3 | 541 | 897.3 | 0.821 | 4173 | 70 | 1.188 | 0.376 | 1/16/2020 |
| 718230933 | Attrited Customer | 45 | M | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1438.3 | 1060 | 378.3 | 0.301 | 1253 | 29 | 0.318 | 0.737 | 10/3/2019 |
| 788885133 | Existing Customer | 57 | F | 3 | College | Unknown | Less than $40K | Silver | 42 | 6 | 1 | 1 | 12675.0 | 2422 | 10253.0 | 0.642 | 3912 | 63 | 0.575 | 0.191 | 4/23/2020 |
| 711637458 | Attrited Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2228.0 | 0 | 2228.0 | 0.686 | 2523 | 45 | 0.607 | 0.000 | 6/24/2021 |
| 719532108 | Existing Customer | 40 | F | 5 | High School | Married | Less than $40K | Blue | 31 | 4 | 2 | 2 | 2813.0 | 2208 | 605.0 | 0.877 | 4491 | 68 | 0.744 | 0.785 | 3/1/2019 |
| 757643733 | Existing Customer | 42 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 3223.0 | 0 | 3223.0 | 0.593 | 4916 | 79 | 0.717 | 0.000 | 4/20/2022 |
| 715122858 | Existing Customer | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2653.0 | 0 | 2653.0 | 0.969 | 5052 | 81 | 0.761 | 0.000 | 11/17/2020 |
| 708384033 | Attrited Customer | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2745.0 | 2463 | 282.0 | 0.643 | 2466 | 39 | 0.345 | 0.897 | 10/10/2019 |
| 708273858 | Existing Customer | 40 | M | 3 | Graduate | Divorced | $120K + | Blue | 30 | 3 | 2 | 1 | 34516.0 | 0 | 34516.0 | 0.643 | 3734 | 80 | 0.860 | 0.000 | 9/14/2019 |
| 803952408 | Existing Customer | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 6 | 3 | 2 | 2516.0 | 1486 | 1030.0 | 0.503 | 3987 | 77 | 0.540 | 0.591 | 7/8/2022 |
| 778394358 | Existing Customer | 46 | F | 2 | High School | Divorced | Less than $40K | Blue | 26 | 4 | 3 | 1 | 1870.0 | 1785 | 85.0 | 0.696 | 4347 | 88 | 0.760 | 0.955 | 3/3/2021 |
| 713180433 | Existing Customer | 56 | F | 2 | Graduate | Single | Unknown | Blue | 48 | 5 | 3 | 2 | 3934.0 | 2517 | 1417.0 | 0.682 | 4837 | 87 | 0.673 | 0.640 | 9/18/2021 |
| 787458783 | Existing Customer | 49 | F | 4 | High School | Married | Less than $40K | Blue | 35 | 5 | 3 | 2 | 3038.0 | 2133 | 905.0 | 0.689 | 4784 | 83 | 0.694 | 0.702 | 1/27/2021 |
| 720315933 | Existing Customer | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 1982.0 | 1276 | 706.0 | 0.897 | 5136 | 76 | 0.949 | 0.644 | 12/10/2021 |
| 713677158 | Attrited Customer | 31 | F | 1 | Graduate | Divorced | Unknown | Blue | 22 | 2 | 2 | 3 | 1623.0 | 0 | 1623.0 | 0.501 | 2126 | 45 | 0.364 | 0.000 | 6/30/2020 |
| 739828308 | Existing Customer | 55 | M | 3 | Uneducated | Single | $120K + | Blue | 48 | 5 | 2 | 2 | 3088.0 | 1743 | 1345.0 | 0.766 | 3906 | 68 | 0.659 | 0.564 | 7/12/2019 |
| 720959058 | Existing Customer | 44 | F | 3 | Unknown | Single | Unknown | Blue | 33 | 5 | 3 | 1 | 8064.0 | 2417 | 5647.0 | 0.644 | 4412 | 67 | 0.861 | 0.300 | 4/18/2021 |
| 718090233 | Attrited Customer | 56 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 3 | 10016.0 | 1872 | 8144.0 | 0.735 | 2804 | 37 | 0.542 | 0.187 | 11/24/2021 |
| 789939558 | Existing Customer | 54 | F | 2 | College | Married | Unknown | Blue | 45 | 5 | 3 | 2 | 4523.0 | 1841 | 2682.0 | 0.534 | 5112 | 87 | 0.706 | 0.407 | 10/11/2021 |
| 714169908 | Existing Customer | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 1 | 1944.0 | 1140 | 804.0 | 0.582 | 4921 | 82 | 0.907 | 0.586 | 2/20/2021 |
| 796145133 | Existing Customer | 46 | F | 2 | Uneducated | Married | Unknown | Blue | 40 | 3 | 2 | 2 | 6083.0 | 1716 | 4367.0 | 0.618 | 4528 | 86 | 0.755 | 0.282 | 3/9/2021 |
| 789233808 | Existing Customer | 38 | F | 3 | Graduate | Married | Unknown | Blue | 27 | 6 | 2 | 2 | 2425.0 | 1396 | 1029.0 | 0.899 | 4568 | 74 | 0.897 | 0.576 | 12/8/2022 |
| 709071408 | Existing Customer | 56 | F | 5 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 2 | 1 | 2607.0 | 1702 | 905.0 | 0.802 | 4949 | 74 | 0.762 | 0.653 | 9/17/2020 |
| 815830083 | Existing Customer | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 48 | 6 | 2 | 1 | 1953.0 | 1215 | 738.0 | 0.667 | 4253 | 72 | 0.800 | 0.622 | 5/6/2022 |
| 715932708 | Existing Customer | 41 | M | 3 | Unknown | Unknown | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 5813.0 | 1614 | 4199.0 | 0.696 | 4365 | 75 | 0.875 | 0.278 | 2/8/2022 |
| 715281933 | Existing Customer | 43 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.689 | 4401 | 73 | 0.698 | 0.000 | 8/24/2019 |
| 787529583 | Attrited Customer | 41 | F | 5 | Unknown | Married | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1588.0 | 0 | 1588.0 | 0.634 | 2561 | 61 | 0.649 | 0.000 | 1/13/2020 |
| 717446208 | Existing Customer | 62 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 3749.0 | 1980 | 1769.0 | 0.706 | 5083 | 69 | 0.643 | 0.528 | 6/13/2021 |
| 715236783 | Existing Customer | 42 | F | 4 | College | Divorced | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 3734.0 | 2517 | 1217.0 | 0.724 | 4792 | 87 | 0.740 | 0.674 | 3/25/2020 |
| 804583833 | Existing Customer | 56 | F | 2 | High School | Married | Unknown | Blue | 51 | 4 | 1 | 3 | 1796.0 | 1243 | 553.0 | 0.768 | 4316 | 87 | 0.891 | 0.692 | 7/4/2021 |
| 713772333 | Attrited Customer | 45 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 34 | 4 | 3 | 1 | 3223.0 | 243 | 2980.0 | 0.433 | 1979 | 38 | 0.462 | 0.075 | 2/22/2021 |
| 715321983 | Existing Customer | 33 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 1 | 2748.0 | 1867 | 881.0 | 0.816 | 4314 | 75 | 1.027 | 0.679 | 8/6/2019 |
| 717773433 | Existing Customer | 57 | F | 0 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 1 | 2 | 2448.0 | 0 | 2448.0 | 0.606 | 5464 | 98 | 0.607 | 0.000 | 3/23/2022 |
| 778632933 | Existing Customer | 49 | F | 3 | College | Married | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2548.0 | 1998 | 550.0 | 0.679 | 4702 | 79 | 0.927 | 0.784 | 4/16/2021 |
| 808527183 | Existing Customer | 46 | F | 3 | College | Married | Less than $40K | Blue | 41 | 4 | 1 | 1 | 1489.0 | 949 | 540.0 | 0.650 | 4669 | 94 | 0.741 | 0.637 | 10/10/2019 |
| 714514008 | Attrited Customer | 38 | F | 1 | Graduate | Married | Unknown | Blue | 29 | 3 | 3 | 3 | 8953.0 | 0 | 8953.0 | 0.403 | 1982 | 43 | 0.303 | 0.000 | 10/24/2019 |
| 711669258 | Attrited Customer | 50 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 2 | 3 | 3 | 3187.0 | 986 | 2201.0 | 0.615 | 2381 | 47 | 0.516 | 0.309 | 12/4/2022 |
| 797218233 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 45 | 5 | 1 | 0 | 1757.0 | 0 | 1757.0 | 0.533 | 4550 | 82 | 0.547 | 0.000 | 7/18/2019 |
| 710612583 | Existing Customer | 52 | M | 4 | High School | Unknown | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2597.0 | 1740 | 857.0 | 0.710 | 5037 | 80 | 0.778 | 0.670 | 7/25/2020 |
| 712613808 | Existing Customer | 45 | F | 5 | College | Single | Unknown | Blue | 32 | 3 | 3 | 3 | 5999.0 | 658 | 5341.0 | 0.638 | 4283 | 69 | 0.605 | 0.110 | 4/11/2020 |
| 807173358 | Existing Customer | 56 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 51 | 4 | 2 | 3 | 3617.0 | 878 | 2739.0 | 0.777 | 5416 | 76 | 0.900 | 0.243 | 6/14/2021 |
| 778349883 | Existing Customer | 56 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3219.0 | 2114 | 1105.0 | 0.655 | 4188 | 75 | 0.667 | 0.657 | 11/1/2019 |
| 720592533 | Attrited Customer | 41 | M | 4 | Graduate | Unknown | $80K - $120K | Blue | 31 | 3 | 3 | 2 | 19782.0 | 868 | 18914.0 | 0.808 | 2535 | 44 | 0.467 | 0.044 | 2/17/2020 |
| 714668433 | Existing Customer | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2522.0 | 1898 | 624.0 | 0.674 | 4122 | 67 | 0.763 | 0.753 | 4/7/2021 |
| 720967233 | Existing Customer | 43 | F | 2 | Unknown | Married | Less than $40K | Blue | 29 | 4 | 1 | 1 | 3327.0 | 2517 | 810.0 | 0.793 | 4901 | 88 | 0.913 | 0.757 | 7/5/2021 |
| 718629858 | Existing Customer | 42 | F | 2 | Uneducated | Married | Unknown | Blue | 32 | 5 | 5 | 3 | 4708.0 | 0 | 4708.0 | 0.718 | 4597 | 89 | 0.679 | 0.000 | 5/8/2021 |
| 737962608 | Existing Customer | 48 | F | 4 | College | Divorced | Less than $40K | Blue | 41 | 4 | 3 | 2 | 3745.0 | 2517 | 1228.0 | 0.672 | 4550 | 78 | 0.857 | 0.672 | 5/24/2020 |
| 778207083 | Attrited Customer | 53 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 11561.0 | 2189 | 9372.0 | 0.742 | 2153 | 39 | 0.500 | 0.189 | 1/11/2021 |
| 778781508 | Attrited Customer | 44 | F | 2 | High School | Married | Unknown | Blue | 32 | 4 | 3 | 3 | 8477.0 | 2517 | 5960.0 | 0.717 | 2455 | 41 | 0.640 | 0.297 | 12/9/2020 |
| 714142158 | Existing Customer | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 48 | 2 | 2 | 1 | 2120.0 | 1411 | 709.0 | 0.665 | 3882 | 92 | 0.643 | 0.666 | 12/10/2020 |
| 715390608 | Existing Customer | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 2867.0 | 1209 | 1658.0 | 0.727 | 5311 | 81 | 0.976 | 0.422 | 10/20/2021 |
| 715243458 | Existing Customer | 45 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2293.0 | 1304 | 989.0 | 0.708 | 5047 | 94 | 0.679 | 0.569 | 8/13/2019 |
| 715418508 | Existing Customer | 51 | M | 1 | Uneducated | Single | $120K + | Blue | 36 | 2 | 1 | 3 | 8671.0 | 590 | 8081.0 | 0.693 | 4399 | 72 | 0.756 | 0.068 | 3/16/2022 |
| 711164508 | Existing Customer | 49 | F | 1 | Graduate | Divorced | Unknown | Silver | 43 | 1 | 3 | 1 | 34516.0 | 1163 | 33353.0 | 0.725 | 3941 | 71 | 0.821 | 0.034 | 8/30/2022 |
| 713239308 | Existing Customer | 43 | F | 2 | High School | Married | Unknown | Blue | 36 | 2 | 3 | 3 | 2679.0 | 1694 | 985.0 | 0.603 | 4640 | 85 | 0.809 | 0.632 | 7/31/2019 |
| 712323183 | Existing Customer | 38 | M | 3 | Unknown | Married | $80K - $120K | Blue | 22 | 2 | 2 | 1 | 3224.0 | 0 | 3224.0 | 0.761 | 3738 | 63 | 0.658 | 0.000 | 5/17/2021 |
| 797410983 | Existing Customer | 45 | F | 3 | High School | Married | Unknown | Blue | 39 | 1 | 2 | 2 | 1438.3 | 745 | 693.3 | 0.830 | 5020 | 83 | 0.766 | 0.518 | 4/7/2020 |
| 721167783 | Existing Customer | 54 | M | 4 | High School | Single | $80K - $120K | Blue | 39 | 1 | 3 | 3 | 7773.0 | 2465 | 5308.0 | 0.788 | 4272 | 69 | 1.029 | 0.317 | 5/9/2021 |
| 712130058 | Attrited Customer | 44 | F | 4 | Uneducated | Single | Unknown | Blue | 36 | 3 | 3 | 4 | 8075.0 | 317 | 7758.0 | 0.585 | 2415 | 41 | 0.577 | 0.039 | 6/19/2021 |
| 714060408 | Existing Customer | 57 | F | 3 | High School | Single | Unknown | Blue | 37 | 3 | 1 | 2 | 3052.0 | 1603 | 1449.0 | 0.776 | 4210 | 82 | 0.907 | 0.525 | 1/25/2022 |
| 715515333 | Existing Customer | 51 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 2 | 1 | 3 | 7932.0 | 2140 | 5792.0 | 0.554 | 4024 | 92 | 0.614 | 0.270 | 12/13/2021 |
| 806970033 | Existing Customer | 48 | M | 3 | High School | Unknown | $40K - $60K | Blue | 43 | 2 | 2 | 3 | 1753.0 | 1434 | 319.0 | 0.805 | 4588 | 77 | 1.026 | 0.818 | 8/4/2021 |
| 817337958 | Existing Customer | 48 | F | 5 | Doctorate | Married | Less than $40K | Blue | 33 | 2 | 1 | 3 | 5814.0 | 1176 | 4638.0 | 0.627 | 3796 | 74 | 1.056 | 0.202 | 7/21/2022 |
| 788132208 | Existing Customer | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 3 | 2 | 1 | 1989.0 | 1003 | 986.0 | 0.677 | 5070 | 70 | 0.750 | 0.504 | 3/26/2020 |
| 812653383 | Existing Customer | 55 | F | 1 | College | Single | $40K - $60K | Blue | 50 | 3 | 3 | 3 | 1843.0 | 1520 | 323.0 | 0.864 | 4729 | 92 | 0.704 | 0.825 | 4/1/2020 |
| 709762908 | Existing Customer | 52 | F | 1 | Uneducated | Married | Unknown | Blue | 40 | 2 | 2 | 1 | 1438.3 | 1228 | 210.3 | 0.659 | 4991 | 78 | 0.902 | 0.854 | 12/28/2022 |
| 717114708 | Existing Customer | 34 | F | 0 | Graduate | Married | $40K - $60K | Blue | 26 | 3 | 3 | 2 | 2991.0 | 1830 | 1161.0 | 0.777 | 4414 | 77 | 0.878 | 0.612 | 7/27/2020 |
| 767388783 | Existing Customer | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 3 | 3 | 1 | 9560.0 | 0 | 9560.0 | 0.802 | 4601 | 66 | 0.571 | 0.000 | 1/15/2021 |
| 794719983 | Attrited Customer | 44 | F | 4 | High School | Unknown | Less than $40K | Blue | 38 | 2 | 2 | 3 | 2616.0 | 2505 | 111.0 | 0.828 | 2576 | 42 | 0.500 | 0.958 | 10/15/2021 |
| 778378983 | Attrited Customer | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 2 | 2939.0 | 2152 | 787.0 | 0.555 | 2476 | 42 | 0.355 | 0.732 | 8/23/2020 |
| 773275083 | Existing Customer | 49 | F | 3 | College | Married | Unknown | Blue | 37 | 2 | 3 | 0 | 3085.0 | 966 | 2119.0 | 0.777 | 4765 | 79 | 0.646 | 0.313 | 5/16/2019 |
| 719971458 | Existing Customer | 49 | M | 5 | Graduate | Single | $80K - $120K | Blue | 41 | 2 | 3 | 2 | 5275.0 | 1490 | 3785.0 | 0.533 | 4213 | 74 | 1.114 | 0.282 | 10/29/2019 |
| 721001883 | Existing Customer | 41 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 1950.0 | 1618 | 332.0 | 0.750 | 3357 | 47 | 0.880 | 0.830 | 1/5/2021 |
| 778245633 | Existing Customer | 43 | F | 3 | Graduate | Single | Unknown | Blue | 33 | 3 | 3 | 1 | 2341.0 | 1818 | 523.0 | 0.833 | 4356 | 70 | 0.628 | 0.777 | 3/20/2019 |
| 718535733 | Existing Customer | 40 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 25 | 3 | 3 | 1 | 3758.0 | 2047 | 1711.0 | 1.108 | 4928 | 79 | 0.646 | 0.545 | 1/18/2020 |
| 711909933 | Existing Customer | 54 | M | 4 | Unknown | Married | $80K - $120K | Blue | 42 | 3 | 3 | 1 | 1621.0 | 618 | 1003.0 | 0.846 | 4815 | 83 | 1.024 | 0.381 | 8/8/2022 |
| 709253433 | Existing Customer | 50 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 41 | 2 | 1 | 2 | 10946.0 | 1912 | 9034.0 | 0.362 | 2448 | 58 | 0.450 | 0.175 | 5/13/2021 |
| 719797758 | Existing Customer | 56 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 3422.0 | 2517 | 905.0 | 0.914 | 4922 | 84 | 0.680 | 0.736 | 8/1/2020 |
| 789420933 | Existing Customer | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 1 | 3 | 3108.0 | 778 | 2330.0 | 0.645 | 4130 | 87 | 0.706 | 0.250 | 12/21/2021 |
| 709850508 | Attrited Customer | 33 | F | 2 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 2 | 5 | 3202.0 | 0 | 3202.0 | 1.012 | 2917 | 37 | 0.682 | 0.000 | 11/3/2019 |
| 715335558 | Existing Customer | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 1855.0 | 907 | 948.0 | 0.816 | 4191 | 81 | 0.761 | 0.489 | 7/15/2021 |
| 711516783 | Existing Customer | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 2155.0 | 1119 | 1036.0 | 0.815 | 5441 | 91 | 0.717 | 0.519 | 11/9/2021 |
| 798917883 | Existing Customer | 42 | F | 4 | College | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 4150.0 | 2517 | 1633.0 | 0.619 | 4620 | 76 | 1.171 | 0.607 | 1/4/2021 |
| 721525758 | Existing Customer | 45 | M | 5 | Doctorate | Married | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 2226.0 | 1229 | 997.0 | 0.784 | 4928 | 77 | 0.638 | 0.552 | 3/12/2019 |
| 716249508 | Existing Customer | 48 | F | 5 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 1610.0 | 0 | 1610.0 | 0.424 | 4243 | 85 | 0.848 | 0.000 | 12/22/2020 |
| 716953083 | Existing Customer | 53 | F | 2 | Graduate | Married | Unknown | Blue | 41 | 3 | 2 | 2 | 2046.0 | 1260 | 786.0 | 0.768 | 4228 | 81 | 0.884 | 0.616 | 9/30/2022 |
| 712448658 | Attrited Customer | 52 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1795.0 | 0 | 1795.0 | 0.718 | 2281 | 55 | 0.618 | 0.000 | 12/29/2019 |
| 711766758 | Existing Customer | 42 | F | 4 | Unknown | Married | Less than $40K | Blue | 30 | 3 | 2 | 1 | 1531.0 | 987 | 544.0 | 0.831 | 4373 | 67 | 0.811 | 0.645 | 8/3/2020 |
| 709432833 | Existing Customer | 53 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1472.0 | 1196 | 276.0 | 1.240 | 4859 | 73 | 0.973 | 0.812 | 3/26/2021 |
| 719964933 | Existing Customer | 50 | F | 5 | Graduate | Single | Less than $40K | Blue | 41 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.683 | 4550 | 78 | 0.857 | 0.000 | 1/20/2022 |
| 719857008 | Existing Customer | 37 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2886.0 | 2198 | 688.0 | 0.828 | 4531 | 81 | 0.723 | 0.762 | 5/17/2020 |
| 758340108 | Existing Customer | 39 | F | 2 | Graduate | Single | Less than $40K | Silver | 29 | 3 | 3 | 2 | 10024.0 | 913 | 9111.0 | 0.568 | 3906 | 78 | 0.592 | 0.091 | 3/22/2019 |
| 708276183 | Attrited Customer | 52 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 45 | 2 | 4 | 1 | 1760.0 | 0 | 1760.0 | 0.046 | 1554 | 35 | 0.029 | 0.000 | 2/9/2019 |
| 716481408 | Existing Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 1461.0 | 0 | 1461.0 | 0.681 | 4769 | 76 | 0.949 | 0.000 | 10/30/2020 |
| 720590058 | Attrited Customer | 51 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 8840.0 | 1794 | 7046.0 | 0.848 | 2839 | 47 | 0.808 | 0.203 | 11/8/2020 |
| 789347133 | Existing Customer | 38 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 2 | 1 | 1 | 4468.0 | 2395 | 2073.0 | 0.706 | 4690 | 79 | 0.756 | 0.536 | 10/12/2022 |
| 719112258 | Existing Customer | 42 | M | 4 | College | Unknown | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 2516.0 | 1360 | 1156.0 | 1.193 | 4692 | 79 | 0.681 | 0.541 | 7/26/2019 |
| 717748608 | Attrited Customer | 35 | F | 4 | High School | Married | Less than $40K | Blue | 24 | 3 | 2 | 4 | 1555.0 | 872 | 683.0 | 0.772 | 2252 | 51 | 0.645 | 0.561 | 11/16/2022 |
| 710740008 | Existing Customer | 57 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 39 | 3 | 1 | 1 | 1438.3 | 641 | 797.3 | 0.660 | 5140 | 82 | 0.519 | 0.446 | 12/23/2022 |
| 716694108 | Attrited Customer | 42 | M | 4 | Uneducated | Married | $120K + | Blue | 34 | 2 | 3 | 3 | 5195.0 | 468 | 4727.0 | 0.567 | 2682 | 48 | 0.231 | 0.090 | 11/8/2022 |
| 719372583 | Existing Customer | 57 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 2 | 2 | 1 | 17268.0 | 1197 | 16071.0 | 0.637 | 4077 | 90 | 0.698 | 0.069 | 6/24/2020 |
| 719981508 | Attrited Customer | 37 | M | 2 | Uneducated | Single | Unknown | Blue | 24 | 2 | 2 | 3 | 1649.0 | 0 | 1649.0 | 0.864 | 2574 | 51 | 0.700 | 0.000 | 9/9/2019 |
| 751350558 | Existing Customer | 57 | F | 1 | High School | Married | Less than $40K | Blue | 50 | 3 | 2 | 2 | 1609.0 | 0 | 1609.0 | 0.669 | 4770 | 85 | 0.700 | 0.000 | 1/9/2020 |
| 715123983 | Existing Customer | 43 | F | 1 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3342.0 | 2517 | 825.0 | 0.977 | 5848 | 81 | 0.800 | 0.753 | 3/2/2021 |
| 709250508 | Existing Customer | 63 | M | 1 | Uneducated | Single | Less than $40K | Blue | 56 | 3 | 1 | 2 | 6973.0 | 2517 | 4456.0 | 0.781 | 4877 | 88 | 0.692 | 0.361 | 9/11/2021 |
| 716754783 | Attrited Customer | 43 | M | 4 | High School | Married | $120K + | Blue | 30 | 3 | 2 | 3 | 17228.0 | 1331 | 15897.0 | 0.519 | 2229 | 44 | 0.375 | 0.077 | 5/22/2021 |
| 719025333 | Existing Customer | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 42 | 3 | 2 | 0 | 1898.0 | 0 | 1898.0 | 0.838 | 3513 | 59 | 0.686 | 0.000 | 10/1/2021 |
| 718566858 | Existing Customer | 46 | F | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.757 | 5005 | 79 | 0.795 | 0.000 | 9/7/2022 |
| 710675508 | Existing Customer | 40 | F | 3 | College | Unknown | Unknown | Blue | 28 | 2 | 3 | 1 | 2321.0 | 1190 | 1131.0 | 0.736 | 5149 | 98 | 0.661 | 0.513 | 5/2/2022 |
| 818729208 | Existing Customer | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 47 | 3 | 3 | 3 | 8185.0 | 941 | 7244.0 | 0.874 | 4525 | 77 | 0.604 | 0.115 | 8/17/2020 |
| 709068183 | Existing Customer | 53 | M | 4 | College | Single | $60K - $80K | Blue | 42 | 3 | 3 | 3 | 3096.0 | 0 | 3096.0 | 0.684 | 4709 | 87 | 0.776 | 0.000 | 11/20/2019 |
| 715358283 | Existing Customer | 57 | F | 2 | Uneducated | Married | Less than $40K | Blue | 46 | 2 | 3 | 2 | 2129.0 | 1139 | 990.0 | 1.025 | 4509 | 73 | 0.825 | 0.535 | 2/8/2019 |
| 710966433 | Existing Customer | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2615.0 | 1404 | 1211.0 | 0.503 | 3785 | 67 | 1.161 | 0.537 | 10/13/2022 |
| 708575058 | Attrited Customer | 46 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 39 | 2 | 3 | 2 | 3157.0 | 965 | 2192.0 | 0.928 | 3300 | 58 | 0.568 | 0.306 | 5/15/2019 |
| 713929533 | Attrited Customer | 36 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1707.0 | 0 | 1707.0 | 0.319 | 2060 | 52 | 0.529 | 0.000 | 1/16/2020 |
| 714087258 | Existing Customer | 49 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1838.0 | 0 | 1838.0 | 0.650 | 5156 | 72 | 0.895 | 0.000 | 8/31/2022 |
| 756383283 | Existing Customer | 38 | F | 3 | College | Married | Less than $40K | Blue | 31 | 3 | 1 | 3 | 5523.0 | 2517 | 3006.0 | 0.720 | 4170 | 80 | 0.739 | 0.456 | 2/6/2022 |
| 720766908 | Attrited Customer | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 3021.0 | 0 | 3021.0 | 0.694 | 2814 | 37 | 0.321 | 0.000 | 4/30/2020 |
| 718133733 | Existing Customer | 44 | F | 4 | Post-Graduate | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 1 | 7317.0 | 1540 | 5777.0 | 0.616 | 4100 | 76 | 0.810 | 0.210 | 8/20/2019 |
| 720823458 | Existing Customer | 59 | F | 2 | Unknown | Married | Less than $40K | Blue | 46 | 2 | 6 | 2 | 5218.0 | 1907 | 3311.0 | 0.797 | 4658 | 85 | 0.889 | 0.365 | 9/19/2019 |
| 720027258 | Existing Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 1 | 3 | 1438.3 | 0 | 1438.3 | 1.052 | 4978 | 73 | 0.921 | 0.000 | 11/26/2019 |
| 807604233 | Existing Customer | 54 | M | 3 | Graduate | Married | $80K - $120K | Blue | 49 | 2 | 3 | 3 | 11114.0 | 2482 | 8632.0 | 1.080 | 5044 | 81 | 0.688 | 0.223 | 10/9/2021 |
| 801786483 | Existing Customer | 51 | M | 0 | High School | Single | $80K - $120K | Blue | 45 | 3 | 2 | 3 | 10648.0 | 2517 | 8131.0 | 0.708 | 4930 | 89 | 0.978 | 0.236 | 6/9/2020 |
| 789138258 | Existing Customer | 45 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 2 | 3 | 2 | 2976.0 | 2372 | 604.0 | 0.772 | 4799 | 83 | 0.729 | 0.797 | 10/19/2021 |
| 805524708 | Attrited Customer | 52 | F | 3 | High School | Divorced | Less than $40K | Blue | 47 | 3 | 3 | 1 | 6629.0 | 2517 | 4112.0 | 0.932 | 2599 | 50 | 0.562 | 0.380 | 4/22/2020 |
| 779642733 | Existing Customer | 42 | F | 5 | Unknown | Married | Less than $40K | Blue | 25 | 3 | 1 | 1 | 2812.0 | 2238 | 574.0 | 0.713 | 4823 | 77 | 0.833 | 0.796 | 2/2/2021 |
| 771735933 | Existing Customer | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 10761.0 | 1722 | 9039.0 | 0.700 | 4731 | 82 | 0.783 | 0.160 | 10/23/2019 |
| 789917208 | Existing Customer | 40 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 2 | 3 | 3 | 1968.0 | 1781 | 187.0 | 0.972 | 5087 | 69 | 0.725 | 0.905 | 5/10/2019 |
| 779608083 | Existing Customer | 55 | M | 2 | Doctorate | Single | Less than $40K | Blue | 44 | 2 | 2 | 2 | 3897.0 | 1247 | 2650.0 | 0.689 | 3681 | 62 | 0.632 | 0.320 | 5/7/2022 |
| 711287733 | Existing Customer | 45 | M | 4 | Unknown | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 4721.0 | 1289 | 3432.0 | 0.656 | 3856 | 74 | 0.762 | 0.273 | 11/7/2019 |
| 774675933 | Existing Customer | 40 | M | 3 | College | Divorced | $80K - $120K | Silver | 34 | 2 | 1 | 3 | 34516.0 | 2052 | 32464.0 | 0.477 | 3510 | 62 | 0.476 | 0.059 | 3/10/2022 |
| 716741508 | Existing Customer | 33 | F | 3 | High School | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2831.0 | 1167 | 1664.0 | 0.744 | 4460 | 65 | 0.857 | 0.412 | 1/13/2019 |
| 721106133 | Existing Customer | 57 | F | 3 | Uneducated | Divorced | Unknown | Blue | 36 | 3 | 4 | 1 | 2312.0 | 1789 | 523.0 | 0.867 | 5104 | 82 | 0.783 | 0.774 | 10/31/2021 |
| 716698608 | Existing Customer | 51 | M | 2 | Unknown | Single | $80K - $120K | Blue | 39 | 2 | 1 | 1 | 8924.0 | 0 | 8924.0 | 0.460 | 4441 | 87 | 0.673 | 0.000 | 7/31/2022 |
| 716299608 | Attrited Customer | 58 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1508.0 | 0 | 1508.0 | 0.458 | 1990 | 31 | 0.192 | 0.000 | 10/19/2022 |
| 718116933 | Existing Customer | 53 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 1438.3 | 630 | 808.3 | 0.667 | 4704 | 79 | 0.756 | 0.438 | 12/14/2020 |
| 720513333 | Existing Customer | 46 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 2 | 1 | 3 | 21350.0 | 1724 | 19626.0 | 0.512 | 4878 | 78 | 0.444 | 0.081 | 8/3/2022 |
| 802460433 | Attrited Customer | 57 | F | 3 | High School | Married | Unknown | Blue | 51 | 2 | 5 | 2 | 1438.3 | 0 | 1438.3 | 0.733 | 2607 | 37 | 0.609 | 0.000 | 4/3/2019 |
| 720482583 | Existing Customer | 52 | F | 1 | College | Married | Unknown | Blue | 43 | 3 | 3 | 1 | 10431.0 | 2163 | 8268.0 | 0.640 | 4598 | 69 | 0.865 | 0.207 | 7/18/2019 |
| 719584608 | Existing Customer | 40 | M | 4 | High School | Unknown | $40K - $60K | Blue | 32 | 3 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.657 | 4215 | 79 | 0.927 | 0.000 | 2/7/2019 |
| 709477233 | Existing Customer | 37 | F | 2 | High School | Single | Unknown | Blue | 36 | 3 | 2 | 1 | 2346.0 | 1621 | 725.0 | 0.613 | 4287 | 79 | 0.717 | 0.691 | 11/14/2021 |
| 719512983 | Attrited Customer | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 3 | 6 | 1438.3 | 0 | 1438.3 | 0.854 | 2295 | 51 | 0.545 | 0.000 | 8/13/2022 |
| 714923583 | Attrited Customer | 38 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2369.0 | 0 | 2369.0 | 0.510 | 1924 | 48 | 0.548 | 0.000 | 5/31/2019 |
| 779397183 | Existing Customer | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 2 | 1 | 1 | 3659.0 | 0 | 3659.0 | 0.797 | 4068 | 61 | 0.694 | 0.000 | 12/29/2021 |
| 714671658 | Existing Customer | 38 | F | 5 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 5 | 2 | 2153.0 | 1392 | 761.0 | 0.787 | 4268 | 85 | 0.667 | 0.647 | 12/31/2022 |
| 779218233 | Existing Customer | 47 | F | 5 | Post-Graduate | Single | Less than $40K | Blue | 37 | 2 | 3 | 3 | 9430.0 | 0 | 9430.0 | 0.680 | 4115 | 75 | 0.923 | 0.000 | 10/16/2021 |
| 713456583 | Existing Customer | 45 | M | 2 | High School | Married | $80K - $120K | Silver | 37 | 3 | 2 | 2 | 34516.0 | 1495 | 33021.0 | 0.520 | 3247 | 70 | 0.707 | 0.043 | 9/17/2019 |
| 790221633 | Existing Customer | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 3 | 3 | 3897.0 | 2296 | 1601.0 | 0.746 | 4627 | 77 | 0.791 | 0.589 | 12/31/2021 |
| 721299483 | Existing Customer | 47 | M | 3 | Graduate | Single | $80K - $120K | Blue | 32 | 2 | 1 | 1 | 11671.0 | 1304 | 10367.0 | 0.491 | 4168 | 71 | 0.868 | 0.112 | 2/11/2020 |
| 711701958 | Existing Customer | 48 | M | 1 | Unknown | Single | $60K - $80K | Blue | 38 | 3 | 3 | 3 | 11367.0 | 1999 | 9368.0 | 0.661 | 4175 | 63 | 0.537 | 0.176 | 12/7/2020 |
| 783573408 | Existing Customer | 42 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 2575.0 | 2136 | 439.0 | 0.722 | 5267 | 83 | 0.886 | 0.830 | 3/30/2020 |
| 709641933 | Existing Customer | 42 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 3433.0 | 1869 | 1564.0 | 0.838 | 4504 | 84 | 0.787 | 0.544 | 1/28/2019 |
| 718755483 | Existing Customer | 44 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 7317.0 | 959 | 6358.0 | 0.653 | 5082 | 86 | 0.686 | 0.131 | 11/30/2021 |
| 720914358 | Existing Customer | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 4416.0 | 1333 | 3083.0 | 0.631 | 4894 | 84 | 0.647 | 0.302 | 6/14/2021 |
| 714811533 | Existing Customer | 39 | M | 2 | High School | Unknown | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 1715.0 | 0 | 1715.0 | 0.896 | 5910 | 91 | 0.517 | 0.000 | 7/25/2019 |
| 719898108 | Existing Customer | 57 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 41 | 2 | 3 | 3 | 3667.0 | 809 | 2858.0 | 0.778 | 5322 | 79 | 0.975 | 0.221 | 10/10/2021 |
| 720719883 | Attrited Customer | 54 | F | 1 | Graduate | Single | Unknown | Blue | 41 | 3 | 3 | 3 | 1874.0 | 0 | 1874.0 | 0.806 | 2535 | 55 | 0.618 | 0.000 | 10/1/2020 |
| 780338733 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 2 | 1 | 2 | 1438.3 | 491 | 947.3 | 0.730 | 5102 | 83 | 0.694 | 0.341 | 8/10/2020 |
| 709810458 | Existing Customer | 56 | F | 0 | Unknown | Single | Less than $40K | Blue | 44 | 3 | 2 | 0 | 1579.0 | 768 | 811.0 | 0.888 | 4241 | 72 | 0.946 | 0.486 | 5/13/2022 |
| 821356083 | Existing Customer | 54 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 1626.0 | 0 | 1626.0 | 0.664 | 4830 | 87 | 0.642 | 0.000 | 11/6/2021 |
| 793428408 | Existing Customer | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 44 | 2 | 2 | 1 | 1596.0 | 1185 | 411.0 | 0.687 | 5235 | 76 | 1.000 | 0.742 | 7/30/2019 |
| 746453583 | Existing Customer | 56 | F | 1 | Unknown | Married | $40K - $60K | Blue | 49 | 2 | 2 | 2 | 2604.0 | 1395 | 1209.0 | 0.528 | 4498 | 85 | 0.700 | 0.536 | 5/28/2021 |
| 771799008 | Existing Customer | 61 | F | 1 | Graduate | Married | Unknown | Blue | 50 | 3 | 3 | 1 | 3359.0 | 1405 | 1954.0 | 0.684 | 4871 | 79 | 0.975 | 0.418 | 5/12/2022 |
| 719075883 | Existing Customer | 38 | F | 3 | High School | Married | $40K - $60K | Blue | 27 | 2 | 3 | 3 | 2363.0 | 2033 | 330.0 | 0.498 | 3904 | 66 | 0.610 | 0.860 | 8/4/2019 |
| 714986583 | Existing Customer | 55 | F | 4 | Uneducated | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 4978.0 | 923 | 4055.0 | 0.883 | 5025 | 62 | 0.879 | 0.185 | 3/4/2022 |
| 753233733 | Existing Customer | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 2155.0 | 1290 | 865.0 | 0.718 | 3781 | 61 | 0.906 | 0.599 | 2/12/2019 |
| 806914158 | Attrited Customer | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 4 | 3 | 1 | 4047.0 | 0 | 4047.0 | 0.648 | 2134 | 34 | 0.478 | 0.000 | 5/3/2022 |
| 812671758 | Attrited Customer | 47 | F | 5 | Doctorate | Married | Unknown | Blue | 42 | 3 | 5 | 3 | 4345.0 | 2176 | 2169.0 | 0.752 | 2458 | 44 | 0.467 | 0.501 | 9/7/2019 |
| 789191358 | Existing Customer | 55 | M | 4 | Graduate | Single | $80K - $120K | Blue | 44 | 2 | 3 | 2 | 1854.0 | 794 | 1060.0 | 0.614 | 4035 | 80 | 0.739 | 0.428 | 8/23/2021 |
| 772111083 | Existing Customer | 50 | M | 1 | High School | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 5384.0 | 1396 | 3988.0 | 0.756 | 4338 | 75 | 0.829 | 0.259 | 1/13/2021 |
| 714961383 | Existing Customer | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.3 | 965 | 473.3 | 0.544 | 4182 | 81 | 0.723 | 0.671 | 10/5/2019 |
| 817288458 | Existing Customer | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 19 | 3 | 2 | 3 | 5141.0 | 1737 | 3404.0 | 0.985 | 5859 | 82 | 0.783 | 0.338 | 6/9/2019 |
| 719163108 | Existing Customer | 44 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 2 | 2 | 3 | 3977.0 | 1325 | 2652.0 | 0.769 | 4076 | 62 | 0.632 | 0.333 | 4/26/2020 |
| 713922183 | Existing Customer | 52 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 3 | 2 | 1 | 2507.0 | 1259 | 1248.0 | 0.850 | 4461 | 73 | 0.921 | 0.502 | 9/14/2021 |
| 716443608 | Existing Customer | 46 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7199.0 | 1235 | 5964.0 | 0.830 | 4050 | 78 | 0.814 | 0.172 | 2/27/2022 |
| 827953683 | Existing Customer | 41 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 1 | 3786.0 | 1171 | 2615.0 | 0.697 | 5369 | 75 | 0.596 | 0.309 | 2/3/2021 |
| 789678483 | Existing Customer | 50 | F | 2 | High School | Married | Less than $40K | Silver | 37 | 1 | 3 | 2 | 13384.0 | 0 | 13384.0 | 0.696 | 4773 | 77 | 0.674 | 0.000 | 8/27/2022 |
| 793630083 | Attrited Customer | 39 | M | 2 | High School | Single | $120K + | Blue | 33 | 1 | 3 | 4 | 1726.0 | 1476 | 250.0 | 0.371 | 1804 | 34 | 0.259 | 0.855 | 5/5/2021 |
| 756306183 | Existing Customer | 42 | F | 1 | College | Married | Less than $40K | Blue | 35 | 2 | 1 | 3 | 2873.0 | 2517 | 356.0 | 0.803 | 4897 | 71 | 1.088 | 0.876 | 10/21/2021 |
| 736893108 | Existing Customer | 33 | F | 2 | Doctorate | Single | Less than $40K | Blue | 26 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.613 | 4196 | 87 | 0.891 | 0.000 | 7/6/2021 |
| 712900308 | Attrited Customer | 44 | F | 2 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 3 | 1751.0 | 0 | 1751.0 | 0.506 | 2078 | 37 | 0.423 | 0.000 | 6/15/2019 |
| 798045708 | Existing Customer | 42 | F | 5 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 7434.0 | 0 | 7434.0 | 0.630 | 4182 | 76 | 1.171 | 0.000 | 7/25/2019 |
| 715657833 | Existing Customer | 52 | F | 3 | Unknown | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 1438.3 | 787 | 651.3 | 0.601 | 4956 | 89 | 0.745 | 0.547 | 3/12/2022 |
| 712111608 | Existing Customer | 59 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 54 | 1 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.610 | 4919 | 72 | 0.756 | 0.000 | 10/5/2022 |
| 711792783 | Existing Customer | 45 | F | 3 | Unknown | Divorced | $40K - $60K | Blue | 26 | 1 | 1 | 2 | 2032.0 | 1195 | 837.0 | 0.642 | 4479 | 80 | 0.667 | 0.588 | 9/24/2021 |
| 716067333 | Existing Customer | 61 | M | 0 | Graduate | Married | Unknown | Blue | 36 | 2 | 3 | 3 | 6959.0 | 945 | 6014.0 | 0.816 | 4553 | 84 | 0.714 | 0.136 | 12/26/2020 |
| 780660183 | Attrited Customer | 43 | F | 4 | High School | Divorced | Less than $40K | Blue | 32 | 2 | 3 | 2 | 8203.0 | 0 | 8203.0 | 0.691 | 2613 | 46 | 0.840 | 0.000 | 2/18/2022 |
| 720761208 | Attrited Customer | 59 | M | 1 | College | Single | $120K + | Blue | 47 | 2 | 4 | 2 | 4789.0 | 357 | 4432.0 | 0.798 | 2496 | 41 | 0.640 | 0.075 | 11/5/2019 |
| 788794758 | Attrited Customer | 46 | M | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 2 | 2 | 4 | 2979.0 | 0 | 2979.0 | 0.644 | 2061 | 38 | 0.462 | 0.000 | 12/13/2020 |
| 711150333 | Attrited Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 3 | 2 | 2391.0 | 0 | 2391.0 | 0.669 | 2857 | 40 | 0.600 | 0.000 | 11/27/2021 |
| 714418158 | Existing Customer | 63 | F | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 2 | 2 | 2 | 7264.0 | 851 | 6413.0 | 0.814 | 3527 | 69 | 0.816 | 0.117 | 5/25/2020 |
| 713634108 | Existing Customer | 45 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 1 | 2 | 2 | 4348.0 | 1830 | 2518.0 | 1.036 | 4293 | 66 | 0.692 | 0.421 | 4/4/2021 |
| 717231558 | Existing Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 2 | 2 | 3002.0 | 1446 | 1556.0 | 0.815 | 4851 | 74 | 0.947 | 0.482 | 5/9/2019 |
| 711589758 | Existing Customer | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 32 | 1 | 2 | 2 | 4162.0 | 1641 | 2521.0 | 0.719 | 3967 | 75 | 0.923 | 0.394 | 6/19/2021 |
| 787481208 | Existing Customer | 46 | F | 1 | Unknown | Unknown | Less than $40K | Blue | 34 | 1 | 3 | 1 | 2762.0 | 1793 | 969.0 | 0.901 | 5006 | 78 | 0.660 | 0.649 | 4/7/2021 |
| 715516458 | Attrited Customer | 42 | F | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2705.0 | 2430 | 275.0 | 0.698 | 2602 | 43 | 0.433 | 0.898 | 6/6/2022 |
| 714998508 | Existing Customer | 53 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 0 | 3742.0 | 1454 | 2288.0 | 0.894 | 5326 | 62 | 0.676 | 0.389 | 11/29/2020 |
| 713328108 | Existing Customer | 60 | F | 1 | College | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1671.0 | 1047 | 624.0 | 0.727 | 5189 | 79 | 0.795 | 0.627 | 8/3/2020 |
| 716229108 | Existing Customer | 55 | F | 3 | College | Divorced | Less than $40K | Blue | 46 | 2 | 3 | 3 | 3282.0 | 2262 | 1020.0 | 0.653 | 4674 | 84 | 0.585 | 0.689 | 10/15/2020 |
| 820925433 | Existing Customer | 50 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 45 | 2 | 3 | 2 | 1529.0 | 710 | 819.0 | 0.657 | 4751 | 81 | 0.884 | 0.464 | 8/23/2022 |
| 816129258 | Existing Customer | 34 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 29 | 2 | 3 | 3 | 2509.0 | 1897 | 612.0 | 0.938 | 4837 | 74 | 0.542 | 0.756 | 5/30/2022 |
| 808903308 | Attrited Customer | 54 | F | 1 | Unknown | Married | $40K - $60K | Blue | 49 | 4 | 3 | 6 | 2471.0 | 0 | 2471.0 | 0.722 | 2519 | 35 | 0.522 | 0.000 | 1/22/2022 |
| 713809833 | Existing Customer | 42 | F | 3 | Graduate | Unknown | Unknown | Blue | 32 | 2 | 3 | 2 | 9749.0 | 859 | 8890.0 | 0.584 | 4684 | 86 | 0.623 | 0.088 | 11/29/2021 |
| 713542008 | Existing Customer | 48 | F | 3 | High School | Unknown | Less than $40K | Blue | 37 | 1 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.584 | 4236 | 83 | 0.844 | 0.000 | 12/12/2019 |
| 717385083 | Existing Customer | 46 | M | 3 | High School | Married | $120K + | Blue | 35 | 2 | 2 | 3 | 4916.0 | 1122 | 3794.0 | 0.659 | 4813 | 87 | 0.706 | 0.228 | 10/4/2020 |
| 708652908 | Existing Customer | 47 | F | 5 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 6 | 1 | 2291.0 | 1419 | 872.0 | 0.725 | 4498 | 81 | 0.761 | 0.619 | 4/27/2019 |
| 715644633 | Existing Customer | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 34 | 1 | 2 | 1 | 1528.0 | 820 | 708.0 | 0.908 | 5212 | 88 | 0.833 | 0.537 | 1/12/2022 |
| 708761733 | Existing Customer | 52 | F | 3 | High School | Married | Unknown | Blue | 36 | 2 | 2 | 2 | 8279.0 | 1582 | 6697.0 | 0.760 | 4419 | 63 | 0.658 | 0.191 | 7/11/2021 |
| 714600258 | Existing Customer | 45 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 5945.0 | 2015 | 3930.0 | 0.815 | 3645 | 70 | 1.000 | 0.339 | 5/22/2022 |
| 823566408 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.773 | 4625 | 93 | 0.938 | 0.000 | 9/8/2019 |
| 713373708 | Attrited Customer | 54 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1857.0 | 0 | 1857.0 | 0.488 | 2464 | 57 | 0.839 | 0.000 | 2/25/2021 |
| 708307533 | Existing Customer | 42 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 30 | 1 | 2 | 3 | 3086.0 | 0 | 3086.0 | 0.808 | 4129 | 81 | 0.884 | 0.000 | 10/31/2021 |
| 820085808 | Existing Customer | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 1 | 1 | 2 | 2598.0 | 1343 | 1255.0 | 0.637 | 4692 | 86 | 0.720 | 0.517 | 4/10/2022 |
| 716685033 | Existing Customer | 38 | F | 1 | High School | Married | $40K - $60K | Blue | 19 | 1 | 1 | 2 | 5559.0 | 1600 | 3959.0 | 0.716 | 5344 | 82 | 0.864 | 0.288 | 1/12/2019 |
| 713063958 | Existing Customer | 51 | M | 1 | Graduate | Single | $80K - $120K | Blue | 39 | 1 | 1 | 3 | 7562.0 | 1080 | 6482.0 | 0.561 | 5010 | 85 | 0.700 | 0.143 | 7/21/2019 |
| 708371733 | Existing Customer | 41 | F | 3 | High School | Married | Less than $40K | Blue | 15 | 1 | 1 | 2 | 4662.0 | 0 | 4662.0 | 0.661 | 4931 | 81 | 0.841 | 0.000 | 5/25/2022 |
| 780277458 | Existing Customer | 52 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 2 | 3 | 2904.0 | 2517 | 387.0 | 0.586 | 4503 | 89 | 0.712 | 0.867 | 9/12/2019 |
| 797232183 | Existing Customer | 42 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 2676.0 | 1962 | 714.0 | 0.668 | 5020 | 75 | 0.786 | 0.733 | 4/21/2019 |
| 720789933 | Existing Customer | 46 | F | 4 | Graduate | Married | Unknown | Blue | 32 | 2 | 1 | 1 | 5798.0 | 680 | 5118.0 | 0.708 | 5027 | 82 | 0.640 | 0.117 | 7/6/2020 |
| 808281483 | Existing Customer | 46 | F | 2 | Unknown | Single | Less than $40K | Blue | 41 | 2 | 3 | 3 | 2665.0 | 2157 | 508.0 | 0.637 | 4249 | 76 | 1.235 | 0.809 | 12/22/2020 |
| 712968708 | Existing Customer | 55 | F | 1 | High School | Single | $40K - $60K | Blue | 47 | 2 | 3 | 1 | 2343.0 | 1780 | 563.0 | 0.792 | 5167 | 78 | 0.773 | 0.760 | 4/22/2020 |
| 711263058 | Existing Customer | 29 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 1 | 2 | 2763.0 | 1879 | 884.0 | 0.701 | 4660 | 80 | 0.778 | 0.680 | 7/25/2019 |
| 788813658 | Existing Customer | 62 | F | 0 | Graduate | Single | Unknown | Blue | 45 | 2 | 2 | 3 | 10503.0 | 0 | 10503.0 | 0.886 | 4755 | 88 | 0.725 | 0.000 | 12/5/2020 |
| 721444758 | Existing Customer | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 2780.0 | 2216 | 564.0 | 0.826 | 4980 | 78 | 0.857 | 0.797 | 5/16/2021 |
| 711448983 | Attrited Customer | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 2 | 2 | 2 | 2234.0 | 2024 | 210.0 | 0.717 | 2313 | 37 | 0.321 | 0.906 | 11/26/2020 |
| 712664658 | Attrited Customer | 35 | F | 1 | Graduate | Single | Less than $40K | Blue | 30 | 2 | 2 | 2 | 1649.0 | 0 | 1649.0 | 0.683 | 2549 | 54 | 0.588 | 0.000 | 8/9/2021 |
| 714237033 | Attrited Customer | 42 | F | 4 | Uneducated | Married | Unknown | Blue | 36 | 6 | 2 | 3 | 5557.0 | 2246 | 3311.0 | 0.518 | 2299 | 39 | 0.444 | 0.404 | 6/21/2019 |
| 718370733 | Existing Customer | 48 | F | 2 | Uneducated | Married | Unknown | Blue | 35 | 2 | 3 | 3 | 6074.0 | 0 | 6074.0 | 0.782 | 4504 | 90 | 0.765 | 0.000 | 9/14/2021 |
| 713726958 | Attrited Customer | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 21 | 5 | 2 | 2 | 1728.0 | 0 | 1728.0 | 0.410 | 2191 | 38 | 0.357 | 0.000 | 7/24/2019 |
| 794160408 | Existing Customer | 46 | F | 3 | Graduate | Married | Unknown | Blue | 40 | 1 | 1 | 1 | 3044.0 | 1973 | 1071.0 | 0.946 | 4747 | 73 | 1.028 | 0.648 | 4/7/2021 |
| 716009883 | Existing Customer | 41 | F | 1 | Graduate | Single | $40K - $60K | Blue | 28 | 1 | 3 | 1 | 8482.0 | 585 | 7897.0 | 0.624 | 4245 | 74 | 0.897 | 0.069 | 6/2/2022 |
| 711873033 | Attrited Customer | 35 | F | 3 | Unknown | Single | Unknown | Blue | 29 | 4 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.748 | 2549 | 56 | 0.750 | 0.000 | 12/14/2021 |
| 712715208 | Attrited Customer | 52 | M | 1 | High School | Single | $80K - $120K | Blue | 44 | 1 | 3 | 2 | 3770.0 | 0 | 3770.0 | 0.544 | 2387 | 51 | 0.500 | 0.000 | 12/22/2020 |
| 778899708 | Attrited Customer | 56 | F | 2 | Unknown | Single | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 2963.0 | 0 | 2963.0 | 0.902 | 2919 | 47 | 0.382 | 0.000 | 11/27/2021 |
| 771865908 | Attrited Customer | 48 | F | 2 | Graduate | Single | Unknown | Blue | 37 | 4 | 2 | 3 | 11750.0 | 487 | 11263.0 | 0.772 | 2532 | 48 | 0.548 | 0.041 | 3/31/2019 |
| 716273133 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1593.0 | 0 | 1593.0 | 0.610 | 4853 | 78 | 0.592 | 0.000 | 4/4/2021 |
| 709927458 | Existing Customer | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 20 | 1 | 3 | 3 | 10486.0 | 1544 | 8942.0 | 0.716 | 4042 | 77 | 0.925 | 0.147 | 9/13/2022 |
| 715162608 | Attrited Customer | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 41 | 4 | 2 | 3 | 2168.0 | 1323 | 845.0 | 0.687 | 2499 | 38 | 0.407 | 0.610 | 7/10/2022 |
| 719862258 | Existing Customer | 38 | F | 2 | Uneducated | Single | Unknown | Blue | 28 | 2 | 3 | 3 | 5666.0 | 1393 | 4273.0 | 0.840 | 5015 | 90 | 0.915 | 0.246 | 4/29/2021 |
| 788719533 | Existing Customer | 53 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 34 | 1 | 2 | 3 | 13679.0 | 0 | 13679.0 | 0.908 | 4060 | 61 | 1.346 | 0.000 | 4/8/2022 |
| 715566408 | Existing Customer | 45 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 2143.0 | 1479 | 664.0 | 0.708 | 4404 | 77 | 0.750 | 0.690 | 1/27/2022 |
| 717359208 | Existing Customer | 57 | F | 0 | College | Married | Less than $40K | Blue | 47 | 2 | 3 | 1 | 4945.0 | 1779 | 3166.0 | 0.536 | 4037 | 72 | 0.756 | 0.360 | 10/30/2021 |
| 721410858 | Existing Customer | 54 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 0 | 1921.0 | 1334 | 587.0 | 0.694 | 4512 | 90 | 0.765 | 0.694 | 5/16/2022 |
| 779420583 | Existing Customer | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 2 | 1 | 3 | 3001.0 | 2055 | 946.0 | 0.838 | 4662 | 70 | 0.628 | 0.685 | 6/16/2020 |
| 714222183 | Existing Customer | 38 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 2132.0 | 1084 | 1048.0 | 0.767 | 4874 | 78 | 0.660 | 0.508 | 4/4/2019 |
| 709079883 | Attrited Customer | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1663.0 | 1012 | 651.0 | 0.886 | 2729 | 38 | 0.520 | 0.609 | 7/2/2019 |
| 721406658 | Attrited Customer | 32 | F | 0 | Unknown | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1732.0 | 0 | 1732.0 | 0.683 | 2479 | 43 | 0.536 | 0.000 | 10/10/2020 |
| 713782608 | Existing Customer | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 2652.0 | 2386 | 266.0 | 0.766 | 5329 | 83 | 0.729 | 0.900 | 12/24/2021 |
| 720236433 | Existing Customer | 41 | M | 4 | College | Married | $80K - $120K | Blue | 22 | 1 | 2 | 3 | 5037.0 | 1670 | 3367.0 | 0.787 | 4379 | 67 | 0.811 | 0.332 | 2/24/2020 |
| 785106933 | Existing Customer | 51 | F | 1 | Unknown | Single | Unknown | Blue | 45 | 2 | 2 | 3 | 6519.0 | 2178 | 4341.0 | 0.739 | 4505 | 71 | 0.732 | 0.334 | 10/20/2019 |
| 716673258 | Existing Customer | 60 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 2347.0 | 1488 | 859.0 | 0.621 | 3977 | 83 | 0.886 | 0.634 | 11/21/2020 |
| 708341958 | Existing Customer | 31 | F | 1 | College | Divorced | Less than $40K | Blue | 21 | 2 | 2 | 3 | 2061.0 | 1904 | 157.0 | 0.786 | 4480 | 86 | 0.870 | 0.924 | 7/26/2019 |
| 797150733 | Attrited Customer | 44 | M | 3 | Unknown | Single | $40K - $60K | Blue | 38 | 5 | 2 | 2 | 1643.0 | 0 | 1643.0 | 0.600 | 1754 | 39 | 0.560 | 0.000 | 8/8/2021 |
| 718279983 | Existing Customer | 49 | F | 1 | College | Married | Unknown | Blue | 36 | 1 | 3 | 2 | 5039.0 | 2489 | 2550.0 | 0.875 | 4770 | 74 | 0.947 | 0.494 | 1/22/2020 |
| 718548558 | Existing Customer | 53 | F | 3 | Unknown | Single | Less than $40K | Blue | 42 | 1 | 1 | 3 | 2915.0 | 2041 | 874.0 | 0.927 | 4272 | 70 | 0.750 | 0.700 | 9/21/2021 |
| 780360558 | Existing Customer | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 2 | 2 | 2 | 1507.0 | 0 | 1507.0 | 0.723 | 4698 | 87 | 0.851 | 0.000 | 7/16/2019 |
| 715012833 | Existing Customer | 46 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 3073.0 | 2517 | 556.0 | 0.841 | 4858 | 77 | 0.974 | 0.819 | 6/30/2019 |
| 772388508 | Existing Customer | 43 | F | 3 | Graduate | Married | Unknown | Blue | 32 | 2 | 3 | 3 | 8314.0 | 1349 | 6965.0 | 0.531 | 5028 | 80 | 0.702 | 0.162 | 3/29/2019 |
| 788199858 | Existing Customer | 42 | F | 3 | High School | Unknown | Unknown | Blue | 34 | 1 | 3 | 1 | 2798.0 | 1049 | 1749.0 | 0.890 | 5758 | 87 | 0.706 | 0.375 | 3/16/2022 |
| 769578108 | Existing Customer | 40 | M | 4 | Unknown | Single | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 20929.0 | 1652 | 19277.0 | 0.523 | 4001 | 76 | 0.689 | 0.079 | 9/8/2019 |
| 719843958 | Existing Customer | 46 | M | 2 | Graduate | Married | $120K + | Blue | 34 | 2 | 3 | 3 | 1754.0 | 894 | 860.0 | 0.691 | 4874 | 79 | 0.837 | 0.510 | 5/8/2022 |
| 767197983 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 45 | 1 | 1 | 1 | 4209.0 | 0 | 4209.0 | 0.856 | 5938 | 83 | 0.694 | 0.000 | 7/5/2019 |
| 711874833 | Existing Customer | 45 | M | 3 | College | Divorced | $40K - $60K | Blue | 37 | 1 | 3 | 2 | 2449.0 | 0 | 2449.0 | 0.706 | 5497 | 88 | 0.630 | 0.000 | 5/25/2020 |
| 714930333 | Attrited Customer | 39 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 2 | 3 | 3 | 4618.0 | 0 | 4618.0 | 0.717 | 2476 | 49 | 0.750 | 0.000 | 2/8/2021 |
| 720989133 | Existing Customer | 41 | F | 2 | College | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 1654.0 | 1093 | 561.0 | 0.650 | 4596 | 82 | 0.822 | 0.661 | 11/18/2020 |
| 720893958 | Existing Customer | 49 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1544.0 | 999 | 545.0 | 0.786 | 4215 | 53 | 1.120 | 0.647 | 6/18/2019 |
| 769709058 | Existing Customer | 60 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 54 | 1 | 2 | 1 | 3618.0 | 972 | 2646.0 | 0.578 | 4228 | 63 | 0.465 | 0.269 | 12/5/2019 |
| 711005583 | Existing Customer | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 24 | 1 | 2 | 3 | 3437.0 | 1064 | 2373.0 | 0.851 | 5110 | 76 | 0.854 | 0.310 | 8/6/2019 |
| 826548708 | Existing Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 2 | 3 | 2 | 5965.0 | 622 | 5343.0 | 0.728 | 4637 | 91 | 0.655 | 0.104 | 5/5/2021 |
| 711093408 | Existing Customer | 46 | F | 2 | Doctorate | Married | Less than $40K | Blue | 33 | 2 | 3 | 1 | 2644.0 | 1517 | 1127.0 | 0.721 | 4815 | 83 | 0.804 | 0.574 | 12/24/2022 |
| 712831908 | Existing Customer | 59 | F | 1 | College | Married | $40K - $60K | Blue | 49 | 2 | 2 | 1 | 3481.0 | 603 | 2878.0 | 0.692 | 4556 | 81 | 0.473 | 0.173 | 5/29/2021 |
| 780222408 | Existing Customer | 49 | F | 5 | Graduate | Unknown | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3272.0 | 2085 | 1187.0 | 0.417 | 4444 | 83 | 0.627 | 0.637 | 11/29/2020 |
| 714181008 | Existing Customer | 35 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3019.0 | 1462 | 1557.0 | 0.718 | 4509 | 71 | 0.732 | 0.484 | 2/25/2019 |
| 772346358 | Existing Customer | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 2 | 1 | 2 | 1801.0 | 0 | 1801.0 | 0.516 | 5047 | 79 | 0.756 | 0.000 | 6/18/2021 |
| 717489033 | Attrited Customer | 27 | F | 0 | High School | Single | Less than $40K | Blue | 18 | 6 | 1 | 4 | 1438.3 | 0 | 1438.3 | 0.781 | 2641 | 40 | 0.600 | 0.000 | 11/27/2022 |
| 710969433 | Existing Customer | 41 | F | 1 | Uneducated | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 2909.0 | 1201 | 1708.0 | 0.729 | 4230 | 68 | 0.659 | 0.413 | 10/3/2022 |
| 715807383 | Existing Customer | 45 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 4688.0 | 0 | 4688.0 | 0.593 | 5248 | 89 | 0.745 | 0.000 | 11/25/2022 |
| 711807333 | Existing Customer | 37 | F | 2 | College | Single | Less than $40K | Blue | 26 | 1 | 1 | 2 | 1438.3 | 0 | 1438.3 | 0.587 | 3948 | 84 | 0.680 | 0.000 | 11/30/2020 |
| 816086508 | Existing Customer | 47 | F | 2 | Unknown | Married | Less than $40K | Blue | 42 | 1 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.677 | 4624 | 73 | 0.587 | 0.000 | 4/29/2019 |
| 714424533 | Attrited Customer | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1655.0 | 0 | 1655.0 | 0.496 | 2156 | 37 | 0.194 | 0.000 | 3/28/2022 |
| 779536233 | Existing Customer | 47 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 1 | 1 | 1 | 1438.3 | 601 | 837.3 | 1.000 | 4669 | 83 | 0.729 | 0.418 | 6/1/2021 |
| 710794983 | Existing Customer | 41 | F | 3 | High School | Single | Unknown | Blue | 32 | 2 | 1 | 1 | 4745.0 | 1157 | 3588.0 | 0.965 | 4705 | 78 | 0.902 | 0.244 | 11/23/2020 |
| 779890833 | Existing Customer | 51 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 2 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.765 | 4866 | 65 | 0.625 | 0.000 | 11/27/2019 |
| 779837808 | Existing Customer | 53 | F | 2 | High School | Married | $40K - $60K | Blue | 37 | 1 | 4 | 3 | 5182.0 | 2500 | 2682.0 | 0.869 | 5012 | 85 | 0.809 | 0.482 | 12/24/2020 |
| 713748708 | Attrited Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 4 | 1438.3 | 0 | 1438.3 | 0.350 | 1757 | 44 | 0.467 | 0.000 | 12/29/2021 |
| 709123908 | Existing Customer | 43 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 4287.0 | 0 | 4287.0 | 0.807 | 4874 | 82 | 0.708 | 0.000 | 4/12/2019 |
| 816476658 | Attrited Customer | 54 | F | 2 | Unknown | Married | Unknown | Blue | 49 | 2 | 4 | 3 | 1812.0 | 1798 | 14.0 | 0.735 | 2921 | 44 | 0.692 | 0.992 | 1/12/2022 |
| 743800833 | Existing Customer | 53 | F | 3 | College | Married | $40K - $60K | Blue | 46 | 2 | 1 | 1 | 2304.0 | 1144 | 1160.0 | 0.772 | 4505 | 85 | 1.179 | 0.497 | 6/4/2021 |
| 806415183 | Existing Customer | 51 | F | 0 | Doctorate | Married | Unknown | Blue | 46 | 1 | 3 | 3 | 13623.0 | 1432 | 12191.0 | 0.594 | 4534 | 83 | 0.886 | 0.105 | 8/23/2021 |
| 794054058 | Existing Customer | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2765.0 | 0 | 2765.0 | 0.465 | 4010 | 59 | 0.513 | 0.000 | 2/20/2022 |
| 771907158 | Existing Customer | 54 | M | 5 | Unknown | Married | $120K + | Blue | 42 | 1 | 1 | 3 | 3731.0 | 1903 | 1828.0 | 0.915 | 4667 | 88 | 0.725 | 0.510 | 7/15/2021 |
| 815789883 | Existing Customer | 46 | F | 3 | College | Single | Less than $40K | Blue | 41 | 1 | 3 | 2 | 2485.0 | 861 | 1624.0 | 0.566 | 4728 | 81 | 0.761 | 0.346 | 6/29/2019 |
| 712177908 | Existing Customer | 50 | F | 4 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2446.0 | 1763 | 683.0 | 0.598 | 4310 | 75 | 0.875 | 0.721 | 10/10/2019 |
| 711234783 | Attrited Customer | 44 | F | 4 | Unknown | Married | Less than $40K | Blue | 28 | 5 | 2 | 3 | 2020.0 | 0 | 2020.0 | 0.716 | 2621 | 45 | 0.552 | 0.000 | 10/13/2022 |
| 793379058 | Existing Customer | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 42 | 2 | 2 | 1 | 2214.0 | 1025 | 1189.0 | 0.567 | 5084 | 82 | 0.745 | 0.463 | 10/10/2021 |
| 720480183 | Existing Customer | 45 | F | 3 | Unknown | Divorced | Less than $40K | Blue | 34 | 1 | 2 | 1 | 1811.0 | 787 | 1024.0 | 0.585 | 4882 | 80 | 1.162 | 0.435 | 2/2/2020 |
| 712974558 | Existing Customer | 56 | F | 2 | College | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 5254.0 | 0 | 5254.0 | 0.651 | 4546 | 89 | 0.712 | 0.000 | 4/19/2021 |
| 717409533 | Attrited Customer | 36 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 26 | 1 | 2 | 3 | 1821.0 | 1486 | 335.0 | 0.827 | 2824 | 43 | 0.387 | 0.816 | 3/11/2019 |
| 712200033 | Existing Customer | 44 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 3024.0 | 0 | 3024.0 | 0.750 | 4983 | 78 | 0.733 | 0.000 | 12/19/2020 |
| 713563383 | Existing Customer | 50 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1930.0 | 952 | 978.0 | 0.670 | 3862 | 80 | 0.818 | 0.493 | 4/13/2022 |
| 802795608 | Existing Customer | 54 | F | 2 | High School | Single | Less than $40K | Blue | 48 | 1 | 3 | 2 | 1517.0 | 556 | 961.0 | 0.622 | 4981 | 82 | 0.864 | 0.367 | 11/15/2019 |
| 787452333 | Attrited Customer | 39 | F | 1 | High School | Married | Less than $40K | Blue | 25 | 2 | 2 | 1 | 2024.0 | 0 | 2024.0 | 0.801 | 2870 | 36 | 0.500 | 0.000 | 2/21/2020 |
| 709520058 | Attrited Customer | 53 | M | 5 | Uneducated | Married | $120K + | Blue | 38 | 4 | 2 | 2 | 19138.0 | 0 | 19138.0 | 0.482 | 2028 | 43 | 0.303 | 0.000 | 2/27/2021 |
| 819690933 | Existing Customer | 56 | M | 1 | Graduate | Single | $80K - $120K | Blue | 51 | 2 | 3 | 1 | 16835.0 | 897 | 15938.0 | 0.767 | 4059 | 80 | 0.778 | 0.053 | 10/18/2021 |
| 820694133 | Attrited Customer | 60 | F | 0 | High School | Married | Unknown | Blue | 55 | 4 | 1 | 3 | 5549.0 | 0 | 5549.0 | 0.703 | 2412 | 38 | 0.520 | 0.000 | 9/4/2021 |
| 711800658 | Attrited Customer | 42 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2145.0 | 0 | 2145.0 | 0.577 | 2465 | 42 | 0.355 | 0.000 | 11/18/2020 |
| 717722958 | Existing Customer | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 4654.0 | 1349 | 3305.0 | 0.810 | 4277 | 71 | 0.690 | 0.290 | 2/24/2022 |
| 712279683 | Attrited Customer | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 9114.0 | 0 | 9114.0 | 0.654 | 2740 | 52 | 0.625 | 0.000 | 2/2/2020 |
| 716606733 | Existing Customer | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 18 | 2 | 2 | 3 | 3043.0 | 2054 | 989.0 | 0.735 | 4833 | 85 | 0.667 | 0.675 | 12/16/2021 |
| 716060358 | Existing Customer | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 2 | 2 | 2 | 4621.0 | 913 | 3708.0 | 0.917 | 4952 | 82 | 0.745 | 0.198 | 5/20/2022 |
| 709158333 | Existing Customer | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 2 | 1 | 2758.0 | 461 | 2297.0 | 0.580 | 4244 | 96 | 0.778 | 0.167 | 1/15/2020 |
| 721113333 | Existing Customer | 54 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1740.0 | 0 | 1740.0 | 0.811 | 4751 | 93 | 0.860 | 0.000 | 9/12/2021 |
| 712620858 | Existing Customer | 34 | F | 4 | Doctorate | Married | Unknown | Blue | 36 | 1 | 2 | 2 | 7744.0 | 1804 | 5940.0 | 0.942 | 4572 | 60 | 0.935 | 0.233 | 5/6/2020 |
| 712855683 | Existing Customer | 50 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3350.0 | 1335 | 2015.0 | 0.781 | 4906 | 89 | 0.561 | 0.399 | 12/15/2020 |
| 715463133 | Existing Customer | 40 | M | 5 | High School | Single | $120K + | Blue | 31 | 1 | 1 | 3 | 34516.0 | 1427 | 33089.0 | 0.706 | 3699 | 64 | 0.488 | 0.041 | 4/26/2020 |
| 716551533 | Existing Customer | 47 | F | 1 | High School | Single | Unknown | Blue | 36 | 2 | 1 | 3 | 2874.0 | 2201 | 673.0 | 0.718 | 4779 | 86 | 0.792 | 0.766 | 10/14/2019 |
| 771220758 | Existing Customer | 40 | F | 3 | Doctorate | Single | Unknown | Blue | 27 | 1 | 1 | 2 | 2896.0 | 2100 | 796.0 | 0.728 | 4614 | 83 | 0.694 | 0.725 | 1/13/2020 |
| 709920258 | Existing Customer | 41 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 28 | 1 | 1 | 3 | 9294.0 | 1764 | 7530.0 | 1.026 | 4531 | 73 | 0.738 | 0.190 | 2/17/2019 |
| 708959583 | Existing Customer | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 1 | 2 | 2 | 9389.0 | 727 | 8662.0 | 0.533 | 3415 | 84 | 0.556 | 0.077 | 6/2/2021 |
| 712510833 | Existing Customer | 44 | M | 3 | College | Married | $40K - $60K | Blue | 30 | 2 | 3 | 3 | 9317.0 | 847 | 8470.0 | 0.765 | 4121 | 81 | 0.723 | 0.091 | 2/25/2021 |
| 710840433 | Existing Customer | 34 | M | 1 | College | Unknown | $40K - $60K | Blue | 20 | 2 | 1 | 3 | 7452.0 | 1656 | 5796.0 | 0.600 | 3339 | 51 | 0.962 | 0.222 | 7/12/2020 |
| 712853358 | Attrited Customer | 39 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1817.0 | 0 | 1817.0 | 0.583 | 2216 | 44 | 0.833 | 0.000 | 1/8/2019 |
| 788502858 | Existing Customer | 58 | M | 3 | High School | Single | $80K - $120K | Blue | 51 | 2 | 2 | 1 | 10021.0 | 1952 | 8069.0 | 0.699 | 4431 | 68 | 0.581 | 0.195 | 4/17/2022 |
| 721139808 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 2344.0 | 1081 | 1263.0 | 0.619 | 3889 | 80 | 0.860 | 0.461 | 4/9/2020 |
| 711375558 | Existing Customer | 48 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 34 | 2 | 3 | 1 | 3072.0 | 1734 | 1338.0 | 0.754 | 4540 | 78 | 0.857 | 0.564 | 2/14/2021 |
| 713798958 | Existing Customer | 38 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 1946.0 | 1430 | 516.0 | 0.564 | 4643 | 87 | 0.812 | 0.735 | 1/7/2022 |
| 709362033 | Attrited Customer | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 1 | 5 | 3 | 1471.0 | 0 | 1471.0 | 0.624 | 2253 | 48 | 0.455 | 0.000 | 4/8/2020 |
| 719860308 | Attrited Customer | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.663 | 2418 | 48 | 0.778 | 0.000 | 5/8/2019 |
| 714443058 | Attrited Customer | 43 | F | 4 | College | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1484.0 | 0 | 1484.0 | 0.200 | 1664 | 39 | 0.500 | 0.000 | 9/24/2020 |
| 716315508 | Attrited Customer | 37 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 2 | 5 | 3233.0 | 2517 | 716.0 | 0.000 | 1339 | 32 | 0.000 | 0.779 | 7/18/2019 |
| 717651333 | Existing Customer | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 1745.0 | 1168 | 577.0 | 0.701 | 4562 | 67 | 0.634 | 0.669 | 10/14/2019 |
| 798489258 | Existing Customer | 59 | F | 1 | Uneducated | Divorced | Unknown | Blue | 53 | 1 | 3 | 1 | 3709.0 | 1197 | 2512.0 | 0.824 | 5557 | 82 | 1.000 | 0.323 | 3/15/2022 |
| 710742408 | Existing Customer | 53 | F | 2 | College | Married | Less than $40K | Blue | 43 | 2 | 1 | 3 | 2160.0 | 2057 | 103.0 | 0.858 | 4518 | 93 | 0.788 | 0.952 | 2/8/2022 |
| 812089383 | Existing Customer | 41 | M | 5 | Unknown | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 1438.3 | 892 | 546.3 | 0.790 | 4426 | 88 | 0.660 | 0.620 | 9/6/2019 |
| 711968358 | Existing Customer | 55 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 2 | 1 | 2638.0 | 1423 | 1215.0 | 0.551 | 4153 | 77 | 0.925 | 0.539 | 3/28/2019 |
| 794227308 | Existing Customer | 56 | M | 2 | College | Married | $80K - $120K | Blue | 50 | 1 | 1 | 3 | 10214.0 | 1433 | 8781.0 | 0.640 | 4493 | 79 | 0.881 | 0.140 | 8/27/2021 |
| 719845908 | Existing Customer | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3240.0 | 0 | 3240.0 | 0.812 | 4803 | 83 | 0.804 | 0.000 | 12/17/2021 |
| 716851908 | Existing Customer | 58 | F | 5 | Unknown | Married | $40K - $60K | Blue | 47 | 1 | 3 | 3 | 2038.0 | 1099 | 939.0 | 0.809 | 4784 | 70 | 0.750 | 0.539 | 9/5/2020 |
| 720599658 | Existing Customer | 49 | M | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.570 | 5104 | 75 | 0.630 | 0.000 | 7/31/2021 |
| 720401658 | Attrited Customer | 53 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 3 | 5 | 1438.3 | 1030 | 408.3 | 0.609 | 1985 | 38 | 0.407 | 0.716 | 12/2/2019 |
| 827442858 | Existing Customer | 56 | M | 3 | High School | Divorced | $80K - $120K | Blue | 52 | 2 | 3 | 1 | 8111.0 | 2051 | 6060.0 | 0.999 | 3719 | 69 | 0.643 | 0.253 | 5/29/2019 |
| 779034708 | Existing Customer | 60 | F | 0 | Doctorate | Married | Unknown | Blue | 41 | 1 | 3 | 1 | 10730.0 | 970 | 9760.0 | 0.645 | 4939 | 71 | 0.972 | 0.090 | 8/10/2022 |
| 718806783 | Attrited Customer | 46 | F | 3 | Uneducated | Married | Unknown | Blue | 36 | 2 | 3 | 1 | 2872.0 | 357 | 2515.0 | 0.869 | 2629 | 41 | 0.640 | 0.124 | 4/16/2022 |
| 714484008 | Attrited Customer | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1567.0 | 0 | 1567.0 | 0.424 | 2138 | 41 | 0.577 | 0.000 | 11/9/2020 |
| 719176308 | Attrited Customer | 43 | M | 3 | College | Divorced | $80K - $120K | Blue | 32 | 6 | 3 | 2 | 7278.0 | 0 | 7278.0 | 0.618 | 2120 | 43 | 0.593 | 0.000 | 12/29/2019 |
| 769662033 | Existing Customer | 45 | F | 2 | College | Unknown | Less than $40K | Blue | 29 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.729 | 5025 | 85 | 0.735 | 0.000 | 8/8/2019 |
| 721020858 | Existing Customer | 34 | F | 1 | College | Single | Unknown | Blue | 20 | 2 | 2 | 2 | 3190.0 | 1959 | 1231.0 | 0.622 | 4220 | 66 | 0.610 | 0.614 | 11/6/2021 |
| 714630858 | Attrited Customer | 36 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1470.0 | 458 | 1012.0 | 0.543 | 2383 | 39 | 0.444 | 0.312 | 4/16/2022 |
| 710838108 | Existing Customer | 45 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 4 | 1 | 3081.0 | 2517 | 564.0 | 0.572 | 4317 | 72 | 0.714 | 0.817 | 10/27/2021 |
| 712662783 | Attrited Customer | 43 | F | 2 | College | Married | Unknown | Blue | 36 | 1 | 2 | 6 | 3793.0 | 2517 | 1276.0 | 0.512 | 2577 | 57 | 0.629 | 0.664 | 5/30/2019 |
| 713160258 | Existing Customer | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 1 | 2 | 3 | 3034.0 | 2033 | 1001.0 | 0.642 | 4349 | 90 | 0.731 | 0.670 | 6/20/2020 |
| 778163508 | Existing Customer | 37 | F | 2 | High School | Married | Unknown | Blue | 27 | 2 | 1 | 2 | 5245.0 | 1044 | 4201.0 | 0.673 | 4938 | 70 | 0.892 | 0.199 | 12/25/2022 |
| 713785608 | Existing Customer | 49 | F | 1 | Doctorate | Single | Less than $40K | Blue | 40 | 1 | 2 | 3 | 2960.0 | 0 | 2960.0 | 0.962 | 4918 | 63 | 0.750 | 0.000 | 6/30/2021 |
| 779905008 | Attrited Customer | 54 | F | 4 | Graduate | Unknown | $40K - $60K | Blue | 38 | 2 | 2 | 1 | 1779.0 | 0 | 1779.0 | 0.856 | 2660 | 41 | 0.323 | 0.000 | 5/31/2020 |
| 789491058 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 2 | 3 | 1 | 1620.0 | 0 | 1620.0 | 0.730 | 4570 | 82 | 0.952 | 0.000 | 10/20/2022 |
| 793736958 | Existing Customer | 49 | M | 3 | High School | Single | $120K + | Blue | 43 | 1 | 2 | 1 | 21680.0 | 1587 | 20093.0 | 0.605 | 4410 | 86 | 0.720 | 0.073 | 2/20/2022 |
| 720961383 | Attrited Customer | 47 | F | 3 | Uneducated | Single | Unknown | Blue | 36 | 2 | 3 | 4 | 2952.0 | 0 | 2952.0 | 0.820 | 2907 | 60 | 0.875 | 0.000 | 4/3/2022 |
| 714202008 | Attrited Customer | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3918.0 | 2517 | 1401.0 | 0.470 | 2115 | 42 | 0.448 | 0.642 | 10/26/2022 |
| 721479108 | Existing Customer | 52 | M | 1 | Uneducated | Single | $120K + | Blue | 41 | 1 | 1 | 3 | 12764.0 | 0 | 12764.0 | 0.710 | 3332 | 64 | 0.882 | 0.000 | 10/22/2019 |
| 715549158 | Existing Customer | 29 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 0 | 1438.3 | 0 | 1438.3 | 0.734 | 4769 | 84 | 0.826 | 0.000 | 1/31/2022 |
| 710308983 | Existing Customer | 50 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 39 | 1 | 1 | 3 | 3287.0 | 2517 | 770.0 | 0.586 | 4148 | 83 | 0.660 | 0.766 | 4/30/2021 |
| 710981583 | Existing Customer | 44 | F | 5 | Unknown | Single | $40K - $60K | Blue | 36 | 2 | 1 | 2 | 3891.0 | 1015 | 2876.0 | 0.755 | 5131 | 86 | 0.720 | 0.261 | 6/6/2020 |
| 712704933 | Attrited Customer | 49 | F | 4 | High School | Unknown | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 4048.0 | 0 | 4048.0 | 0.601 | 2227 | 41 | 0.464 | 0.000 | 6/5/2020 |
| 716165508 | Existing Customer | 51 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 40 | 2 | 1 | 1 | 3559.0 | 0 | 3559.0 | 0.585 | 4498 | 94 | 0.649 | 0.000 | 1/6/2022 |
| 710630583 | Existing Customer | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 2 | 1 | 1 | 2843.0 | 1752 | 1091.0 | 0.624 | 3738 | 77 | 0.604 | 0.616 | 11/30/2021 |
| 709571958 | Existing Customer | 58 | F | 2 | Graduate | Single | Less than $40K | Blue | 47 | 1 | 1 | 2 | 2127.0 | 0 | 2127.0 | 0.735 | 4401 | 65 | 0.667 | 0.000 | 11/21/2021 |
| 790115358 | Existing Customer | 39 | F | 2 | Unknown | Single | Less than $40K | Blue | 32 | 2 | 1 | 2 | 4325.0 | 2418 | 1907.0 | 0.796 | 4588 | 77 | 0.791 | 0.559 | 10/28/2022 |
| 715904433 | Attrited Customer | 42 | F | 4 | College | Married | $40K - $60K | Blue | 34 | 1 | 3 | 2 | 1695.0 | 0 | 1695.0 | 0.453 | 2055 | 46 | 0.314 | 0.000 | 8/31/2019 |
| 709078908 | Existing Customer | 48 | F | 3 | High School | Single | Less than $40K | Blue | 32 | 1 | 2 | 3 | 2648.0 | 1539 | 1109.0 | 0.940 | 4926 | 89 | 0.816 | 0.581 | 7/8/2022 |
| 717541308 | Existing Customer | 61 | F | 2 | Graduate | Single | Less than $40K | Blue | 45 | 2 | 2 | 3 | 2602.0 | 1441 | 1161.0 | 0.704 | 4838 | 85 | 0.735 | 0.554 | 6/8/2021 |
| 779916408 | Existing Customer | 39 | F | 4 | Graduate | Single | Unknown | Blue | 23 | 1 | 3 | 2 | 1811.0 | 0 | 1811.0 | 0.835 | 4934 | 70 | 0.628 | 0.000 | 5/5/2020 |
| 714979383 | Existing Customer | 56 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 1 | 2 | 2 | 1891.0 | 1134 | 757.0 | 0.636 | 5255 | 77 | 0.833 | 0.600 | 10/31/2021 |
| 711691608 | Attrited Customer | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2881.0 | 2450 | 431.0 | 0.629 | 2450 | 49 | 0.531 | 0.850 | 11/27/2019 |
| 788930358 | Existing Customer | 42 | F | 4 | College | Single | $40K - $60K | Blue | 28 | 2 | 2 | 2 | 2827.0 | 1896 | 931.0 | 0.739 | 3891 | 81 | 1.025 | 0.671 | 6/4/2022 |
| 716351208 | Existing Customer | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 1 | 3 | 2 | 4095.0 | 2517 | 1578.0 | 0.570 | 4175 | 77 | 1.026 | 0.615 | 9/4/2020 |
| 708266883 | Attrited Customer | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1666.0 | 0 | 1666.0 | 0.713 | 2312 | 35 | 0.250 | 0.000 | 1/20/2022 |
| 718858683 | Existing Customer | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.665 | 4511 | 76 | 0.767 | 0.000 | 2/6/2022 |
| 771617883 | Existing Customer | 54 | F | 2 | High School | Single | $40K - $60K | Blue | 42 | 1 | 2 | 2 | 2205.0 | 1313 | 892.0 | 0.929 | 4904 | 82 | 0.673 | 0.595 | 3/27/2019 |
| 718001508 | Existing Customer | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 1 | 1 | 2 | 2890.0 | 2150 | 740.0 | 0.657 | 4377 | 84 | 0.867 | 0.744 | 7/15/2021 |
| 708995283 | Existing Customer | 50 | F | 1 | Graduate | Unknown | Unknown | Blue | 36 | 1 | 1 | 3 | 10417.0 | 2290 | 8127.0 | 1.122 | 4871 | 75 | 1.027 | 0.220 | 7/25/2020 |
| 721173183 | Existing Customer | 57 | F | 2 | Uneducated | Married | Unknown | Blue | 43 | 2 | 1 | 2 | 2363.0 | 1876 | 487.0 | 0.795 | 4984 | 85 | 0.667 | 0.794 | 2/3/2021 |
| 711102858 | Attrited Customer | 48 | F | 2 | Doctorate | Single | Unknown | Blue | 36 | 4 | 2 | 3 | 3137.0 | 860 | 2277.0 | 0.304 | 1618 | 34 | 0.097 | 0.274 | 9/1/2019 |
| 711722808 | Attrited Customer | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 3 | 3 | 1483.0 | 0 | 1483.0 | 0.707 | 2520 | 40 | 0.429 | 0.000 | 4/28/2021 |
| 787466808 | Existing Customer | 35 | F | 0 | Unknown | Married | Less than $40K | Blue | 22 | 2 | 2 | 3 | 3009.0 | 2517 | 492.0 | 0.735 | 5329 | 82 | 0.745 | 0.836 | 6/6/2022 |
| 716116383 | Existing Customer | 45 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 2 | 1 | 5087.0 | 2517 | 2570.0 | 0.765 | 4682 | 77 | 0.711 | 0.495 | 12/8/2019 |
| 713257083 | Existing Customer | 46 | F | 4 | Unknown | Married | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 1925.0 | 1202 | 723.0 | 0.518 | 4343 | 66 | 0.737 | 0.624 | 3/6/2021 |
| 772661808 | Existing Customer | 56 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 2 | 1 | 2 | 7234.0 | 2055 | 5179.0 | 0.703 | 5051 | 83 | 0.660 | 0.284 | 3/22/2019 |
| 713382558 | Existing Customer | 57 | F | 3 | College | Single | Less than $40K | Blue | 42 | 1 | 1 | 2 | 2063.0 | 953 | 1110.0 | 0.868 | 4304 | 81 | 0.761 | 0.462 | 6/16/2020 |
| 717596883 | Existing Customer | 58 | F | 0 | Graduate | Single | $40K - $60K | Blue | 39 | 4 | 3 | 2 | 5530.0 | 1233 | 4297.0 | 0.859 | 5270 | 78 | 1.000 | 0.223 | 8/14/2020 |
| 712993008 | Existing Customer | 58 | F | 1 | Unknown | Single | Less than $40K | Blue | 48 | 4 | 3 | 1 | 3819.0 | 1882 | 1937.0 | 0.809 | 4533 | 68 | 0.889 | 0.493 | 9/20/2020 |
| 824763783 | Existing Customer | 59 | F | 0 | College | Single | Less than $40K | Blue | 55 | 2 | 2 | 3 | 2645.0 | 1127 | 1518.0 | 0.623 | 4251 | 76 | 0.767 | 0.426 | 12/26/2022 |
| 771730758 | Existing Customer | 51 | F | 1 | High School | Single | Unknown | Blue | 39 | 4 | 3 | 2 | 5448.0 | 0 | 5448.0 | 1.011 | 4443 | 75 | 1.083 | 0.000 | 12/21/2019 |
| 780265458 | Existing Customer | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 4 | 2 | 2 | 3495.0 | 1427 | 2068.0 | 0.563 | 4466 | 85 | 0.889 | 0.408 | 2/23/2021 |
| 714256758 | Existing Customer | 50 | M | 2 | Unknown | Single | $60K - $80K | Blue | 36 | 3 | 1 | 1 | 8074.0 | 0 | 8074.0 | 0.528 | 4347 | 66 | 0.535 | 0.000 | 7/30/2020 |
| 710292333 | Attrited Customer | 44 | F | 3 | High School | Married | Unknown | Blue | 36 | 3 | 3 | 4 | 7772.0 | 0 | 7772.0 | 0.896 | 2618 | 52 | 0.576 | 0.000 | 1/15/2022 |
| 712171158 | Existing Customer | 42 | F | 2 | High School | Married | Less than $40K | Blue | 30 | 6 | 1 | 1 | 3124.0 | 0 | 3124.0 | 0.879 | 4986 | 79 | 0.795 | 0.000 | 5/8/2020 |
| 787339158 | Attrited Customer | 56 | M | 1 | Graduate | Married | $80K - $120K | Blue | 50 | 3 | 6 | 3 | 8688.0 | 0 | 8688.0 | 0.426 | 2361 | 41 | 0.464 | 0.000 | 6/8/2020 |
| 788782008 | Existing Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Gold | 30 | 4 | 3 | 2 | 15987.0 | 0 | 15987.0 | 0.658 | 4146 | 69 | 0.533 | 0.000 | 1/26/2020 |
| 714848958 | Attrited Customer | 47 | F | 2 | Graduate | Single | Less than $40K | Gold | 37 | 6 | 2 | 1 | 15109.0 | 897 | 14212.0 | 0.494 | 2315 | 43 | 0.303 | 0.059 | 10/14/2022 |
| 714987633 | Existing Customer | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 4953.0 | 2039 | 2914.0 | 0.680 | 4026 | 53 | 0.828 | 0.412 | 10/12/2022 |
| 717684858 | Existing Customer | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 38 | 6 | 3 | 3 | 22304.0 | 1333 | 20971.0 | 0.463 | 5002 | 60 | 0.500 | 0.060 | 4/13/2019 |
| 767376483 | Existing Customer | 27 | F | 1 | College | Married | Less than $40K | Blue | 20 | 5 | 3 | 3 | 1893.0 | 0 | 1893.0 | 0.691 | 5176 | 91 | 0.784 | 0.000 | 4/15/2019 |
| 709901058 | Existing Customer | 38 | M | 1 | High School | Single | $40K - $60K | Blue | 30 | 2 | 2 | 1 | 2232.0 | 1163 | 1069.0 | 0.557 | 4185 | 80 | 0.778 | 0.521 | 6/5/2020 |
| 823149483 | Existing Customer | 52 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 48 | 1 | 5 | 3 | 1766.0 | 0 | 1766.0 | 0.769 | 4643 | 76 | 0.617 | 0.000 | 8/9/2020 |
| 780073158 | Existing Customer | 59 | M | 0 | High School | Single | Less than $40K | Blue | 44 | 2 | 1 | 1 | 3790.0 | 1149 | 2641.0 | 0.597 | 4455 | 85 | 0.604 | 0.303 | 10/7/2020 |
| 779998083 | Existing Customer | 33 | M | 3 | High School | Married | $40K - $60K | Blue | 23 | 1 | 2 | 3 | 6392.0 | 1429 | 4963.0 | 0.682 | 4069 | 66 | 0.737 | 0.224 | 8/31/2019 |
| 713144208 | Attrited Customer | 51 | F | 0 | High School | Married | Unknown | Blue | 42 | 1 | 4 | 4 | 9989.0 | 568 | 9421.0 | 0.520 | 2053 | 49 | 0.485 | 0.057 | 8/5/2019 |
| 771594783 | Attrited Customer | 56 | F | 1 | College | Married | Unknown | Blue | 44 | 2 | 4 | 4 | 1438.3 | 0 | 1438.3 | 0.859 | 2264 | 37 | 0.423 | 0.000 | 5/23/2019 |
| 816613158 | Existing Customer | 48 | F | 1 | Doctorate | Married | Less than $40K | Blue | 43 | 2 | 3 | 1 | 2559.0 | 1514 | 1045.0 | 0.570 | 4117 | 69 | 0.643 | 0.592 | 10/7/2020 |
| 770774133 | Existing Customer | 53 | M | 3 | Graduate | Single | $80K - $120K | Silver | 39 | 1 | 2 | 3 | 34516.0 | 1198 | 33318.0 | 0.615 | 4826 | 70 | 0.667 | 0.035 | 10/30/2022 |
| 712300683 | Existing Customer | 41 | F | 1 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.824 | 4897 | 96 | 0.778 | 0.000 | 4/28/2022 |
| 714536208 | Existing Customer | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 2473.0 | 1675 | 798.0 | 0.648 | 4203 | 73 | 0.872 | 0.677 | 10/13/2021 |
| 784880958 | Existing Customer | 34 | F | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 2 | 3 | 1 | 4022.0 | 1680 | 2342.0 | 0.579 | 3776 | 84 | 0.826 | 0.418 | 1/13/2022 |
| 713784558 | Existing Customer | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 2 | 3 | 3510.0 | 941 | 2569.0 | 0.717 | 4833 | 77 | 0.750 | 0.268 | 3/10/2019 |
| 719305608 | Attrited Customer | 57 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2347.0 | 1900 | 447.0 | 0.845 | 2447 | 47 | 0.621 | 0.810 | 11/25/2021 |
| 720190083 | Attrited Customer | 56 | F | 3 | Unknown | Single | Less than $40K | Blue | 39 | 1 | 3 | 4 | 1632.0 | 0 | 1632.0 | 0.621 | 2509 | 47 | 0.424 | 0.000 | 12/1/2021 |
| 708323208 | Attrited Customer | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1522.0 | 0 | 1522.0 | 0.482 | 2241 | 36 | 0.800 | 0.000 | 12/8/2020 |
| 781183233 | Existing Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 25 | 2 | 1 | 1 | 2085.0 | 1528 | 557.0 | 0.664 | 3805 | 79 | 0.795 | 0.733 | 3/31/2022 |
| 718825908 | Existing Customer | 60 | F | 1 | Doctorate | Single | Unknown | Blue | 47 | 1 | 1 | 1 | 3803.0 | 1448 | 2355.0 | 0.565 | 4575 | 78 | 0.592 | 0.381 | 4/21/2022 |
| 716963283 | Attrited Customer | 47 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 38 | 2 | 2 | 3 | 3165.0 | 2517 | 648.0 | 0.748 | 2751 | 49 | 1.042 | 0.795 | 4/4/2022 |
| 714924483 | Existing Customer | 60 | F | 1 | Unknown | Single | Less than $40K | Blue | 46 | 2 | 3 | 2 | 4628.0 | 2327 | 2301.0 | 0.611 | 4226 | 92 | 0.736 | 0.503 | 7/26/2021 |
| 779922183 | Existing Customer | 52 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 2253.0 | 1981 | 272.0 | 0.550 | 4758 | 81 | 0.723 | 0.879 | 6/26/2021 |
| 719449533 | Attrited Customer | 49 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 38 | 1 | 2 | 3 | 2655.0 | 2283 | 372.0 | 0.751 | 2386 | 49 | 0.485 | 0.860 | 4/23/2019 |
| 712559058 | Existing Customer | 54 | M | 0 | High School | Single | $80K - $120K | Blue | 45 | 1 | 3 | 2 | 20882.0 | 1525 | 19357.0 | 0.828 | 4765 | 76 | 0.767 | 0.073 | 4/5/2020 |
| 717853233 | Existing Customer | 41 | M | 2 | College | Married | $80K - $120K | Blue | 31 | 1 | 1 | 3 | 3306.0 | 706 | 2600.0 | 0.814 | 4772 | 76 | 0.900 | 0.214 | 4/14/2019 |
| 790069233 | Existing Customer | 45 | F | 3 | High School | Divorced | Less than $40K | Blue | 37 | 2 | 1 | 2 | 2052.0 | 0 | 2052.0 | 0.770 | 4289 | 72 | 0.674 | 0.000 | 11/3/2021 |
| 794576058 | Existing Customer | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 1 | 2 | 3 | 8480.0 | 1339 | 7141.0 | 0.668 | 4070 | 76 | 0.490 | 0.158 | 5/4/2022 |
| 779877858 | Existing Customer | 53 | F | 2 | College | Unknown | Less than $40K | Blue | 37 | 2 | 3 | 2 | 2081.0 | 1342 | 739.0 | 1.060 | 4428 | 80 | 0.778 | 0.645 | 3/11/2019 |
| 772334133 | Existing Customer | 53 | F | 1 | Graduate | Married | Unknown | Blue | 42 | 2 | 1 | 3 | 4637.0 | 0 | 4637.0 | 0.709 | 4583 | 86 | 0.911 | 0.000 | 9/4/2021 |
| 714139308 | Existing Customer | 53 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 42 | 2 | 5 | 1 | 1438.3 | 0 | 1438.3 | 0.895 | 4722 | 81 | 0.841 | 0.000 | 12/16/2020 |
| 806634783 | Existing Customer | 38 | F | 2 | College | Married | Less than $40K | Blue | 33 | 1 | 3 | 2 | 3420.0 | 1405 | 2015.0 | 0.843 | 4267 | 75 | 0.596 | 0.411 | 1/18/2021 |
| 720101658 | Existing Customer | 26 | F | 0 | Graduate | Single | Less than $40K | Blue | 19 | 2 | 1 | 2 | 3416.0 | 1109 | 2307.0 | 0.783 | 4614 | 70 | 1.000 | 0.325 | 2/8/2020 |
| 719925483 | Existing Customer | 46 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 2171.0 | 1043 | 1128.0 | 0.700 | 4531 | 88 | 0.833 | 0.480 | 4/1/2020 |
| 719572833 | Existing Customer | 57 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 46 | 2 | 2 | 2 | 2791.0 | 1550 | 1241.0 | 0.672 | 5440 | 83 | 0.660 | 0.555 | 12/7/2021 |
| 720729108 | Existing Customer | 32 | F | 0 | Unknown | Single | Less than $40K | Blue | 17 | 1 | 2 | 1 | 4445.0 | 1080 | 3365.0 | 0.840 | 5373 | 87 | 0.776 | 0.243 | 11/24/2019 |
| 819214233 | Existing Customer | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 2 | 2 | 1530.0 | 0 | 1530.0 | 0.642 | 5138 | 84 | 0.680 | 0.000 | 8/2/2022 |
| 718896108 | Existing Customer | 48 | F | 3 | High School | Unknown | Less than $40K | Blue | 36 | 2 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.885 | 5014 | 84 | 0.909 | 0.000 | 12/19/2022 |
| 713723433 | Existing Customer | 52 | F | 4 | High School | Single | Less than $40K | Blue | 44 | 1 | 1 | 3 | 5721.0 | 0 | 5721.0 | 0.570 | 4188 | 79 | 0.881 | 0.000 | 8/23/2020 |
| 708514383 | Existing Customer | 38 | F | 2 | College | Married | Unknown | Blue | 29 | 2 | 1 | 0 | 3809.0 | 1172 | 2637.0 | 0.900 | 4314 | 81 | 0.976 | 0.308 | 11/28/2022 |
| 716961033 | Existing Customer | 48 | F | 3 | High School | Single | Less than $40K | Blue | 40 | 1 | 3 | 3 | 3520.0 | 2149 | 1371.0 | 0.539 | 3630 | 78 | 0.696 | 0.611 | 12/18/2020 |
| 778819083 | Attrited Customer | 41 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 33 | 1 | 3 | 3 | 1604.0 | 0 | 1604.0 | 0.644 | 2264 | 47 | 0.516 | 0.000 | 8/5/2021 |
| 714773508 | Attrited Customer | 54 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 6 | 4 | 3 | 1632.0 | 351 | 1281.0 | 0.721 | 2532 | 43 | 0.483 | 0.215 | 5/18/2020 |
| 814181433 | Existing Customer | 46 | M | 5 | College | Married | $40K - $60K | Blue | 41 | 1 | 3 | 2 | 3914.0 | 1683 | 2231.0 | 0.636 | 4242 | 64 | 0.730 | 0.430 | 3/13/2022 |
| 711984633 | Existing Customer | 36 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 1 | 2 | 3 | 2328.0 | 1953 | 375.0 | 0.599 | 4373 | 89 | 0.935 | 0.839 | 4/27/2021 |
| 710662158 | Existing Customer | 41 | M | 4 | Unknown | Married | $120K + | Blue | 34 | 1 | 3 | 3 | 34516.0 | 2517 | 31999.0 | 0.434 | 2051 | 41 | 1.050 | 0.073 | 9/20/2021 |
| 711356733 | Existing Customer | 45 | F | 5 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3883.0 | 847 | 3036.0 | 0.951 | 4667 | 90 | 0.800 | 0.218 | 3/30/2019 |
| 711456108 | Attrited Customer | 46 | F | 4 | Unknown | Married | $40K - $60K | Blue | 39 | 5 | 3 | 3 | 1438.3 | 819 | 619.3 | 0.786 | 2488 | 44 | 0.692 | 0.569 | 3/25/2020 |
| 780727833 | Existing Customer | 51 | F | 3 | High School | Single | Less than $40K | Blue | 41 | 1 | 4 | 3 | 3229.0 | 2517 | 712.0 | 0.622 | 4526 | 95 | 0.638 | 0.779 | 4/16/2022 |
| 771471708 | Existing Customer | 44 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 32 | 2 | 1 | 3 | 3080.0 | 1776 | 1304.0 | 0.973 | 5097 | 77 | 0.833 | 0.577 | 10/7/2020 |
| 714320358 | Existing Customer | 38 | F | 2 | College | Single | Less than $40K | Blue | 33 | 2 | 1 | 2 | 2569.0 | 1288 | 1281.0 | 1.009 | 4126 | 56 | 0.931 | 0.501 | 8/26/2019 |
| 720700008 | Existing Customer | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4517.0 | 2238 | 2279.0 | 0.625 | 4686 | 81 | 0.761 | 0.495 | 7/17/2020 |
| 713027058 | Attrited Customer | 46 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2292.0 | 0 | 2292.0 | 0.568 | 2595 | 31 | 0.409 | 0.000 | 9/14/2019 |
| 778228458 | Existing Customer | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 42 | 2 | 3 | 3 | 2510.0 | 1928 | 582.0 | 1.043 | 4943 | 70 | 0.489 | 0.768 | 4/12/2021 |
| 781137783 | Attrited Customer | 40 | M | 3 | High School | Unknown | Less than $40K | Blue | 33 | 1 | 3 | 4 | 2420.0 | 191 | 2229.0 | 0.818 | 2478 | 43 | 0.433 | 0.079 | 2/22/2020 |
| 719821908 | Attrited Customer | 38 | F | 2 | High School | Single | Less than $40K | Blue | 16 | 2 | 1 | 2 | 2703.0 | 0 | 2703.0 | 0.882 | 2752 | 43 | 0.433 | 0.000 | 1/29/2020 |
| 720537633 | Existing Customer | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3047.0 | 2139 | 908.0 | 0.842 | 4961 | 85 | 0.635 | 0.702 | 9/16/2020 |
| 712378983 | Attrited Customer | 54 | M | 1 | Unknown | Single | $80K - $120K | Blue | 47 | 5 | 6 | 5 | 7570.0 | 965 | 6605.0 | 0.709 | 2599 | 61 | 0.848 | 0.127 | 10/1/2021 |
| 763681908 | Existing Customer | 34 | F | 3 | Unknown | Married | Less than $40K | Blue | 27 | 1 | 2 | 1 | 5795.0 | 924 | 4871.0 | 0.860 | 5674 | 78 | 0.857 | 0.159 | 12/27/2020 |
| 721164483 | Existing Customer | 46 | F | 2 | College | Married | $40K - $60K | Blue | 34 | 2 | 1 | 3 | 1441.0 | 642 | 799.0 | 0.563 | 4894 | 84 | 0.826 | 0.446 | 7/12/2021 |
| 715447008 | Existing Customer | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2999.0 | 1817 | 1182.0 | 0.678 | 5119 | 83 | 0.766 | 0.606 | 10/1/2019 |
| 769676358 | Existing Customer | 38 | M | 2 | High School | Single | $60K - $80K | Blue | 32 | 1 | 1 | 2 | 1438.3 | 1309 | 129.3 | 0.842 | 5066 | 76 | 0.900 | 0.910 | 2/26/2021 |
| 710487033 | Existing Customer | 44 | F | 2 | High School | Married | $40K - $60K | Blue | 28 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.926 | 4445 | 78 | 0.773 | 0.000 | 1/6/2020 |
| 714197133 | Attrited Customer | 51 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4762.0 | 0 | 4762.0 | 0.526 | 2811 | 52 | 0.300 | 0.000 | 1/9/2021 |
| 718488783 | Existing Customer | 40 | M | 3 | College | Unknown | $40K - $60K | Blue | 30 | 2 | 2 | 2 | 4802.0 | 1701 | 3101.0 | 0.532 | 4821 | 66 | 0.650 | 0.354 | 3/13/2021 |
| 715663458 | Existing Customer | 51 | F | 4 | Unknown | Married | Less than $40K | Blue | 39 | 2 | 3 | 1 | 2268.0 | 651 | 1617.0 | 0.717 | 5016 | 88 | 0.660 | 0.287 | 10/26/2022 |
| 717865008 | Existing Customer | 51 | F | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 1438.3 | 468 | 970.3 | 0.747 | 4425 | 81 | 1.077 | 0.325 | 9/2/2021 |
| 771400608 | Existing Customer | 56 | F | 2 | Graduate | Married | Unknown | Blue | 44 | 2 | 1 | 2 | 8204.0 | 1375 | 6829.0 | 0.915 | 4727 | 76 | 0.949 | 0.168 | 11/14/2020 |
| 708148158 | Existing Customer | 39 | F | 4 | Unknown | Married | Unknown | Blue | 21 | 2 | 3 | 2 | 1827.0 | 0 | 1827.0 | 0.563 | 4207 | 86 | 0.792 | 0.000 | 4/13/2020 |
| 720589008 | Existing Customer | 47 | F | 3 | Doctorate | Unknown | Unknown | Blue | 38 | 1 | 3 | 2 | 4072.0 | 1594 | 2478.0 | 0.678 | 4317 | 83 | 0.886 | 0.391 | 2/14/2021 |
| 784795083 | Existing Customer | 31 | F | 1 | High School | Divorced | Less than $40K | Blue | 25 | 2 | 1 | 3 | 1984.0 | 0 | 1984.0 | 1.050 | 4794 | 73 | 0.921 | 0.000 | 11/8/2020 |
| 809844108 | Existing Customer | 48 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 43 | 2 | 1 | 1 | 8086.0 | 0 | 8086.0 | 0.792 | 4775 | 78 | 0.660 | 0.000 | 7/2/2020 |
| 711521958 | Existing Customer | 51 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1588.0 | 1506 | 82.0 | 0.615 | 4660 | 68 | 0.619 | 0.948 | 8/12/2021 |
| 711833508 | Existing Customer | 47 | M | 2 | High School | Single | $40K - $60K | Blue | 27 | 2 | 3 | 2 | 1536.0 | 0 | 1536.0 | 0.913 | 4643 | 89 | 0.745 | 0.000 | 12/8/2021 |
| 713146683 | Existing Customer | 35 | F | 1 | High School | Unknown | Unknown | Blue | 36 | 2 | 3 | 2 | 4460.0 | 0 | 4460.0 | 0.916 | 5473 | 79 | 0.756 | 0.000 | 10/20/2019 |
| 716968683 | Existing Customer | 46 | F | 5 | High School | Single | Unknown | Blue | 38 | 2 | 2 | 3 | 11287.0 | 1513 | 9774.0 | 0.672 | 5157 | 72 | 0.946 | 0.134 | 8/22/2021 |
| 716279508 | Attrited Customer | 48 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 2 | 3 | 3 | 3430.0 | 2517 | 913.0 | 0.869 | 2639 | 46 | 0.643 | 0.734 | 2/13/2020 |
| 771336783 | Existing Customer | 51 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 1 | 3 | 2 | 1759.0 | 1345 | 414.0 | 0.610 | 4351 | 81 | 0.688 | 0.765 | 4/7/2021 |
| 717502083 | Attrited Customer | 41 | M | 3 | Doctorate | Single | $120K + | Blue | 28 | 4 | 2 | 3 | 6314.0 | 0 | 6314.0 | 0.903 | 2718 | 44 | 0.630 | 0.000 | 7/28/2020 |
| 714843483 | Existing Customer | 57 | F | 3 | Uneducated | Single | Unknown | Blue | 48 | 1 | 1 | 2 | 7176.0 | 1493 | 5683.0 | 0.665 | 5063 | 83 | 0.930 | 0.208 | 10/7/2021 |
| 709745508 | Attrited Customer | 58 | F | 2 | Unknown | Divorced | $40K - $60K | Blue | 47 | 1 | 4 | 3 | 2295.0 | 0 | 2295.0 | 0.376 | 2140 | 40 | 0.429 | 0.000 | 5/11/2021 |
| 711382458 | Attrited Customer | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 2 | 3 | 5 | 1438.3 | 0 | 1438.3 | 0.713 | 2389 | 49 | 0.361 | 0.000 | 9/17/2019 |
| 712190358 | Existing Customer | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 29 | 1 | 3 | 2 | 1843.0 | 1802 | 41.0 | 0.762 | 5199 | 73 | 0.738 | 0.978 | 8/19/2022 |
| 788805858 | Existing Customer | 49 | M | 3 | College | Divorced | $40K - $60K | Blue | 31 | 2 | 3 | 1 | 2181.0 | 1218 | 963.0 | 0.758 | 4997 | 89 | 0.712 | 0.558 | 12/29/2019 |
| 709102458 | Attrited Customer | 47 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 5 | 4754.0 | 0 | 4754.0 | 0.618 | 2607 | 41 | 0.367 | 0.000 | 11/2/2019 |
| 712533708 | Existing Customer | 43 | M | 0 | High School | Single | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 11247.0 | 0 | 11247.0 | 0.630 | 4894 | 85 | 0.977 | 0.000 | 3/19/2019 |
| 720326733 | Existing Customer | 55 | M | 2 | Graduate | Single | $120K + | Blue | 47 | 2 | 3 | 1 | 16258.0 | 865 | 15393.0 | 0.623 | 3761 | 58 | 0.657 | 0.053 | 6/16/2020 |
| 713605908 | Existing Customer | 49 | M | 3 | Graduate | Married | $120K + | Blue | 37 | 1 | 1 | 1 | 34516.0 | 1316 | 33200.0 | 0.569 | 3863 | 69 | 0.643 | 0.038 | 11/1/2020 |
| 711598533 | Existing Customer | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 4255.0 | 1729 | 2526.0 | 0.550 | 3607 | 75 | 0.471 | 0.406 | 12/20/2019 |
| 795855258 | Existing Customer | 48 | F | 4 | College | Single | Less than $40K | Blue | 42 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.707 | 5045 | 82 | 0.745 | 0.000 | 7/8/2019 |
| 826783233 | Existing Customer | 57 | F | 3 | High School | Single | Less than $40K | Blue | 53 | 1 | 3 | 2 | 3029.0 | 2214 | 815.0 | 0.700 | 4750 | 89 | 0.978 | 0.731 | 8/12/2019 |
| 789228108 | Existing Customer | 56 | F | 4 | Graduate | Single | Unknown | Blue | 45 | 2 | 2 | 3 | 9091.0 | 1306 | 7785.0 | 0.743 | 4378 | 86 | 0.654 | 0.144 | 1/24/2021 |
| 785230083 | Existing Customer | 50 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 44 | 1 | 2 | 1 | 3318.0 | 2349 | 969.0 | 0.883 | 4905 | 80 | 0.739 | 0.708 | 7/20/2019 |
| 807946833 | Attrited Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 39 | 6 | 3 | 3 | 1791.0 | 0 | 1791.0 | 0.735 | 2771 | 36 | 0.500 | 0.000 | 4/15/2021 |
| 711011508 | Existing Customer | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 1 | 3 | 2 | 1620.0 | 771 | 849.0 | 0.675 | 4387 | 91 | 0.655 | 0.476 | 3/22/2021 |
| 718632933 | Existing Customer | 58 | F | 1 | College | Single | Less than $40K | Blue | 46 | 1 | 5 | 1 | 1552.0 | 0 | 1552.0 | 0.762 | 4731 | 71 | 0.651 | 0.000 | 5/30/2020 |
| 717284133 | Existing Customer | 53 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 1 | 2 | 3 | 3472.0 | 2517 | 955.0 | 0.750 | 4520 | 84 | 0.680 | 0.725 | 4/30/2022 |
| 711701058 | Existing Customer | 48 | F | 4 | Graduate | Married | Less than $40K | Silver | 36 | 2 | 2 | 3 | 10973.0 | 1466 | 9507.0 | 0.802 | 4892 | 94 | 0.593 | 0.134 | 4/20/2021 |
| 712228458 | Existing Customer | 50 | M | 2 | Unknown | Unknown | $120K + | Blue | 32 | 2 | 3 | 1 | 25645.0 | 1083 | 24562.0 | 0.757 | 4302 | 63 | 0.500 | 0.042 | 11/25/2021 |
| 717146208 | Attrited Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 51 | 1 | 4 | 4 | 4257.0 | 2517 | 1740.0 | 0.703 | 2828 | 50 | 1.083 | 0.591 | 6/6/2022 |
| 719028783 | Existing Customer | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 2 | 3 | 3 | 3422.0 | 0 | 3422.0 | 0.506 | 4486 | 74 | 0.682 | 0.000 | 12/9/2020 |
| 713274183 | Existing Customer | 45 | F | 1 | Graduate | Single | Less than $40K | Blue | 35 | 1 | 1 | 3 | 4977.0 | 1411 | 3566.0 | 0.652 | 4182 | 85 | 0.848 | 0.284 | 6/12/2019 |
| 789218433 | Existing Customer | 33 | F | 3 | Unknown | Married | $40K - $60K | Blue | 22 | 2 | 3 | 2 | 1438.3 | 0 | 1438.3 | 0.761 | 4528 | 86 | 0.686 | 0.000 | 7/16/2021 |
| 790139583 | Existing Customer | 39 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.3 | 801 | 637.3 | 1.155 | 4386 | 64 | 0.778 | 0.557 | 4/15/2022 |
| 720218658 | Existing Customer | 40 | F | 1 | Unknown | Married | Unknown | Blue | 26 | 2 | 3 | 1 | 3369.0 | 756 | 2613.0 | 0.446 | 4501 | 96 | 0.714 | 0.224 | 8/8/2019 |
| 747074058 | Existing Customer | 47 | F | 3 | Unknown | Single | Unknown | Blue | 40 | 1 | 3 | 0 | 7114.0 | 1637 | 5477.0 | 0.699 | 4758 | 81 | 0.500 | 0.230 | 6/1/2021 |
| 719170683 | Existing Customer | 38 | M | 1 | Unknown | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 10972.0 | 0 | 10972.0 | 0.697 | 4401 | 73 | 0.698 | 0.000 | 9/11/2019 |
| 708753633 | Existing Customer | 45 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 32 | 2 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.712 | 4462 | 77 | 0.638 | 0.000 | 10/16/2022 |
| 710780883 | Existing Customer | 48 | F | 5 | Uneducated | Single | $40K - $60K | Blue | 38 | 1 | 2 | 3 | 2446.0 | 1461 | 985.0 | 0.860 | 4610 | 78 | 0.773 | 0.597 | 1/23/2022 |
| 785237958 | Attrited Customer | 45 | M | 5 | College | Married | $60K - $80K | Blue | 39 | 2 | 3 | 3 | 3439.0 | 0 | 3439.0 | 0.825 | 2661 | 35 | 0.296 | 0.000 | 8/21/2022 |
| 711333933 | Existing Customer | 56 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3005.0 | 1660 | 1345.0 | 0.880 | 4586 | 72 | 0.756 | 0.552 | 11/26/2019 |
| 710797833 | Existing Customer | 50 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 2033.0 | 841 | 1192.0 | 0.717 | 4360 | 95 | 0.696 | 0.414 | 8/10/2022 |
| 720154533 | Existing Customer | 53 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 39 | 2 | 3 | 2 | 2415.0 | 1643 | 772.0 | 0.964 | 5063 | 78 | 0.733 | 0.680 | 10/6/2019 |
| 719123958 | Attrited Customer | 40 | M | 4 | Unknown | Divorced | $60K - $80K | Blue | 27 | 2 | 2 | 3 | 5051.0 | 0 | 5051.0 | 0.588 | 2137 | 45 | 0.552 | 0.000 | 6/20/2021 |
| 780942633 | Existing Customer | 49 | M | 4 | High School | Married | Unknown | Blue | 32 | 2 | 1 | 3 | 3519.0 | 1336 | 2183.0 | 0.506 | 3552 | 68 | 0.619 | 0.380 | 7/14/2021 |
| 720034983 | Existing Customer | 26 | M | 0 | Unknown | Unknown | Less than $40K | Silver | 13 | 2 | 1 | 1 | 10254.0 | 0 | 10254.0 | 0.510 | 4258 | 68 | 0.838 | 0.000 | 10/17/2021 |
| 717307158 | Existing Customer | 48 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 1853.0 | 1314 | 539.0 | 0.925 | 5331 | 79 | 0.612 | 0.709 | 9/4/2020 |
| 708876183 | Existing Customer | 51 | M | 1 | High School | Single | $60K - $80K | Silver | 43 | 2 | 3 | 2 | 28673.0 | 0 | 28673.0 | 0.537 | 3722 | 69 | 0.725 | 0.000 | 2/16/2021 |
| 712660308 | Attrited Customer | 44 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1895.0 | 0 | 1895.0 | 0.736 | 2472 | 40 | 0.429 | 0.000 | 2/21/2019 |
| 715958583 | Existing Customer | 56 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 1 | 2 | 2 | 2041.0 | 1158 | 883.0 | 0.563 | 3588 | 63 | 0.432 | 0.567 | 9/17/2022 |
| 771546708 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 2 | 2 | 1 | 1438.3 | 0 | 1438.3 | 0.740 | 5013 | 81 | 1.025 | 0.000 | 4/2/2020 |
| 711252258 | Existing Customer | 54 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1572.0 | 985 | 587.0 | 0.745 | 4148 | 54 | 0.862 | 0.627 | 4/9/2020 |
| 772585008 | Existing Customer | 48 | F | 4 | High School | Married | Unknown | Blue | 38 | 2 | 3 | 1 | 3187.0 | 1937 | 1250.0 | 0.770 | 5111 | 90 | 0.667 | 0.608 | 2/12/2019 |
| 751143858 | Existing Customer | 59 | F | 1 | High School | Single | Unknown | Blue | 52 | 2 | 1 | 1 | 7427.0 | 2421 | 5006.0 | 0.701 | 4636 | 91 | 0.820 | 0.326 | 6/14/2022 |
| 708824958 | Existing Customer | 50 | F | 4 | High School | Single | Less than $40K | Blue | 42 | 2 | 1 | 2 | 1460.0 | 0 | 1460.0 | 0.682 | 4265 | 63 | 0.615 | 0.000 | 6/27/2020 |
| 819612933 | Existing Customer | 52 | M | 3 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 3 | 3 | 25410.0 | 0 | 25410.0 | 0.559 | 5472 | 70 | 0.591 | 0.000 | 12/3/2022 |
| 712804383 | Existing Customer | 56 | F | 0 | College | Married | Less than $40K | Blue | 38 | 1 | 1 | 2 | 2143.0 | 1194 | 949.0 | 0.490 | 4684 | 82 | 0.907 | 0.557 | 8/3/2019 |
| 790149483 | Existing Customer | 42 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 3 | 8566.0 | 1484 | 7082.0 | 0.807 | 4195 | 89 | 0.854 | 0.173 | 12/19/2020 |
| 712121508 | Existing Customer | 43 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 30 | 1 | 2 | 0 | 1438.3 | 0 | 1438.3 | 0.751 | 5200 | 89 | 0.679 | 0.000 | 9/11/2020 |
| 778853358 | Existing Customer | 59 | F | 0 | College | Single | Less than $40K | Blue | 40 | 1 | 3 | 3 | 3297.0 | 0 | 3297.0 | 0.861 | 4783 | 91 | 0.685 | 0.000 | 11/2/2021 |
| 716512383 | Existing Customer | 39 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2816.0 | 2517 | 299.0 | 0.742 | 4817 | 87 | 0.776 | 0.894 | 8/11/2022 |
| 823548858 | Attrited Customer | 53 | F | 4 | Graduate | Married | Unknown | Blue | 49 | 5 | 5 | 4 | 10533.0 | 330 | 10203.0 | 0.823 | 2585 | 48 | 0.714 | 0.031 | 7/16/2020 |
| 712144158 | Attrited Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 6 | 3 | 2370.0 | 1166 | 1204.0 | 0.562 | 2164 | 45 | 0.607 | 0.492 | 8/8/2021 |
| 824560758 | Attrited Customer | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 1 | 3 | 4 | 1678.0 | 0 | 1678.0 | 0.676 | 2475 | 61 | 0.694 | 0.000 | 11/15/2021 |
| 757710783 | Attrited Customer | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1493.0 | 0 | 1493.0 | 0.721 | 2516 | 63 | 0.575 | 0.000 | 5/22/2022 |
| 713081583 | Existing Customer | 51 | F | 4 | Unknown | Married | Less than $40K | Blue | 32 | 2 | 2 | 3 | 2350.0 | 1272 | 1078.0 | 0.873 | 4647 | 86 | 0.911 | 0.541 | 6/4/2020 |
| 710481333 | Attrited Customer | 50 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 5 | 2690.0 | 1614 | 1076.0 | 0.513 | 2272 | 57 | 0.541 | 0.600 | 10/11/2020 |
| 721060083 | Existing Customer | 42 | F | 3 | College | Married | Unknown | Blue | 27 | 1 | 1 | 1 | 7226.0 | 1889 | 5337.0 | 0.661 | 4653 | 71 | 0.614 | 0.261 | 3/16/2022 |
| 713759583 | Existing Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 1 | 3173.0 | 1822 | 1351.0 | 0.801 | 4883 | 71 | 0.614 | 0.574 | 9/14/2021 |
| 717547383 | Existing Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 2 | 3 | 1 | 2890.0 | 1392 | 1498.0 | 0.736 | 4233 | 77 | 0.791 | 0.482 | 3/27/2020 |
| 711683358 | Attrited Customer | 46 | F | 3 | High School | Unknown | Less than $40K | Blue | 41 | 2 | 3 | 4 | 3313.0 | 0 | 3313.0 | 0.561 | 2135 | 44 | 0.419 | 0.000 | 2/15/2021 |
| 710044308 | Existing Customer | 40 | F | 4 | Graduate | Single | $40K - $60K | Blue | 27 | 2 | 2 | 2 | 2625.0 | 1594 | 1031.0 | 0.544 | 2480 | 47 | 0.567 | 0.607 | 6/17/2021 |
| 713101383 | Existing Customer | 44 | F | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 1834.0 | 0 | 1834.0 | 0.618 | 5402 | 87 | 0.611 | 0.000 | 2/7/2022 |
| 757685733 | Existing Customer | 43 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3226.0 | 2145 | 1081.0 | 0.644 | 5066 | 75 | 0.786 | 0.665 | 8/10/2020 |
| 717823383 | Existing Customer | 56 | M | 4 | Unknown | Married | $60K - $80K | Blue | 47 | 1 | 1 | 3 | 3426.0 | 1841 | 1585.0 | 0.734 | 4268 | 81 | 0.800 | 0.537 | 9/7/2021 |
| 796029483 | Existing Customer | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 3 | 2 | 2174.0 | 785 | 1389.0 | 0.657 | 3890 | 78 | 0.660 | 0.361 | 4/4/2020 |
| 710099358 | Existing Customer | 60 | F | 1 | Unknown | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 3959.0 | 0 | 3959.0 | 0.806 | 4935 | 92 | 0.804 | 0.000 | 6/26/2020 |
| 713872008 | Existing Customer | 49 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 1 | 3 | 1 | 2215.0 | 1347 | 868.0 | 0.655 | 4656 | 72 | 0.636 | 0.608 | 3/9/2022 |
| 788802483 | Existing Customer | 47 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 29 | 2 | 2 | 3 | 2814.0 | 1595 | 1219.0 | 0.658 | 4766 | 87 | 0.582 | 0.567 | 1/9/2021 |
| 817988433 | Existing Customer | 56 | M | 3 | Unknown | Single | $60K - $80K | Blue | 51 | 2 | 2 | 2 | 6941.0 | 1013 | 5928.0 | 0.552 | 4097 | 78 | 0.592 | 0.146 | 7/27/2020 |
| 823554783 | Existing Customer | 44 | F | 3 | College | Single | Unknown | Blue | 40 | 2 | 1 | 3 | 3269.0 | 0 | 3269.0 | 0.797 | 5022 | 85 | 0.771 | 0.000 | 12/13/2020 |
| 710643183 | Existing Customer | 42 | F | 2 | High School | Single | Less than $40K | Blue | 23 | 2 | 2 | 3 | 3172.0 | 1160 | 2012.0 | 0.588 | 4163 | 83 | 0.804 | 0.366 | 10/10/2019 |
| 779859558 | Attrited Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 2 | 2 | 4 | 2452.0 | 1012 | 1440.0 | 0.460 | 2398 | 29 | 0.318 | 0.413 | 5/27/2019 |
| 798238008 | Existing Customer | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 30 | 2 | 1 | 2 | 5070.0 | 0 | 5070.0 | 0.536 | 4644 | 85 | 0.771 | 0.000 | 3/16/2019 |
| 811974483 | Existing Customer | 56 | M | 2 | Graduate | Single | $40K - $60K | Blue | 51 | 1 | 3 | 1 | 1466.0 | 723 | 743.0 | 0.793 | 5110 | 86 | 0.593 | 0.493 | 5/17/2020 |
| 778471758 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 1 | 3 | 3 | 2427.0 | 2362 | 65.0 | 0.670 | 4663 | 85 | 0.771 | 0.973 | 4/5/2021 |
| 718513233 | Existing Customer | 59 | M | 2 | Graduate | Single | $120K + | Blue | 48 | 1 | 3 | 3 | 17999.0 | 1861 | 16138.0 | 0.791 | 4740 | 78 | 0.950 | 0.103 | 11/28/2019 |
| 718147233 | Existing Customer | 44 | F | 1 | High School | Married | $40K - $60K | Blue | 31 | 2 | 2 | 3 | 4553.0 | 1538 | 3015.0 | 0.514 | 4999 | 95 | 0.557 | 0.338 | 8/25/2020 |
| 713700258 | Existing Customer | 55 | F | 1 | Post-Graduate | Married | Unknown | Blue | 42 | 1 | 3 | 3 | 2953.0 | 1896 | 1057.0 | 0.810 | 4644 | 79 | 0.612 | 0.642 | 4/18/2022 |
| 780670083 | Attrited Customer | 39 | F | 2 | Unknown | Unknown | $40K - $60K | Blue | 28 | 1 | 2 | 3 | 4363.0 | 0 | 4363.0 | 0.714 | 2596 | 48 | 0.846 | 0.000 | 9/30/2020 |
| 711438033 | Existing Customer | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 2 | 1894.0 | 0 | 1894.0 | 0.731 | 5750 | 73 | 0.872 | 0.000 | 2/17/2021 |
| 712253058 | Existing Customer | 48 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 1 | 2 | 1 | 2097.0 | 1255 | 842.0 | 0.610 | 4189 | 83 | 0.976 | 0.598 | 3/24/2022 |
| 713519508 | Existing Customer | 47 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 1983.0 | 989 | 994.0 | 0.726 | 5065 | 80 | 0.667 | 0.499 | 2/28/2022 |
| 789992733 | Existing Customer | 50 | F | 1 | Unknown | Unknown | Less than $40K | Blue | 42 | 1 | 1 | 2 | 2210.0 | 1539 | 671.0 | 0.843 | 4937 | 75 | 0.974 | 0.696 | 2/2/2021 |
| 710110683 | Existing Customer | 52 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 7879.0 | 1007 | 6872.0 | 0.726 | 4844 | 83 | 0.976 | 0.128 | 12/18/2022 |
| 720260433 | Existing Customer | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 3336.0 | 1687 | 1649.0 | 0.645 | 5577 | 95 | 0.759 | 0.506 | 6/25/2020 |
| 714148758 | Existing Customer | 34 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 27 | 2 | 3 | 3 | 1726.0 | 1398 | 328.0 | 1.009 | 5228 | 68 | 0.700 | 0.810 | 4/25/2020 |
| 715522233 | Existing Customer | 45 | F | 3 | Doctorate | Single | Less than $40K | Blue | 27 | 1 | 6 | 3 | 2917.0 | 1523 | 1394.0 | 0.724 | 4878 | 92 | 0.804 | 0.522 | 1/26/2022 |
| 712790358 | Attrited Customer | 39 | F | 3 | Uneducated | Married | Unknown | Blue | 30 | 6 | 3 | 4 | 3023.0 | 1348 | 1675.0 | 0.358 | 2219 | 44 | 0.630 | 0.446 | 3/5/2022 |
| 714943233 | Existing Customer | 49 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 31 | 2 | 2 | 2 | 1915.0 | 1545 | 370.0 | 0.775 | 3911 | 80 | 0.778 | 0.807 | 2/20/2022 |
| 789579033 | Existing Customer | 43 | M | 3 | Graduate | Unknown | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4878.0 | 2098 | 2780.0 | 0.665 | 5021 | 84 | 0.680 | 0.430 | 6/15/2020 |
| 708952758 | Existing Customer | 41 | F | 3 | College | Married | Less than $40K | Blue | 35 | 2 | 1 | 2 | 2066.0 | 1542 | 524.0 | 0.710 | 4887 | 76 | 0.617 | 0.746 | 9/20/2020 |
| 721374033 | Existing Customer | 53 | F | 1 | High School | Married | $40K - $60K | Blue | 39 | 2 | 3 | 3 | 2164.0 | 1115 | 1049.0 | 0.624 | 4341 | 69 | 0.643 | 0.515 | 3/17/2021 |
| 808891983 | Existing Customer | 42 | F | 5 | Graduate | Unknown | Less than $40K | Blue | 37 | 2 | 3 | 2 | 6250.0 | 1835 | 4415.0 | 0.644 | 4042 | 60 | 0.714 | 0.294 | 5/1/2022 |
| 794516508 | Existing Customer | 43 | F | 3 | High School | Married | Less than $40K | Blue | 24 | 2 | 2 | 1 | 1484.0 | 0 | 1484.0 | 0.532 | 4838 | 81 | 0.929 | 0.000 | 10/2/2020 |
| 714032883 | Existing Customer | 45 | M | 2 | College | Unknown | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 4718.0 | 1591 | 3127.0 | 0.927 | 4598 | 80 | 1.000 | 0.337 | 4/27/2019 |
| 778722033 | Existing Customer | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 2 | 2 | 0 | 2275.0 | 1265 | 1010.0 | 0.755 | 5626 | 77 | 1.081 | 0.556 | 2/18/2021 |
| 823578483 | Existing Customer | 44 | F | 4 | High School | Single | Less than $40K | Blue | 40 | 2 | 1 | 2 | 1438.3 | 1169 | 269.3 | 0.558 | 4429 | 78 | 0.529 | 0.813 | 9/29/2019 |
| 715148658 | Existing Customer | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 1 | 3 | 3 | 3683.0 | 1039 | 2644.0 | 0.595 | 4684 | 86 | 0.755 | 0.282 | 7/19/2022 |
| 709669533 | Existing Customer | 38 | F | 1 | High School | Divorced | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2722.0 | 1303 | 1419.0 | 0.391 | 4488 | 88 | 0.833 | 0.479 | 8/28/2022 |
| 787467858 | Existing Customer | 43 | M | 1 | High School | Married | $80K - $120K | Silver | 30 | 1 | 1 | 3 | 34516.0 | 2045 | 32471.0 | 0.590 | 4081 | 54 | 0.421 | 0.059 | 3/13/2022 |
| 708671733 | Existing Customer | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 2072.0 | 1499 | 573.0 | 0.598 | 4091 | 71 | 0.651 | 0.723 | 1/30/2019 |
| 709790058 | Existing Customer | 53 | M | 4 | Graduate | Married | $120K + | Blue | 40 | 1 | 1 | 3 | 6383.0 | 1512 | 4871.0 | 0.558 | 4985 | 87 | 0.776 | 0.237 | 3/29/2022 |
| 712714008 | Existing Customer | 39 | F | 4 | Unknown | Married | $40K - $60K | Blue | 28 | 2 | 3 | 2 | 2725.0 | 2302 | 423.0 | 0.876 | 4714 | 81 | 0.800 | 0.845 | 8/2/2019 |
| 715191258 | Existing Customer | 47 | F | 5 | Unknown | Married | Unknown | Blue | 41 | 1 | 2 | 3 | 2675.0 | 1999 | 676.0 | 0.679 | 4138 | 64 | 0.561 | 0.747 | 7/19/2021 |
| 757722708 | Existing Customer | 42 | M | 3 | College | Married | $60K - $80K | Blue | 35 | 1 | 3 | 1 | 1438.3 | 0 | 1438.3 | 0.887 | 4246 | 83 | 0.804 | 0.000 | 12/12/2019 |
| 718086783 | Existing Customer | 50 | M | 5 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 1 | 13478.0 | 0 | 13478.0 | 0.929 | 4738 | 56 | 0.867 | 0.000 | 12/15/2022 |
| 815253708 | Existing Customer | 46 | F | 2 | High School | Divorced | Less than $40K | Blue | 41 | 1 | 2 | 2 | 2841.0 | 1807 | 1034.0 | 0.573 | 4144 | 73 | 0.780 | 0.636 | 12/8/2022 |
| 715083633 | Existing Customer | 33 | F | 1 | Uneducated | Married | Less than $40K | Blue | 23 | 2 | 2 | 3 | 1830.0 | 1777 | 53.0 | 0.639 | 5271 | 76 | 0.854 | 0.971 | 2/19/2019 |
| 792098883 | Existing Customer | 37 | M | 2 | Doctorate | Single | $120K + | Blue | 31 | 2 | 1 | 3 | 2360.0 | 1204 | 1156.0 | 0.539 | 3696 | 82 | 0.822 | 0.510 | 12/16/2019 |
| 711873858 | Existing Customer | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 2 | 3 | 2 | 3717.0 | 1882 | 1835.0 | 0.796 | 4667 | 91 | 0.820 | 0.506 | 7/20/2020 |
| 713931258 | Attrited Customer | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 2 | 3 | 4 | 1438.3 | 0 | 1438.3 | 0.315 | 1988 | 42 | 0.355 | 0.000 | 12/20/2021 |
| 787591008 | Existing Customer | 42 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 2 | 1 | 1 | 2289.0 | 1195 | 1094.0 | 0.651 | 4955 | 83 | 0.627 | 0.522 | 7/17/2020 |
| 801518958 | Existing Customer | 56 | F | 1 | Graduate | Married | Unknown | Blue | 50 | 2 | 3 | 3 | 5338.0 | 0 | 5338.0 | 0.919 | 4139 | 69 | 0.865 | 0.000 | 12/5/2022 |
| 713068833 | Existing Customer | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.3 | 894 | 544.3 | 0.762 | 4687 | 85 | 0.932 | 0.622 | 12/28/2019 |
| 710566533 | Existing Customer | 40 | M | 1 | Unknown | Married | $60K - $80K | Blue | 27 | 1 | 3 | 3 | 2276.0 | 1372 | 904.0 | 0.564 | 4159 | 67 | 0.718 | 0.603 | 5/5/2019 |
| 789151983 | Existing Customer | 43 | F | 4 | Graduate | Unknown | $40K - $60K | Blue | 31 | 2 | 3 | 3 | 4091.0 | 1108 | 2983.0 | 0.774 | 5244 | 87 | 0.706 | 0.271 | 3/12/2022 |
| 766673433 | Existing Customer | 45 | M | 4 | Unknown | Married | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 3798.0 | 1570 | 2228.0 | 0.916 | 4512 | 80 | 0.778 | 0.413 | 6/2/2019 |
| 807589908 | Existing Customer | 47 | F | 5 | Unknown | Married | Less than $40K | Blue | 42 | 1 | 2 | 1 | 1778.0 | 822 | 956.0 | 0.680 | 4189 | 80 | 0.667 | 0.462 | 12/12/2021 |
| 708190158 | Attrited Customer | 38 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 2 | 3 | 0 | 2920.0 | 2426 | 494.0 | 0.983 | 2750 | 41 | 0.367 | 0.831 | 11/18/2019 |
| 784895358 | Attrited Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 3 | 3 | 1938.0 | 0 | 1938.0 | 0.612 | 2870 | 49 | 0.750 | 0.000 | 4/24/2021 |
| 710090133 | Existing Customer | 62 | F | 1 | College | Divorced | Less than $40K | Blue | 51 | 1 | 3 | 3 | 4049.0 | 1685 | 2364.0 | 0.597 | 3908 | 80 | 0.702 | 0.416 | 6/3/2022 |
| 799242033 | Existing Customer | 45 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 39 | 2 | 3 | 2 | 1438.3 | 1162 | 276.3 | 0.539 | 4598 | 86 | 0.623 | 0.808 | 8/25/2022 |
| 719377383 | Existing Customer | 40 | M | 2 | College | Single | $60K - $80K | Blue | 28 | 1 | 2 | 3 | 10880.0 | 2025 | 8855.0 | 0.753 | 4957 | 90 | 0.765 | 0.186 | 2/11/2021 |
| 710371683 | Existing Customer | 51 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 3451.0 | 2006 | 1445.0 | 0.555 | 4097 | 67 | 0.763 | 0.581 | 8/18/2021 |
| 719926683 | Existing Customer | 41 | M | 3 | High School | Divorced | $60K - $80K | Blue | 33 | 2 | 2 | 2 | 20749.0 | 2171 | 18578.0 | 0.842 | 4754 | 77 | 0.674 | 0.105 | 10/24/2020 |
| 793597833 | Existing Customer | 49 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 2481.0 | 1568 | 913.0 | 0.537 | 4466 | 69 | 0.533 | 0.632 | 4/22/2019 |
| 713739708 | Existing Customer | 61 | M | 0 | High School | Single | $60K - $80K | Blue | 53 | 1 | 3 | 3 | 2415.0 | 2050 | 365.0 | 0.499 | 4479 | 71 | 0.690 | 0.849 | 10/1/2022 |
| 709389558 | Existing Customer | 33 | F | 4 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 0 | 1438.3 | 0 | 1438.3 | 0.566 | 4641 | 85 | 0.700 | 0.000 | 11/28/2019 |
| 811907583 | Existing Customer | 45 | F | 4 | Uneducated | Single | Unknown | Blue | 40 | 1 | 2 | 2 | 7600.0 | 1574 | 6026.0 | 0.605 | 4240 | 67 | 0.396 | 0.207 | 8/21/2022 |
| 709087983 | Existing Customer | 35 | F | 3 | Doctorate | Single | Less than $40K | Blue | 27 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.620 | 5020 | 94 | 0.843 | 0.000 | 9/1/2020 |
| 712774908 | Existing Customer | 41 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 2 | 2 | 2 | 2601.0 | 1861 | 740.0 | 0.794 | 5111 | 83 | 0.660 | 0.715 | 4/21/2020 |
| 820639908 | Existing Customer | 48 | F | 4 | High School | Married | Unknown | Blue | 44 | 1 | 2 | 1 | 2625.0 | 2517 | 108.0 | 0.702 | 4378 | 81 | 0.884 | 0.959 | 6/1/2020 |
| 713497983 | Existing Customer | 49 | M | 5 | High School | Single | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 5578.0 | 0 | 5578.0 | 0.627 | 3459 | 53 | 0.710 | 0.000 | 11/18/2022 |
| 713489358 | Existing Customer | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 2 | 3698.0 | 0 | 3698.0 | 0.811 | 3763 | 82 | 0.864 | 0.000 | 2/10/2019 |
| 711381183 | Existing Customer | 51 | F | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1438.3 | 1141 | 297.3 | 0.690 | 4485 | 85 | 0.889 | 0.793 | 2/9/2022 |
| 814989933 | Existing Customer | 45 | F | 4 | College | Unknown | Less than $40K | Blue | 40 | 1 | 2 | 1 | 1795.0 | 1058 | 737.0 | 0.778 | 5575 | 73 | 0.738 | 0.589 | 3/18/2020 |
| 711847833 | Existing Customer | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 2 | 1933.0 | 1127 | 806.0 | 0.705 | 4833 | 71 | 0.690 | 0.583 | 9/18/2022 |
| 772837083 | Existing Customer | 41 | M | 3 | Graduate | Married | $120K + | Blue | 32 | 2 | 3 | 1 | 27169.0 | 0 | 27169.0 | 0.781 | 3906 | 87 | 0.977 | 0.000 | 1/15/2022 |
| 713652783 | Existing Customer | 30 | F | 0 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 2367.0 | 1220 | 1147.0 | 1.040 | 5568 | 90 | 0.957 | 0.515 | 8/2/2019 |
| 719202708 | Existing Customer | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 5642.0 | 541 | 5101.0 | 0.742 | 4633 | 84 | 0.680 | 0.096 | 1/16/2020 |
| 714566133 | Existing Customer | 60 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3239.0 | 2356 | 883.0 | 0.621 | 4621 | 91 | 0.750 | 0.727 | 2/22/2021 |
| 717553683 | Existing Customer | 52 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 3040.0 | 2517 | 523.0 | 0.774 | 4608 | 61 | 1.033 | 0.828 | 11/25/2022 |
| 814987983 | Existing Customer | 37 | F | 2 | College | Single | $40K - $60K | Blue | 32 | 2 | 1 | 3 | 3680.0 | 683 | 2997.0 | 0.850 | 4835 | 77 | 0.750 | 0.186 | 11/8/2019 |
| 789588933 | Existing Customer | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 1 | 1 | 1787.0 | 0 | 1787.0 | 0.609 | 3912 | 79 | 0.975 | 0.000 | 4/11/2022 |
| 714317058 | Existing Customer | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 4752.0 | 2437 | 2315.0 | 0.601 | 3946 | 63 | 0.750 | 0.513 | 12/20/2019 |
| 772271508 | Attrited Customer | 46 | F | 3 | Uneducated | Single | Unknown | Blue | 35 | 2 | 3 | 3 | 1706.0 | 0 | 1706.0 | 0.726 | 2320 | 42 | 0.448 | 0.000 | 8/13/2022 |
| 716366208 | Existing Customer | 45 | F | 2 | Uneducated | Married | Unknown | Blue | 36 | 2 | 1 | 3 | 8103.0 | 0 | 8103.0 | 0.986 | 5221 | 82 | 0.673 | 0.000 | 6/20/2022 |
| 710971908 | Existing Customer | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 31 | 2 | 3 | 3 | 3764.0 | 1780 | 1984.0 | 0.790 | 4898 | 80 | 0.667 | 0.473 | 4/26/2022 |
| 711412533 | Attrited Customer | 40 | F | 3 | High School | Single | Less than $40K | Blue | 35 | 6 | 3 | 5 | 5492.0 | 1573 | 3919.0 | 0.636 | 2416 | 45 | 0.667 | 0.286 | 5/27/2022 |
| 720593583 | Existing Customer | 39 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 32 | 1 | 2 | 2 | 3554.0 | 747 | 2807.0 | 0.621 | 5152 | 90 | 0.765 | 0.210 | 6/15/2019 |
| 720165258 | Existing Customer | 44 | F | 2 | High School | Unknown | Less than $40K | Blue | 29 | 2 | 3 | 1 | 3170.0 | 2330 | 840.0 | 0.858 | 5357 | 91 | 0.978 | 0.735 | 1/13/2019 |
| 716147658 | Existing Customer | 49 | F | 2 | Uneducated | Single | Unknown | Blue | 40 | 2 | 3 | 1 | 2464.0 | 1601 | 863.0 | 0.649 | 4739 | 86 | 0.792 | 0.650 | 3/26/2022 |
| 778436283 | Existing Customer | 41 | M | 4 | High School | Single | Less than $40K | Blue | 21 | 2 | 3 | 1 | 3429.0 | 1504 | 1925.0 | 0.601 | 4015 | 76 | 1.000 | 0.439 | 7/1/2021 |
| 711492258 | Existing Customer | 50 | M | 2 | Graduate | Married | $60K - $80K | Blue | 45 | 2 | 1 | 0 | 2021.0 | 1578 | 443.0 | 0.761 | 5298 | 71 | 0.919 | 0.781 | 8/17/2019 |
| 771106458 | Existing Customer | 54 | F | 4 | College | Married | Less than $40K | Blue | 41 | 1 | 5 | 2 | 2444.0 | 1313 | 1131.0 | 0.689 | 4609 | 61 | 0.794 | 0.537 | 10/22/2020 |
| 713183508 | Existing Customer | 39 | F | 1 | High School | Married | Unknown | Blue | 36 | 1 | 3 | 2 | 2751.0 | 1158 | 1593.0 | 0.821 | 4861 | 82 | 0.822 | 0.421 | 1/23/2022 |
| 710832108 | Existing Customer | 52 | F | 2 | Unknown | Single | $40K - $60K | Blue | 44 | 2 | 3 | 3 | 9017.0 | 2359 | 6658.0 | 0.895 | 4552 | 81 | 0.800 | 0.262 | 10/20/2020 |
| 719940483 | Existing Customer | 51 | F | 1 | Graduate | Married | $40K - $60K | Blue | 43 | 2 | 2 | 2 | 2107.0 | 1663 | 444.0 | 0.712 | 4841 | 88 | 0.725 | 0.789 | 12/16/2020 |
| 715207458 | Existing Customer | 46 | F | 1 | Unknown | Single | Less than $40K | Blue | 39 | 2 | 2 | 1 | 2029.0 | 1074 | 955.0 | 0.514 | 4802 | 90 | 0.800 | 0.529 | 7/8/2019 |
| 716839983 | Existing Customer | 48 | M | 3 | College | Married | $120K + | Blue | 36 | 2 | 3 | 2 | 32777.0 | 0 | 32777.0 | 0.665 | 4520 | 75 | 0.923 | 0.000 | 9/8/2022 |
| 781073733 | Existing Customer | 50 | M | 2 | Graduate | Married | $120K + | Blue | 41 | 1 | 3 | 3 | 4607.0 | 0 | 4607.0 | 0.898 | 4793 | 88 | 0.630 | 0.000 | 5/18/2021 |
| 757594083 | Existing Customer | 52 | F | 1 | Unknown | Married | Unknown | Blue | 45 | 2 | 4 | 0 | 23486.0 | 0 | 23486.0 | 0.616 | 4530 | 74 | 0.762 | 0.000 | 7/17/2020 |
| 764496708 | Existing Customer | 54 | F | 2 | High School | Married | Unknown | Blue | 47 | 2 | 3 | 3 | 1997.0 | 0 | 1997.0 | 0.825 | 4961 | 82 | 0.783 | 0.000 | 7/2/2022 |
| 714080433 | Existing Customer | 40 | F | 5 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 3144.0 | 1787 | 1357.0 | 0.685 | 4758 | 67 | 0.558 | 0.568 | 11/2/2021 |
| 757675158 | Existing Customer | 47 | F | 4 | Post-Graduate | Divorced | $40K - $60K | Blue | 40 | 2 | 2 | 3 | 2725.0 | 1851 | 874.0 | 0.687 | 4904 | 85 | 0.700 | 0.679 | 8/12/2019 |
| 715361433 | Existing Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1874.0 | 994 | 880.0 | 0.713 | 4194 | 78 | 0.857 | 0.530 | 5/23/2020 |
| 778191933 | Attrited Customer | 45 | M | 3 | Uneducated | Single | $120K + | Blue | 35 | 2 | 3 | 5 | 7135.0 | 2517 | 4618.0 | 0.631 | 2305 | 42 | 0.448 | 0.353 | 12/9/2022 |
| 718792758 | Existing Customer | 35 | F | 4 | Uneducated | Married | Unknown | Blue | 25 | 2 | 3 | 2 | 3379.0 | 587 | 2792.0 | 0.670 | 5121 | 80 | 0.702 | 0.174 | 6/20/2022 |
| 709738008 | Existing Customer | 48 | F | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 1 | 6 | 2 | 2804.0 | 1057 | 1747.0 | 0.576 | 5033 | 81 | 0.800 | 0.377 | 8/21/2022 |
| 799020258 | Existing Customer | 44 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 38 | 2 | 1 | 2 | 16553.0 | 0 | 16553.0 | 0.488 | 4797 | 82 | 0.907 | 0.000 | 4/2/2019 |
| 718152333 | Attrited Customer | 41 | F | 3 | Doctorate | Single | Unknown | Blue | 36 | 2 | 3 | 6 | 2246.0 | 0 | 2246.0 | 0.725 | 3607 | 51 | 0.821 | 0.000 | 9/19/2021 |
| 716324583 | Existing Customer | 42 | F | 4 | Uneducated | Single | Unknown | Blue | 36 | 1 | 4 | 1 | 2875.0 | 1892 | 983.0 | 0.750 | 4577 | 81 | 0.688 | 0.658 | 6/28/2022 |
| 720887058 | Existing Customer | 51 | F | 1 | Unknown | Married | Unknown | Blue | 35 | 1 | 2 | 3 | 3668.0 | 0 | 3668.0 | 0.655 | 4753 | 87 | 0.812 | 0.000 | 9/7/2021 |
| 714825408 | Existing Customer | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 2853.0 | 2517 | 336.0 | 0.595 | 4971 | 65 | 0.757 | 0.882 | 10/7/2019 |
| 788620083 | Existing Customer | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 2 | 2 | 2 | 2382.0 | 1419 | 963.0 | 0.780 | 4563 | 89 | 0.712 | 0.596 | 5/28/2019 |
| 719490108 | Existing Customer | 54 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2830.0 | 1779 | 1051.0 | 0.883 | 4854 | 74 | 0.947 | 0.629 | 10/15/2022 |
| 709044183 | Existing Customer | 47 | F | 3 | Unknown | Married | Unknown | Blue | 27 | 1 | 3 | 3 | 24987.0 | 824 | 24163.0 | 0.691 | 3995 | 64 | 0.561 | 0.033 | 4/10/2022 |
| 756944133 | Existing Customer | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 1 | 3 | 3705.0 | 2168 | 1537.0 | 0.662 | 4452 | 89 | 0.894 | 0.585 | 2/26/2019 |
| 785285883 | Attrited Customer | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1675.0 | 0 | 1675.0 | 0.760 | 2622 | 53 | 0.710 | 0.000 | 3/8/2020 |
| 779770683 | Existing Customer | 47 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1439.0 | 0 | 1439.0 | 0.638 | 5047 | 79 | 0.837 | 0.000 | 2/22/2022 |
| 718510983 | Existing Customer | 54 | F | 3 | Unknown | Single | $40K - $60K | Blue | 41 | 1 | 3 | 2 | 4440.0 | 0 | 4440.0 | 0.639 | 3720 | 89 | 0.894 | 0.000 | 1/28/2020 |
| 710322033 | Existing Customer | 52 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2563.0 | 1765 | 798.0 | 0.857 | 4515 | 77 | 0.925 | 0.689 | 4/8/2021 |
| 710560008 | Existing Customer | 46 | F | 4 | High School | Married | Less than $40K | Blue | 33 | 1 | 3 | 0 | 1896.0 | 1738 | 158.0 | 0.647 | 4588 | 75 | 0.923 | 0.917 | 7/26/2022 |
| 711298458 | Attrited Customer | 39 | F | 3 | Unknown | Married | Less than $40K | Blue | 26 | 5 | 2 | 5 | 2190.0 | 0 | 2190.0 | 0.691 | 2338 | 40 | 0.600 | 0.000 | 2/12/2021 |
| 789164283 | Existing Customer | 55 | F | 0 | Uneducated | Married | Less than $40K | Blue | 44 | 1 | 1 | 3 | 2596.0 | 1929 | 667.0 | 0.609 | 4726 | 87 | 0.812 | 0.743 | 3/5/2022 |
| 715773783 | Attrited Customer | 44 | F | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 2 | 3 | 4 | 4196.0 | 561 | 3635.0 | 0.741 | 2558 | 38 | 0.652 | 0.134 | 1/12/2019 |
| 779158533 | Existing Customer | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 25 | 2 | 3 | 3 | 1616.0 | 966 | 650.0 | 0.647 | 4774 | 74 | 0.805 | 0.598 | 9/28/2021 |
| 720463833 | Existing Customer | 42 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 6618.0 | 1738 | 4880.0 | 0.720 | 5022 | 76 | 0.854 | 0.263 | 1/5/2022 |
| 712747758 | Attrited Customer | 50 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2477.0 | 0 | 2477.0 | 0.445 | 2037 | 43 | 0.387 | 0.000 | 12/21/2021 |
| 771067308 | Existing Customer | 38 | F | 3 | High School | Single | $40K - $60K | Blue | 25 | 1 | 1 | 2 | 3040.0 | 1908 | 1132.0 | 0.758 | 5616 | 73 | 0.659 | 0.628 | 8/21/2019 |
| 750995508 | Attrited Customer | 41 | M | 3 | Unknown | Single | $60K - $80K | Blue | 32 | 1 | 3 | 3 | 4697.0 | 1046 | 3651.0 | 0.313 | 1679 | 29 | 0.318 | 0.223 | 3/1/2019 |
| 716171358 | Existing Customer | 51 | M | 4 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 4436.0 | 2222 | 2214.0 | 0.731 | 4460 | 85 | 0.771 | 0.501 | 6/26/2021 |
| 794637333 | Existing Customer | 44 | F | 2 | Graduate | Divorced | Less than $40K | Silver | 25 | 2 | 2 | 2 | 13138.0 | 0 | 13138.0 | 0.546 | 3881 | 77 | 0.791 | 0.000 | 9/19/2020 |
| 718437033 | Attrited Customer | 46 | M | 2 | Uneducated | Unknown | $60K - $80K | Blue | 30 | 4 | 3 | 2 | 1438.3 | 681 | 757.3 | 0.731 | 2527 | 38 | 0.583 | 0.473 | 6/8/2022 |
| 718492908 | Existing Customer | 38 | F | 3 | College | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 3297.0 | 1554 | 1743.0 | 0.605 | 4636 | 86 | 0.720 | 0.471 | 5/8/2021 |
| 716033508 | Existing Customer | 46 | M | 2 | Graduate | Single | $60K - $80K | Blue | 34 | 1 | 3 | 2 | 6272.0 | 1434 | 4838.0 | 1.172 | 4514 | 66 | 1.200 | 0.229 | 5/27/2022 |
| 717603858 | Existing Customer | 54 | M | 3 | College | Single | $40K - $60K | Blue | 42 | 1 | 2 | 1 | 5608.0 | 1775 | 3833.0 | 0.522 | 4325 | 77 | 0.750 | 0.317 | 3/14/2020 |
| 714741933 | Existing Customer | 42 | M | 4 | Unknown | Married | $60K - $80K | Blue | 32 | 1 | 1 | 2 | 9906.0 | 1759 | 8147.0 | 0.785 | 4033 | 76 | 1.000 | 0.178 | 2/1/2020 |
| 716558283 | Existing Customer | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1621.0 | 1046 | 575.0 | 0.729 | 5247 | 84 | 0.615 | 0.645 | 4/1/2022 |
| 719022558 | Existing Customer | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 1 | 3 | 3 | 2305.0 | 1173 | 1132.0 | 0.818 | 5106 | 74 | 0.762 | 0.509 | 11/28/2020 |
| 717334233 | Existing Customer | 54 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 9525.0 | 2517 | 7008.0 | 0.669 | 4804 | 79 | 0.881 | 0.264 | 3/8/2020 |
| 709222008 | Attrited Customer | 41 | M | 3 | Unknown | Single | $80K - $120K | Blue | 32 | 1 | 3 | 4 | 4742.0 | 2221 | 2521.0 | 0.464 | 2422 | 41 | 0.464 | 0.468 | 11/15/2020 |
| 719192808 | Existing Customer | 51 | M | 4 | Graduate | Single | $120K + | Blue | 36 | 2 | 1 | 1 | 3168.0 | 2147 | 1021.0 | 0.663 | 4674 | 71 | 0.821 | 0.678 | 6/20/2021 |
| 719281533 | Existing Customer | 37 | F | 3 | College | Married | Less than $40K | Blue | 27 | 2 | 1 | 3 | 2939.0 | 1388 | 1551.0 | 0.690 | 5076 | 84 | 0.826 | 0.472 | 10/19/2021 |
| 710877108 | Existing Customer | 44 | F | 1 | High School | Divorced | Less than $40K | Blue | 32 | 1 | 1 | 2 | 2724.0 | 1288 | 1436.0 | 0.613 | 4171 | 75 | 1.206 | 0.473 | 6/15/2022 |
| 714155283 | Existing Customer | 46 | F | 2 | Unknown | Married | Unknown | Blue | 36 | 2 | 3 | 0 | 6990.0 | 876 | 6114.0 | 0.752 | 4861 | 77 | 0.638 | 0.125 | 6/6/2020 |
| 771214083 | Existing Customer | 45 | M | 2 | High School | Unknown | $60K - $80K | Blue | 32 | 1 | 2 | 3 | 1870.0 | 0 | 1870.0 | 0.761 | 4891 | 65 | 0.806 | 0.000 | 9/21/2019 |
| 770581983 | Existing Customer | 55 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 1 | 1 | 3 | 1438.3 | 0 | 1438.3 | 0.861 | 4885 | 88 | 0.630 | 0.000 | 2/26/2019 |
| 718742808 | Attrited Customer | 55 | F | 1 | High School | Married | $40K - $60K | Blue | 46 | 2 | 4 | 3 | 4629.0 | 710 | 3919.0 | 0.788 | 2877 | 49 | 0.581 | 0.153 | 2/24/2021 |
| 710257683 | Existing Customer | 50 | M | 3 | Graduate | Single | $120K + | Blue | 33 | 1 | 2 | 2 | 34516.0 | 1134 | 33382.0 | 0.585 | 4520 | 73 | 0.659 | 0.033 | 3/15/2020 |
| 721426383 | Attrited Customer | 36 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1558.0 | 261 | 1297.0 | 0.775 | 2424 | 40 | 0.600 | 0.168 | 11/8/2021 |
| 721041483 | Attrited Customer | 45 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 2 | 13093.0 | 2517 | 10576.0 | 0.426 | 2032 | 39 | 0.444 | 0.192 | 1/21/2019 |
| 719922558 | Existing Customer | 45 | F | 5 | Unknown | Divorced | $40K - $60K | Blue | 33 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.739 | 5346 | 84 | 0.787 | 0.000 | 8/9/2019 |
| 715072533 | Existing Customer | 41 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 36 | 2 | 6 | 2 | 4451.0 | 0 | 4451.0 | 0.726 | 4456 | 75 | 0.974 | 0.000 | 2/11/2022 |
| 716214108 | Existing Customer | 44 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 2 | 1 | 6426.0 | 0 | 6426.0 | 0.592 | 4892 | 80 | 0.818 | 0.000 | 1/20/2021 |
| 772216833 | Existing Customer | 47 | F | 5 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 2761.0 | 1950 | 811.0 | 0.582 | 4510 | 88 | 0.660 | 0.706 | 1/22/2020 |
| 708553008 | Existing Customer | 38 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 1 | 2 | 3 | 2148.0 | 1103 | 1045.0 | 0.602 | 4711 | 64 | 0.882 | 0.514 | 4/30/2020 |
| 778880358 | Existing Customer | 49 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 1 | 3 | 3 | 2485.0 | 1648 | 837.0 | 0.595 | 4208 | 71 | 0.919 | 0.663 | 12/9/2021 |
| 720258183 | Existing Customer | 39 | F | 4 | Graduate | Single | $40K - $60K | Blue | 25 | 2 | 3 | 3 | 3394.0 | 2517 | 877.0 | 0.689 | 5421 | 75 | 0.829 | 0.742 | 8/21/2022 |
| 720689583 | Existing Customer | 50 | F | 3 | High School | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 3367.0 | 1747 | 1620.0 | 0.769 | 5657 | 91 | 0.517 | 0.519 | 10/30/2020 |
| 758168133 | Existing Customer | 50 | F | 0 | High School | Married | $40K - $60K | Blue | 43 | 2 | 3 | 1 | 4154.0 | 1060 | 3094.0 | 0.544 | 4325 | 86 | 0.720 | 0.255 | 9/5/2022 |
| 716322783 | Existing Customer | 47 | F | 3 | Unknown | Married | Less than $40K | Blue | 37 | 2 | 2 | 2 | 2154.0 | 1628 | 526.0 | 0.665 | 4538 | 74 | 0.762 | 0.756 | 6/10/2019 |
| 711118083 | Existing Customer | 54 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 43 | 1 | 2 | 1 | 2506.0 | 1784 | 722.0 | 0.729 | 4504 | 80 | 1.051 | 0.712 | 2/12/2019 |
| 709591533 | Existing Customer | 46 | F | 3 | College | Divorced | Less than $40K | Blue | 38 | 1 | 1 | 3 | 1774.0 | 1115 | 659.0 | 0.686 | 3474 | 60 | 0.667 | 0.629 | 6/22/2022 |
| 794556333 | Existing Customer | 43 | F | 2 | Unknown | Single | Unknown | Blue | 27 | 1 | 3 | 3 | 3287.0 | 1697 | 1590.0 | 0.711 | 5236 | 77 | 1.026 | 0.516 | 5/13/2020 |
| 771630783 | Existing Customer | 42 | F | 3 | High School | Married | Unknown | Blue | 30 | 1 | 1 | 2 | 1821.0 | 935 | 886.0 | 0.781 | 4786 | 87 | 0.776 | 0.513 | 6/8/2019 |
| 708672708 | Existing Customer | 49 | M | 4 | High School | Unknown | $80K - $120K | Blue | 31 | 2 | 3 | 3 | 34516.0 | 2517 | 31999.0 | 0.710 | 3990 | 65 | 1.031 | 0.073 | 8/7/2021 |
| 715590258 | Existing Customer | 45 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 1 | 3 | 3918.0 | 2070 | 1848.0 | 0.760 | 4700 | 69 | 0.643 | 0.528 | 3/4/2019 |
| 714241083 | Existing Customer | 49 | F | 1 | Graduate | Married | Unknown | Blue | 39 | 1 | 1 | 3 | 5455.0 | 2091 | 3364.0 | 0.748 | 4349 | 58 | 0.812 | 0.383 | 3/9/2019 |
| 708416433 | Attrited Customer | 41 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2372.0 | 0 | 2372.0 | 0.597 | 2499 | 41 | 0.464 | 0.000 | 2/9/2019 |
| 779183958 | Attrited Customer | 45 | F | 2 | Graduate | Single | Less than $40K | Blue | 33 | 1 | 3 | 4 | 1492.0 | 0 | 1492.0 | 0.502 | 2469 | 38 | 0.267 | 0.000 | 5/6/2022 |
| 709061658 | Existing Customer | 44 | F | 1 | Graduate | Single | Less than $40K | Blue | 31 | 2 | 2 | 3 | 1550.0 | 716 | 834.0 | 0.749 | 4534 | 87 | 0.977 | 0.462 | 6/10/2019 |
| 717384183 | Existing Customer | 58 | F | 3 | Graduate | Single | Less than $40K | Blue | 53 | 1 | 3 | 1 | 2669.0 | 2048 | 621.0 | 0.725 | 4863 | 79 | 1.135 | 0.767 | 6/18/2019 |
| 778921908 | Existing Customer | 42 | M | 4 | College | Single | $60K - $80K | Blue | 23 | 2 | 3 | 1 | 3311.0 | 841 | 2470.0 | 0.700 | 4559 | 80 | 0.905 | 0.254 | 5/1/2022 |
| 714745608 | Existing Customer | 51 | F | 4 | High School | Single | Less than $40K | Blue | 33 | 2 | 4 | 3 | 3068.0 | 2071 | 997.0 | 0.854 | 5524 | 71 | 0.972 | 0.675 | 1/27/2020 |
| 709200633 | Existing Customer | 55 | F | 1 | Graduate | Single | Unknown | Blue | 49 | 1 | 4 | 3 | 2721.0 | 0 | 2721.0 | 0.508 | 5443 | 73 | 0.973 | 0.000 | 10/19/2020 |
| 714714558 | Existing Customer | 37 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 27 | 1 | 3 | 2 | 3050.0 | 2517 | 533.0 | 1.177 | 4698 | 75 | 0.923 | 0.825 | 12/8/2020 |
| 801363633 | Existing Customer | 60 | F | 2 | Graduate | Married | Unknown | Blue | 54 | 1 | 2 | 2 | 3356.0 | 1664 | 1692.0 | 0.862 | 5200 | 81 | 0.929 | 0.496 | 2/27/2019 |
| 778847808 | Existing Customer | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 23 | 1 | 2 | 3 | 2647.0 | 1245 | 1402.0 | 0.712 | 4911 | 82 | 0.864 | 0.470 | 10/6/2019 |
| 713015433 | Existing Customer | 50 | F | 4 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 4 | 3 | 2407.0 | 1102 | 1305.0 | 0.736 | 4543 | 71 | 0.775 | 0.458 | 2/16/2019 |
| 711666708 | Attrited Customer | 52 | F | 2 | High School | Married | Unknown | Blue | 39 | 1 | 3 | 4 | 2233.0 | 1790 | 443.0 | 0.798 | 2888 | 50 | 0.562 | 0.802 | 2/24/2021 |
| 809631483 | Existing Customer | 42 | M | 3 | Post-Graduate | Unknown | $80K - $120K | Blue | 37 | 1 | 1 | 3 | 32106.0 | 0 | 32106.0 | 0.678 | 4452 | 83 | 0.729 | 0.000 | 3/21/2021 |
| 808967883 | Existing Customer | 48 | F | 4 | Unknown | Married | Less than $40K | Blue | 43 | 1 | 1 | 0 | 2089.0 | 1262 | 827.0 | 0.886 | 5069 | 76 | 1.111 | 0.604 | 7/6/2020 |
| 710532258 | Existing Customer | 48 | F | 3 | High School | Divorced | Less than $40K | Blue | 36 | 1 | 1 | 1 | 2185.0 | 1495 | 690.0 | 0.924 | 4906 | 83 | 0.804 | 0.684 | 4/17/2020 |
| 812235108 | Existing Customer | 44 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 39 | 2 | 3 | 3 | 4057.0 | 755 | 3302.0 | 0.873 | 4301 | 58 | 1.417 | 0.186 | 9/9/2021 |
| 817293258 | Existing Customer | 44 | F | 4 | College | Married | $40K - $60K | Blue | 27 | 1 | 1 | 2 | 3183.0 | 2517 | 666.0 | 0.726 | 4017 | 63 | 0.853 | 0.791 | 9/6/2021 |
| 714695883 | Existing Customer | 45 | F | 5 | Uneducated | Unknown | Less than $40K | Blue | 36 | 1 | 2 | 3 | 2699.0 | 1583 | 1116.0 | 0.648 | 4071 | 75 | 0.829 | 0.587 | 11/8/2022 |
| 738062658 | Existing Customer | 57 | M | 3 | Graduate | Single | $80K - $120K | Blue | 50 | 2 | 3 | 3 | 17096.0 | 1762 | 15334.0 | 0.409 | 4231 | 62 | 0.550 | 0.103 | 11/6/2022 |
| 709518858 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 1 | 1 | 1 | 2897.0 | 0 | 2897.0 | 0.700 | 4891 | 87 | 0.776 | 0.000 | 3/18/2021 |
| 819634233 | Attrited Customer | 46 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 40 | 5 | 2 | 2 | 6568.0 | 0 | 6568.0 | 0.101 | 1507 | 33 | 0.222 | 0.000 | 11/4/2021 |
| 711272058 | Existing Customer | 40 | F | 4 | Graduate | Married | Unknown | Blue | 28 | 1 | 3 | 3 | 1622.0 | 972 | 650.0 | 0.866 | 4216 | 71 | 1.367 | 0.599 | 8/18/2019 |
| 716262708 | Existing Customer | 51 | F | 2 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1438.3 | 718 | 720.3 | 0.571 | 4447 | 71 | 0.821 | 0.499 | 11/2/2019 |
| 708928008 | Existing Customer | 34 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 1677.0 | 0 | 1677.0 | 0.700 | 4035 | 87 | 0.891 | 0.000 | 8/13/2020 |
| 765755283 | Existing Customer | 48 | F | 2 | Graduate | Married | Unknown | Blue | 41 | 1 | 1 | 3 | 7884.0 | 745 | 7139.0 | 0.714 | 4588 | 74 | 0.762 | 0.094 | 4/14/2020 |
| 711922158 | Existing Customer | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 3 | 1860.0 | 0 | 1860.0 | 0.778 | 5109 | 62 | 0.722 | 0.000 | 9/22/2020 |
| 773177358 | Existing Customer | 48 | F | 3 | Graduate | Married | Unknown | Blue | 41 | 1 | 2 | 2 | 8074.0 | 2426 | 5648.0 | 0.720 | 5372 | 93 | 0.788 | 0.300 | 12/19/2022 |
| 779638983 | Existing Customer | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 2 | 3 | 3 | 2124.0 | 1573 | 551.0 | 0.728 | 4592 | 83 | 0.804 | 0.741 | 1/24/2020 |
| 708723858 | Existing Customer | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 1 | 3 | 3413.0 | 1715 | 1698.0 | 0.812 | 3843 | 67 | 0.634 | 0.502 | 12/20/2021 |
| 712184133 | Existing Customer | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 24 | 2 | 3 | 3 | 2178.0 | 1408 | 770.0 | 0.635 | 5089 | 80 | 0.455 | 0.646 | 9/21/2020 |
| 709948233 | Existing Customer | 47 | F | 3 | Uneducated | Single | Unknown | Blue | 35 | 1 | 4 | 3 | 2446.0 | 1899 | 547.0 | 0.714 | 5347 | 87 | 0.740 | 0.776 | 8/11/2021 |
| 709415583 | Existing Customer | 37 | F | 2 | Unknown | Single | Less than $40K | Blue | 21 | 1 | 1 | 1 | 3967.0 | 1476 | 2491.0 | 0.626 | 4490 | 66 | 0.833 | 0.372 | 10/30/2019 |
| 714005508 | Existing Customer | 45 | F | 4 | Graduate | Married | Unknown | Blue | 36 | 2 | 2 | 2 | 4146.0 | 2027 | 2119.0 | 0.740 | 4323 | 64 | 0.684 | 0.489 | 2/2/2020 |
| 712407033 | Existing Customer | 26 | F | 0 | Uneducated | Unknown | Unknown | Silver | 13 | 1 | 2 | 3 | 34516.0 | 2403 | 32113.0 | 0.623 | 4174 | 59 | 0.735 | 0.070 | 1/25/2022 |
| 716333283 | Existing Customer | 58 | F | 0 | Unknown | Unknown | Less than $40K | Blue | 52 | 1 | 2 | 2 | 1869.0 | 1255 | 614.0 | 0.847 | 5269 | 80 | 0.633 | 0.671 | 10/22/2021 |
| 715534083 | Existing Customer | 46 | F | 2 | College | Single | Unknown | Blue | 33 | 2 | 3 | 1 | 2168.0 | 1334 | 834.0 | 0.622 | 4043 | 73 | 0.738 | 0.615 | 1/24/2019 |
| 789492558 | Existing Customer | 49 | F | 2 | College | Married | Less than $40K | Blue | 40 | 1 | 2 | 1 | 2096.0 | 1276 | 820.0 | 0.600 | 4926 | 82 | 0.745 | 0.609 | 2/26/2022 |
| 770929383 | Existing Customer | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 1 | 1 | 7293.0 | 993 | 6300.0 | 0.507 | 4828 | 82 | 0.640 | 0.136 | 1/29/2019 |
| 708890133 | Existing Customer | 46 | F | 4 | College | Married | Unknown | Blue | 35 | 2 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.802 | 4659 | 74 | 1.114 | 0.000 | 5/22/2020 |
| 788595183 | Existing Customer | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 3 | 1438.3 | 686 | 752.3 | 0.680 | 3499 | 80 | 0.860 | 0.477 | 3/16/2019 |
| 713167383 | Existing Customer | 57 | F | 3 | High School | Single | Less than $40K | Blue | 46 | 1 | 2 | 2 | 2298.0 | 1540 | 758.0 | 0.708 | 5154 | 81 | 0.976 | 0.670 | 4/20/2019 |
| 717704433 | Existing Customer | 48 | F | 4 | Unknown | Single | Unknown | Blue | 37 | 1 | 2 | 1 | 3829.0 | 836 | 2993.0 | 0.731 | 4313 | 85 | 0.545 | 0.218 | 1/3/2022 |
| 718590183 | Existing Customer | 58 | F | 3 | Doctorate | Married | Less than $40K | Blue | 47 | 1 | 3 | 3 | 1517.0 | 920 | 597.0 | 0.825 | 5067 | 69 | 0.865 | 0.606 | 10/21/2021 |
| 719019483 | Existing Customer | 46 | F | 2 | College | Unknown | Less than $40K | Silver | 36 | 2 | 3 | 1 | 13427.0 | 1507 | 11920.0 | 0.840 | 4266 | 63 | 0.750 | 0.112 | 6/3/2020 |
| 710401458 | Existing Customer | 53 | M | 3 | Unknown | Married | $80K - $120K | Blue | 40 | 2 | 2 | 3 | 16747.0 | 0 | 16747.0 | 0.801 | 4350 | 76 | 0.767 | 0.000 | 10/11/2019 |
| 720783558 | Existing Customer | 58 | F | 1 | Graduate | Married | Unknown | Blue | 48 | 2 | 3 | 1 | 9926.0 | 2216 | 7710.0 | 0.524 | 4937 | 73 | 0.553 | 0.223 | 3/16/2019 |
| 772364358 | Existing Customer | 54 | F | 2 | High School | Unknown | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2691.0 | 811 | 1880.0 | 0.767 | 4413 | 80 | 0.633 | 0.301 | 11/19/2019 |
| 719868183 | Attrited Customer | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 30 | 5 | 3 | 2 | 1456.0 | 0 | 1456.0 | 0.694 | 2843 | 42 | 0.500 | 0.000 | 12/30/2021 |
| 709388058 | Existing Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 2 | 3 | 2 | 2005.0 | 1263 | 742.0 | 0.657 | 4906 | 80 | 0.818 | 0.630 | 8/13/2020 |
| 717004533 | Existing Customer | 35 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 0 | 4790.0 | 1189 | 3601.0 | 0.698 | 4544 | 81 | 0.929 | 0.248 | 2/21/2022 |
| 714969183 | Existing Customer | 46 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3123.0 | 1639 | 1484.0 | 0.788 | 4117 | 76 | 1.111 | 0.525 | 10/26/2020 |
| 720837708 | Existing Customer | 42 | F | 3 | College | Unknown | Less than $40K | Blue | 28 | 1 | 2 | 3 | 5471.0 | 2517 | 2954.0 | 0.493 | 5103 | 94 | 0.679 | 0.460 | 11/2/2019 |
| 759947433 | Existing Customer | 53 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 1 | 2 | 2 | 13670.0 | 0 | 13670.0 | 0.819 | 4812 | 81 | 0.653 | 0.000 | 12/26/2019 |
| 767404083 | Attrited Customer | 52 | M | 2 | Graduate | Single | $60K - $80K | Blue | 45 | 2 | 3 | 3 | 3460.0 | 0 | 3460.0 | 0.466 | 2355 | 47 | 0.621 | 0.000 | 7/9/2019 |
| 781926633 | Existing Customer | 48 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 42 | 1 | 3 | 3 | 3202.0 | 2517 | 685.0 | 0.597 | 4675 | 88 | 0.692 | 0.786 | 9/27/2021 |
| 772127508 | Attrited Customer | 31 | F | 1 | Uneducated | Married | Less than $40K | Blue | 20 | 6 | 2 | 2 | 1438.3 | 0 | 1438.3 | 0.706 | 2614 | 49 | 0.531 | 0.000 | 10/9/2019 |
| 720518283 | Existing Customer | 50 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 1 | 3 | 2 | 2296.0 | 1371 | 925.0 | 0.604 | 5483 | 77 | 0.791 | 0.597 | 4/5/2019 |
| 715380483 | Existing Customer | 54 | F | 5 | Unknown | Single | Less than $40K | Blue | 49 | 2 | 3 | 2 | 1476.0 | 0 | 1476.0 | 0.699 | 4462 | 75 | 0.786 | 0.000 | 11/19/2022 |
| 789296133 | Existing Customer | 35 | F | 3 | Doctorate | Single | Unknown | Blue | 24 | 1 | 1 | 3 | 12287.0 | 770 | 11517.0 | 0.612 | 4601 | 65 | 0.757 | 0.063 | 7/2/2021 |
| 711029358 | Existing Customer | 41 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2470.0 | 1566 | 904.0 | 0.811 | 5011 | 61 | 0.743 | 0.634 | 5/11/2022 |
| 712615008 | Existing Customer | 46 | M | 2 | Graduate | Unknown | $120K + | Blue | 34 | 1 | 3 | 2 | 24431.0 | 892 | 23539.0 | 0.417 | 3457 | 66 | 0.571 | 0.037 | 3/11/2021 |
| 816826008 | Existing Customer | 41 | M | 4 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 1950.0 | 998 | 952.0 | 0.619 | 4630 | 84 | 0.714 | 0.512 | 6/1/2020 |
| 715488483 | Existing Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 6615.0 | 0 | 6615.0 | 0.619 | 4575 | 75 | 0.786 | 0.000 | 3/21/2019 |
| 717759783 | Existing Customer | 47 | F | 4 | Unknown | Single | Unknown | Blue | 34 | 1 | 3 | 2 | 5756.0 | 860 | 4896.0 | 0.708 | 5298 | 72 | 0.714 | 0.149 | 11/25/2019 |
| 796083783 | Attrited Customer | 55 | F | 2 | College | Single | Unknown | Blue | 49 | 1 | 0 | 6 | 1438.3 | 0 | 1438.3 | 0.608 | 2278 | 57 | 0.727 | 0.000 | 7/23/2022 |
| 709925733 | Existing Customer | 32 | F | 0 | Unknown | Single | Less than $40K | Blue | 22 | 1 | 3 | 2 | 1438.3 | 713 | 725.3 | 0.806 | 5099 | 80 | 0.951 | 0.496 | 2/9/2020 |
| 715309083 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1912.0 | 0 | 1912.0 | 0.728 | 4851 | 87 | 0.642 | 0.000 | 7/3/2019 |
| 778441533 | Attrited Customer | 45 | F | 4 | High School | Single | Unknown | Blue | 26 | 6 | 2 | 2 | 4549.0 | 1631 | 2918.0 | 0.779 | 2240 | 34 | 0.478 | 0.359 | 11/12/2021 |
| 715891533 | Existing Customer | 45 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 33 | 1 | 2 | 1 | 1979.0 | 1305 | 674.0 | 0.702 | 5458 | 84 | 0.750 | 0.659 | 4/25/2021 |
| 788848458 | Existing Customer | 40 | F | 5 | Unknown | Married | $40K - $60K | Blue | 24 | 1 | 1 | 2 | 2803.0 | 1747 | 1056.0 | 0.954 | 5089 | 71 | 1.029 | 0.623 | 8/17/2020 |
| 708399858 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 35 | 2 | 2 | 1 | 2548.0 | 2250 | 298.0 | 0.581 | 4747 | 77 | 0.791 | 0.883 | 12/28/2021 |
| 711944733 | Existing Customer | 45 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1457.0 | 828 | 629.0 | 0.852 | 5401 | 93 | 0.661 | 0.568 | 9/27/2022 |
| 712683633 | Attrited Customer | 32 | F | 0 | Unknown | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.569 | 2464 | 37 | 0.321 | 0.000 | 10/28/2022 |
| 785487783 | Existing Customer | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 2 | 2 | 0 | 1980.0 | 1409 | 571.0 | 0.743 | 5350 | 96 | 0.714 | 0.712 | 10/16/2019 |
| 718951683 | Existing Customer | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 2 | 3 | 1 | 2216.0 | 1262 | 954.0 | 0.497 | 4763 | 83 | 0.660 | 0.569 | 2/18/2022 |
| 718329183 | Existing Customer | 57 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 47 | 1 | 3 | 2 | 4262.0 | 2517 | 1745.0 | 0.682 | 3943 | 75 | 0.744 | 0.591 | 8/7/2020 |
| 788960658 | Existing Customer | 42 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 1 | 2 | 3 | 2573.0 | 1742 | 831.0 | 0.693 | 4649 | 88 | 0.760 | 0.677 | 7/7/2021 |
| 713120433 | Existing Customer | 55 | F | 2 | High School | Married | $40K - $60K | Blue | 42 | 2 | 2 | 3 | 5431.0 | 2007 | 3424.0 | 0.661 | 4569 | 82 | 0.608 | 0.370 | 1/8/2021 |
| 720980958 | Existing Customer | 43 | F | 5 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 3092.0 | 909 | 2183.0 | 0.832 | 4797 | 87 | 0.851 | 0.294 | 8/22/2019 |
| 709606158 | Existing Customer | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 1 | 3 | 3 | 2984.0 | 0 | 2984.0 | 0.770 | 4878 | 86 | 0.870 | 0.000 | 6/26/2022 |
| 714168183 | Existing Customer | 48 | F | 2 | Uneducated | Married | Unknown | Blue | 38 | 1 | 3 | 3 | 2186.0 | 1017 | 1169.0 | 0.617 | 4629 | 77 | 0.791 | 0.465 | 1/18/2021 |
| 712524858 | Existing Customer | 34 | M | 1 | Graduate | Single | Less than $40K | Blue | 28 | 1 | 6 | 3 | 2669.0 | 1649 | 1020.0 | 0.630 | 4314 | 74 | 0.609 | 0.618 | 3/23/2021 |
| 815072283 | Existing Customer | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 1 | 1789.0 | 1156 | 633.0 | 0.748 | 5110 | 75 | 0.630 | 0.646 | 1/4/2021 |
| 715980258 | Existing Customer | 36 | F | 1 | Doctorate | Single | Less than $40K | Blue | 25 | 1 | 2 | 3 | 2835.0 | 2511 | 324.0 | 0.731 | 4811 | 77 | 0.925 | 0.886 | 2/23/2019 |
| 788715483 | Existing Customer | 44 | F | 5 | Graduate | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 1558.0 | 879 | 679.0 | 0.874 | 4805 | 86 | 0.792 | 0.564 | 9/19/2022 |
| 809276808 | Existing Customer | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 42 | 1 | 1 | 3 | 7299.0 | 0 | 7299.0 | 0.806 | 4678 | 83 | 0.729 | 0.000 | 12/26/2022 |
| 708885558 | Attrited Customer | 56 | F | 1 | High School | Single | Less than $40K | Blue | 48 | 1 | 5 | 2 | 3556.0 | 0 | 3556.0 | 0.596 | 2220 | 45 | 0.731 | 0.000 | 6/6/2020 |
| 789373683 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 1 | 2 | 2 | 1438.3 | 834 | 604.3 | 0.635 | 4976 | 70 | 0.842 | 0.580 | 1/12/2021 |
| 714216858 | Existing Customer | 35 | F | 2 | Unknown | Single | Unknown | Blue | 36 | 2 | 1 | 2 | 1507.0 | 0 | 1507.0 | 0.810 | 4679 | 85 | 0.771 | 0.000 | 9/10/2022 |
| 719150658 | Attrited Customer | 51 | F | 2 | Graduate | Married | Unknown | Blue | 34 | 2 | 3 | 2 | 7551.0 | 0 | 7551.0 | 0.894 | 2977 | 46 | 0.394 | 0.000 | 1/21/2019 |
| 712302783 | Existing Customer | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 25 | 2 | 3 | 1 | 2468.0 | 872 | 1596.0 | 0.991 | 4426 | 76 | 1.111 | 0.353 | 8/1/2020 |
| 799717458 | Existing Customer | 42 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2515.0 | 1453 | 1062.0 | 0.649 | 4025 | 74 | 0.805 | 0.578 | 10/6/2021 |
| 716354883 | Attrited Customer | 59 | F | 0 | Graduate | Unknown | Unknown | Blue | 49 | 2 | 3 | 2 | 9076.0 | 0 | 9076.0 | 0.899 | 3048 | 53 | 0.656 | 0.000 | 8/15/2020 |
| 719601708 | Existing Customer | 45 | M | 3 | College | Single | $60K - $80K | Blue | 35 | 1 | 1 | 2 | 10699.0 | 1099 | 9600.0 | 0.661 | 5052 | 61 | 0.694 | 0.103 | 2/4/2021 |
| 720150858 | Attrited Customer | 34 | M | 2 | High School | Married | $80K - $120K | Blue | 25 | 6 | 2 | 0 | 1439.0 | 0 | 1439.0 | 0.890 | 2932 | 44 | 0.913 | 0.000 | 9/21/2019 |
| 824915208 | Existing Customer | 44 | F | 3 | Doctorate | Married | Unknown | Blue | 40 | 2 | 1 | 1 | 7212.0 | 1008 | 6204.0 | 0.727 | 5169 | 82 | 0.745 | 0.140 | 9/18/2021 |
| 798777708 | Existing Customer | 54 | F | 4 | High School | Single | $40K - $60K | Blue | 48 | 2 | 4 | 1 | 3089.0 | 1177 | 1912.0 | 1.010 | 5237 | 75 | 0.829 | 0.381 | 7/11/2019 |
| 805229133 | Existing Customer | 46 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 41 | 1 | 2 | 2 | 11250.0 | 0 | 11250.0 | 0.482 | 4514 | 70 | 0.591 | 0.000 | 3/13/2021 |
| 716365233 | Existing Customer | 53 | F | 1 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1665.0 | 964 | 701.0 | 1.049 | 4881 | 75 | 0.923 | 0.579 | 7/15/2021 |
| 796544133 | Existing Customer | 54 | M | 1 | College | Single | $120K + | Blue | 48 | 1 | 3 | 1 | 2456.0 | 1654 | 802.0 | 0.565 | 4468 | 84 | 0.750 | 0.673 | 8/16/2021 |
| 778143183 | Existing Customer | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 40 | 2 | 2 | 3 | 11773.0 | 0 | 11773.0 | 0.754 | 5098 | 58 | 1.071 | 0.000 | 5/21/2022 |
| 717011958 | Existing Customer | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 23 | 2 | 1 | 1 | 1438.3 | 0 | 1438.3 | 0.728 | 4494 | 82 | 0.708 | 0.000 | 7/17/2020 |
| 778264008 | Existing Customer | 41 | F | 3 | College | Single | $40K - $60K | Blue | 32 | 2 | 1 | 2 | 3104.0 | 1954 | 1150.0 | 0.473 | 4699 | 77 | 0.925 | 0.630 | 10/13/2019 |
| 789507408 | Existing Customer | 48 | F | 3 | College | Unknown | Unknown | Blue | 40 | 2 | 6 | 1 | 2337.0 | 0 | 2337.0 | 0.586 | 5203 | 90 | 0.765 | 0.000 | 10/25/2022 |
| 788842008 | Existing Customer | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 34 | 2 | 2 | 2 | 4060.0 | 2336 | 1724.0 | 0.943 | 5173 | 87 | 0.706 | 0.575 | 12/16/2020 |
| 714742758 | Existing Customer | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 2 | 2 | 2 | 3428.0 | 2209 | 1219.0 | 0.671 | 4751 | 87 | 0.642 | 0.644 | 8/20/2021 |
| 717742908 | Existing Customer | 44 | M | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 12967.0 | 2517 | 10450.0 | 0.787 | 4520 | 74 | 0.762 | 0.194 | 11/4/2020 |
| 712874433 | Existing Customer | 45 | M | 3 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 1 | 0 | 2326.0 | 642 | 1684.0 | 0.814 | 5413 | 90 | 0.765 | 0.276 | 11/25/2022 |
| 711092658 | Attrited Customer | 39 | F | 3 | Graduate | Married | Unknown | Blue | 26 | 2 | 2 | 3 | 4376.0 | 855 | 3521.0 | 0.839 | 2862 | 52 | 0.733 | 0.195 | 6/15/2020 |
| 720299283 | Existing Customer | 46 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 33 | 2 | 2 | 1 | 12745.0 | 0 | 12745.0 | 0.538 | 4380 | 80 | 0.739 | 0.000 | 8/1/2022 |
| 719237058 | Existing Customer | 39 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 1790.0 | 891 | 899.0 | 0.450 | 4498 | 96 | 0.574 | 0.498 | 1/2/2020 |
| 719671383 | Existing Customer | 40 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2969.0 | 0 | 2969.0 | 0.740 | 4109 | 70 | 1.000 | 0.000 | 9/12/2021 |
| 788290383 | Existing Customer | 43 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 35 | 2 | 6 | 3 | 4970.0 | 1588 | 3382.0 | 0.669 | 4436 | 83 | 0.804 | 0.320 | 12/1/2020 |
| 779701983 | Existing Customer | 49 | F | 3 | Graduate | Single | $40K - $60K | Blue | 32 | 1 | 3 | 3 | 5400.0 | 1426 | 3974.0 | 0.595 | 4643 | 80 | 0.702 | 0.264 | 8/3/2019 |
| 779247483 | Attrited Customer | 46 | F | 1 | Uneducated | Unknown | Unknown | Blue | 28 | 5 | 2 | 6 | 2069.0 | 0 | 2069.0 | 0.656 | 2754 | 55 | 0.667 | 0.000 | 12/13/2020 |
| 767093133 | Existing Customer | 52 | F | 2 | Unknown | Married | Unknown | Blue | 45 | 2 | 2 | 1 | 3192.0 | 0 | 3192.0 | 0.646 | 4191 | 80 | 0.739 | 0.000 | 5/23/2019 |
| 717979008 | Existing Customer | 48 | F | 3 | Unknown | Single | Less than $40K | Blue | 37 | 2 | 2 | 1 | 2105.0 | 1072 | 1033.0 | 0.514 | 4833 | 81 | 1.077 | 0.509 | 5/23/2021 |
| 712132383 | Existing Customer | 44 | M | 4 | College | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 1876.0 | 861 | 1015.0 | 0.839 | 5056 | 82 | 0.547 | 0.459 | 3/2/2021 |
| 772306383 | Attrited Customer | 57 | F | 3 | Unknown | Unknown | Less than $40K | Blue | 43 | 5 | 3 | 2 | 1462.0 | 0 | 1462.0 | 0.602 | 2299 | 42 | 0.312 | 0.000 | 2/21/2021 |
| 714469008 | Existing Customer | 40 | F | 2 | Unknown | Single | $40K - $60K | Blue | 29 | 1 | 3 | 3 | 2351.0 | 1337 | 1014.0 | 0.613 | 5115 | 84 | 0.787 | 0.569 | 6/9/2021 |
| 812446158 | Existing Customer | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 49 | 2 | 2 | 2 | 1719.0 | 0 | 1719.0 | 0.579 | 4869 | 65 | 0.512 | 0.000 | 5/24/2022 |
| 779401233 | Existing Customer | 47 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 1 | 0 | 1438.3 | 0 | 1438.3 | 0.610 | 5216 | 78 | 0.660 | 0.000 | 12/5/2021 |
| 784994883 | Existing Customer | 26 | F | 0 | Unknown | Married | Less than $40K | Blue | 20 | 2 | 2 | 2 | 2516.0 | 2378 | 138.0 | 1.033 | 4746 | 75 | 0.875 | 0.945 | 11/21/2022 |
| 721080183 | Existing Customer | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 20 | 2 | 2 | 3 | 4883.0 | 0 | 4883.0 | 0.724 | 4613 | 82 | 1.000 | 0.000 | 10/29/2022 |
| 712572858 | Existing Customer | 38 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 1 | 3 | 3413.0 | 1801 | 1612.0 | 0.880 | 3831 | 45 | 0.667 | 0.528 | 7/2/2020 |
| 719759733 | Attrited Customer | 59 | F | 0 | Unknown | Single | $40K - $60K | Blue | 52 | 2 | 4 | 3 | 1852.0 | 0 | 1852.0 | 0.902 | 2851 | 49 | 0.750 | 0.000 | 10/21/2019 |
| 780371433 | Existing Customer | 35 | F | 2 | Graduate | Married | Unknown | Blue | 25 | 2 | 3 | 3 | 3339.0 | 2014 | 1325.0 | 0.688 | 4725 | 83 | 0.694 | 0.603 | 12/13/2022 |
| 822170733 | Attrited Customer | 45 | F | 4 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 2 | 3785.0 | 2517 | 1268.0 | 0.574 | 2401 | 54 | 0.742 | 0.665 | 11/6/2022 |
| 708224133 | Existing Customer | 61 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 49 | 1 | 2 | 3 | 2228.0 | 1480 | 748.0 | 0.533 | 4431 | 71 | 0.651 | 0.664 | 1/17/2022 |
| 719299533 | Attrited Customer | 55 | F | 1 | Unknown | Unknown | Less than $40K | Blue | 36 | 2 | 3 | 2 | 3626.0 | 795 | 2831.0 | 0.896 | 2954 | 42 | 0.556 | 0.219 | 11/15/2021 |
| 780633483 | Existing Customer | 58 | F | 0 | Graduate | Married | $40K - $60K | Blue | 47 | 2 | 2 | 1 | 2194.0 | 1302 | 892.0 | 0.814 | 4962 | 81 | 0.841 | 0.593 | 3/25/2022 |
| 771356508 | Existing Customer | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 3 | 1 | 2665.0 | 1936 | 729.0 | 0.757 | 4500 | 71 | 0.972 | 0.726 | 11/18/2019 |
| 823629333 | Existing Customer | 42 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 38 | 1 | 4 | 1 | 2444.0 | 0 | 2444.0 | 0.788 | 4220 | 50 | 1.174 | 0.000 | 3/16/2022 |
| 712961658 | Existing Customer | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 32 | 1 | 1 | 1 | 3335.0 | 2238 | 1097.0 | 0.644 | 5321 | 78 | 0.950 | 0.671 | 9/1/2021 |
| 710464683 | Existing Customer | 45 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 32 | 2 | 3 | 2 | 2726.0 | 2127 | 599.0 | 0.814 | 5578 | 89 | 0.854 | 0.780 | 3/23/2020 |
| 716688183 | Attrited Customer | 51 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 1665.0 | 1521 | 144.0 | 0.874 | 2878 | 45 | 0.452 | 0.914 | 3/5/2021 |
| 789082758 | Existing Customer | 40 | F | 2 | High School | Married | Less than $40K | Blue | 28 | 1 | 3 | 3 | 2734.0 | 1661 | 1073.0 | 0.726 | 4981 | 90 | 0.698 | 0.608 | 9/17/2021 |
| 709140858 | Existing Customer | 57 | F | 2 | College | Single | Less than $40K | Blue | 47 | 1 | 3 | 1 | 1727.0 | 996 | 731.0 | 0.767 | 5112 | 82 | 0.673 | 0.577 | 12/16/2019 |
| 822127008 | Existing Customer | 50 | F | 1 | Post-Graduate | Married | Unknown | Blue | 46 | 2 | 2 | 1 | 19349.0 | 615 | 18734.0 | 0.708 | 4351 | 79 | 0.717 | 0.032 | 5/15/2021 |
| 720496158 | Existing Customer | 53 | M | 0 | Unknown | Single | $60K - $80K | Blue | 42 | 1 | 2 | 0 | 13409.0 | 1168 | 12241.0 | 0.625 | 4031 | 82 | 0.745 | 0.087 | 11/28/2019 |
| 774588633 | Existing Customer | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 39 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.810 | 4928 | 84 | 0.909 | 0.000 | 6/24/2020 |
| 788465583 | Existing Customer | 42 | F | 3 | College | Single | $40K - $60K | Blue | 35 | 2 | 3 | 3 | 6330.0 | 1573 | 4757.0 | 0.899 | 3029 | 52 | 0.733 | 0.248 | 2/24/2020 |
| 741517458 | Attrited Customer | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 42 | 2 | 4 | 3 | 2575.0 | 2517 | 58.0 | 0.310 | 1874 | 40 | 0.739 | 0.977 | 7/30/2022 |
| 709935708 | Existing Customer | 55 | F | 1 | Unknown | Married | $40K - $60K | Blue | 43 | 2 | 1 | 2 | 3391.0 | 1696 | 1695.0 | 0.537 | 4291 | 77 | 0.711 | 0.500 | 2/21/2019 |
| 721112508 | Existing Customer | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 1 | 5298.0 | 0 | 5298.0 | 0.686 | 4834 | 80 | 0.667 | 0.000 | 7/29/2019 |
| 720734583 | Existing Customer | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 32 | 1 | 3 | 3 | 2540.0 | 1561 | 979.0 | 0.894 | 5039 | 82 | 0.745 | 0.615 | 10/28/2021 |
| 772286658 | Attrited Customer | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 52 | 6 | 4 | 3 | 14324.0 | 2507 | 11817.0 | 0.433 | 2083 | 56 | 0.647 | 0.175 | 11/1/2022 |
| 807149058 | Existing Customer | 48 | F | 5 | Unknown | Married | Less than $40K | Blue | 43 | 1 | 1 | 3 | 2876.0 | 1628 | 1248.0 | 0.631 | 4752 | 80 | 0.739 | 0.566 | 12/2/2022 |
| 771045708 | Attrited Customer | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 3 | 3 | 1504.0 | 970 | 534.0 | 0.864 | 2801 | 51 | 1.217 | 0.645 | 4/24/2019 |
| 711733308 | Existing Customer | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1839.0 | 0 | 1839.0 | 0.782 | 4930 | 91 | 0.784 | 0.000 | 3/22/2019 |
| 710518308 | Existing Customer | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 35 | 1 | 4 | 2 | 1685.0 | 0 | 1685.0 | 0.457 | 4155 | 85 | 0.667 | 0.000 | 3/7/2019 |
| 716586408 | Existing Customer | 48 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4850.0 | 1022 | 3828.0 | 0.603 | 4187 | 86 | 0.686 | 0.211 | 12/23/2021 |
| 713152383 | Existing Customer | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 1 | 1 | 2840.0 | 2517 | 323.0 | 0.591 | 4405 | 82 | 0.864 | 0.886 | 5/11/2022 |
| 771935283 | Existing Customer | 47 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 2 | 1 | 2977.0 | 1927 | 1050.0 | 0.731 | 5217 | 88 | 0.725 | 0.647 | 10/20/2019 |
| 720460083 | Attrited Customer | 45 | F | 4 | Unknown | Single | Unknown | Gold | 27 | 1 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.331 | 2198 | 42 | 0.355 | 0.000 | 4/25/2020 |
| 825838908 | Existing Customer | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 1 | 5 | 1 | 1961.0 | 0 | 1961.0 | 0.631 | 4846 | 92 | 0.840 | 0.000 | 9/5/2020 |
| 709082808 | Existing Customer | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2156.0 | 1198 | 958.0 | 0.507 | 5092 | 95 | 0.759 | 0.556 | 10/31/2021 |
| 710937783 | Existing Customer | 53 | F | 0 | Uneducated | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 2772.0 | 2414 | 358.0 | 0.805 | 5313 | 68 | 1.194 | 0.871 | 7/2/2019 |
| 789540108 | Existing Customer | 29 | F | 1 | Uneducated | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2832.0 | 1819 | 1013.0 | 0.674 | 4761 | 75 | 0.744 | 0.642 | 10/2/2022 |
| 709824633 | Existing Customer | 44 | F | 4 | High School | Single | Less than $40K | Blue | 35 | 2 | 5 | 3 | 1552.0 | 1375 | 177.0 | 0.995 | 5064 | 80 | 0.905 | 0.886 | 6/24/2019 |
| 717874533 | Attrited Customer | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 6362.0 | 0 | 6362.0 | 0.596 | 1968 | 51 | 0.759 | 0.000 | 3/23/2022 |
| 712571883 | Existing Customer | 40 | M | 3 | Graduate | Divorced | Less than $40K | Silver | 36 | 1 | 3 | 2 | 11409.0 | 1658 | 9751.0 | 0.989 | 4677 | 58 | 0.706 | 0.145 | 7/4/2020 |
| 716926758 | Existing Customer | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 27 | 2 | 6 | 2 | 1965.0 | 0 | 1965.0 | 0.608 | 4268 | 91 | 0.857 | 0.000 | 3/22/2021 |
| 716181858 | Existing Customer | 42 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 29 | 1 | 2 | 2 | 1622.0 | 0 | 1622.0 | 0.709 | 4633 | 67 | 0.634 | 0.000 | 6/28/2022 |
| 779613933 | Existing Customer | 38 | F | 4 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 3 | 1 | 1736.0 | 1319 | 417.0 | 0.667 | 5045 | 86 | 0.755 | 0.760 | 4/12/2021 |
| 712136058 | Attrited Customer | 54 | F | 2 | College | Single | Unknown | Blue | 36 | 1 | 3 | 3 | 8827.0 | 0 | 8827.0 | 0.782 | 2643 | 50 | 0.515 | 0.000 | 2/14/2019 |
| 709678608 | Existing Customer | 49 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 24256.0 | 1076 | 23180.0 | 0.568 | 4269 | 69 | 0.643 | 0.044 | 9/25/2021 |
| 714276408 | Attrited Customer | 52 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1915.0 | 1445 | 470.0 | 0.374 | 2264 | 39 | 0.560 | 0.755 | 1/29/2022 |
| 719953383 | Existing Customer | 38 | F | 4 | College | Single | Less than $40K | Blue | 27 | 2 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.721 | 4564 | 79 | 0.717 | 0.000 | 3/1/2022 |
| 718795083 | Existing Customer | 44 | F | 2 | Graduate | Married | Unknown | Blue | 26 | 2 | 1 | 3 | 2006.0 | 1030 | 976.0 | 0.881 | 5337 | 85 | 0.735 | 0.513 | 12/27/2020 |
| 720503508 | Existing Customer | 44 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 37 | 1 | 2 | 3 | 5594.0 | 1235 | 4359.0 | 0.549 | 5220 | 75 | 0.829 | 0.221 | 3/7/2020 |
| 770762133 | Existing Customer | 52 | F | 3 | High School | Married | Unknown | Blue | 38 | 2 | 1 | 2 | 3505.0 | 2517 | 988.0 | 0.612 | 5034 | 79 | 0.681 | 0.718 | 3/22/2020 |
| 713555133 | Attrited Customer | 56 | F | 3 | High School | Unknown | Less than $40K | Blue | 44 | 4 | 3 | 2 | 1667.0 | 595 | 1072.0 | 0.630 | 2424 | 40 | 0.481 | 0.357 | 12/27/2022 |
| 711232608 | Attrited Customer | 47 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1636.0 | 0 | 1636.0 | 0.694 | 2235 | 35 | 0.591 | 0.000 | 3/5/2020 |
| 780322908 | Existing Customer | 52 | F | 3 | Unknown | Married | Less than $40K | Blue | 38 | 1 | 2 | 3 | 3281.0 | 911 | 2370.0 | 0.665 | 4431 | 67 | 1.094 | 0.278 | 5/25/2021 |
| 708207783 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Blue | 42 | 1 | 3 | 2 | 1477.0 | 0 | 1477.0 | 0.685 | 4680 | 80 | 0.778 | 0.000 | 2/10/2022 |
| 719590458 | Attrited Customer | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1905.0 | 0 | 1905.0 | 0.845 | 3120 | 46 | 0.586 | 0.000 | 8/20/2021 |
| 778679883 | Existing Customer | 39 | M | 2 | Graduate | Single | $60K - $80K | Blue | 19 | 1 | 2 | 1 | 6146.0 | 0 | 6146.0 | 0.577 | 3645 | 76 | 0.551 | 0.000 | 1/8/2020 |
| 780230208 | Existing Customer | 53 | M | 2 | College | Married | $40K - $60K | Blue | 40 | 2 | 3 | 0 | 2672.0 | 1604 | 1068.0 | 0.620 | 4766 | 75 | 1.083 | 0.600 | 1/7/2021 |
| 827703258 | Existing Customer | 42 | M | 4 | High School | Married | $60K - $80K | Blue | 38 | 2 | 2 | 2 | 13426.0 | 0 | 13426.0 | 0.717 | 4674 | 66 | 0.886 | 0.000 | 3/29/2021 |
| 807379833 | Attrited Customer | 48 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 43 | 2 | 3 | 3 | 9104.0 | 145 | 8959.0 | 0.765 | 2563 | 34 | 0.417 | 0.016 | 5/17/2020 |
| 711178383 | Existing Customer | 47 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 35 | 1 | 3 | 1 | 30300.0 | 1166 | 29134.0 | 0.715 | 4146 | 64 | 0.882 | 0.038 | 10/11/2021 |
| 712203333 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 39 | 1 | 2 | 1 | 7088.0 | 1750 | 5338.0 | 0.618 | 4691 | 76 | 0.727 | 0.247 | 4/25/2022 |
| 709261383 | Existing Customer | 56 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1872.0 | 661 | 1211.0 | 0.756 | 4970 | 81 | 0.929 | 0.353 | 10/6/2022 |
| 715829358 | Existing Customer | 33 | F | 4 | College | Married | $40K - $60K | Blue | 26 | 1 | 2 | 3 | 2874.0 | 2517 | 357.0 | 0.730 | 4794 | 88 | 0.600 | 0.876 | 2/5/2022 |
| 713213133 | Existing Customer | 36 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 6763.0 | 1660 | 5103.0 | 0.573 | 4972 | 76 | 0.900 | 0.245 | 3/5/2019 |
| 778860783 | Attrited Customer | 57 | M | 2 | Unknown | Divorced | $120K + | Blue | 38 | 1 | 2 | 4 | 24379.0 | 1116 | 23263.0 | 0.620 | 2836 | 41 | 0.281 | 0.046 | 7/5/2022 |
| 779442783 | Existing Customer | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 21 | 1 | 2 | 1 | 2867.0 | 1365 | 1502.0 | 0.502 | 4445 | 89 | 0.745 | 0.476 | 7/13/2020 |
| 780008358 | Attrited Customer | 59 | M | 0 | Uneducated | Unknown | $60K - $80K | Blue | 48 | 2 | 6 | 2 | 13172.0 | 0 | 13172.0 | 0.876 | 2598 | 47 | 0.621 | 0.000 | 12/10/2021 |
| 721274208 | Attrited Customer | 41 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2201.0 | 2104 | 97.0 | 0.648 | 2408 | 38 | 0.583 | 0.956 | 5/6/2022 |
| 714076683 | Attrited Customer | 29 | F | 0 | College | Married | Less than $40K | Blue | 19 | 2 | 1 | 2 | 3261.0 | 2517 | 744.0 | 0.636 | 2461 | 54 | 0.742 | 0.772 | 12/10/2021 |
| 788791383 | Existing Customer | 39 | F | 3 | High School | Married | $40K - $60K | Blue | 21 | 1 | 2 | 1 | 5027.0 | 0 | 5027.0 | 0.853 | 4850 | 70 | 0.750 | 0.000 | 7/10/2022 |
| 709459608 | Existing Customer | 47 | F | 2 | Unknown | Unknown | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 1811.0 | 0 | 1811.0 | 0.610 | 5390 | 87 | 0.776 | 0.000 | 5/15/2020 |
| 711560058 | Existing Customer | 49 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 2465.0 | 1334 | 1131.0 | 0.950 | 4806 | 83 | 0.766 | 0.541 | 6/23/2019 |
| 717657333 | Existing Customer | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 7584.0 | 1834 | 5750.0 | 0.818 | 4783 | 65 | 0.667 | 0.242 | 11/9/2019 |
| 812218908 | Attrited Customer | 46 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 4065.0 | 2517 | 1548.0 | 0.957 | 2899 | 51 | 0.821 | 0.619 | 3/23/2022 |
| 787482033 | Attrited Customer | 60 | M | 1 | High School | Divorced | $80K - $120K | Blue | 48 | 1 | 5 | 3 | 28930.0 | 0 | 28930.0 | 0.645 | 2251 | 27 | 0.227 | 0.000 | 9/27/2020 |
| 779141658 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 33 | 1 | 3 | 2 | 4963.0 | 2115 | 2848.0 | 0.767 | 4989 | 78 | 0.696 | 0.426 | 11/22/2020 |
| 813810333 | Attrited Customer | 50 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 45 | 6 | 4 | 3 | 2049.0 | 0 | 2049.0 | 0.974 | 2703 | 54 | 1.000 | 0.000 | 1/21/2022 |
| 789613083 | Existing Customer | 47 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 1943.0 | 0 | 1943.0 | 0.494 | 5108 | 81 | 0.884 | 0.000 | 11/11/2022 |
| 794540883 | Existing Customer | 56 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 1 | 2 | 1 | 3485.0 | 1465 | 2020.0 | 0.653 | 4776 | 87 | 1.023 | 0.420 | 3/21/2020 |
| 811889808 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 38 | 3 | 5 | 1 | 23459.0 | 2305 | 21154.0 | 0.636 | 7279 | 83 | 0.627 | 0.098 | 3/3/2019 |
| 720509433 | Existing Customer | 51 | F | 2 | College | Single | Less than $40K | Blue | 31 | 2 | 1 | 3 | 2306.0 | 1627 | 679.0 | 0.507 | 3776 | 70 | 0.944 | 0.706 | 8/25/2020 |
| 715091208 | Existing Customer | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 18177.0 | 841 | 17336.0 | 0.888 | 8512 | 94 | 0.679 | 0.046 | 5/11/2021 |
| 719269308 | Existing Customer | 49 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3252.0 | 2517 | 735.0 | 0.878 | 7418 | 90 | 0.579 | 0.774 | 8/18/2021 |
| 718200333 | Existing Customer | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 3 | 3 | 0 | 2894.0 | 2117 | 777.0 | 0.790 | 7471 | 87 | 0.673 | 0.732 | 5/19/2021 |
| 713487633 | Existing Customer | 44 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 32 | 3 | 4 | 2 | 34516.0 | 1807 | 32709.0 | 0.665 | 7663 | 91 | 0.655 | 0.052 | 5/23/2019 |
| 789363408 | Existing Customer | 44 | M | 3 | High School | Married | $120K + | Silver | 34 | 3 | 1 | 2 | 34516.0 | 2517 | 31999.0 | 0.814 | 7427 | 83 | 0.566 | 0.073 | 5/16/2021 |
| 713916708 | Existing Customer | 53 | M | 3 | Graduate | Single | $120K + | Gold | 43 | 3 | 1 | 3 | 34516.0 | 2435 | 32081.0 | 0.770 | 7758 | 98 | 0.719 | 0.071 | 7/10/2019 |
| 823833483 | Existing Customer | 41 | M | 3 | Graduate | Single | $40K - $60K | Blue | 37 | 3 | 3 | 2 | 7839.0 | 1544 | 6295.0 | 0.715 | 7904 | 83 | 0.804 | 0.197 | 12/23/2020 |
| 717756258 | Existing Customer | 49 | M | 2 | Unknown | Married | $120K + | Blue | 38 | 3 | 6 | 3 | 16494.0 | 1158 | 15336.0 | 0.692 | 7761 | 84 | 0.647 | 0.070 | 8/2/2019 |
| 712879158 | Existing Customer | 49 | M | 1 | High School | Married | $60K - $80K | Gold | 36 | 2 | 2 | 3 | 6224.0 | 2201 | 4023.0 | 0.832 | 7693 | 70 | 0.628 | 0.354 | 5/24/2020 |
| 709474683 | Existing Customer | 42 | F | 3 | College | Married | Less than $40K | Blue | 13 | 3 | 2 | 3 | 6078.0 | 1478 | 4600.0 | 0.849 | 8442 | 95 | 0.508 | 0.243 | 12/13/2019 |
| 772313358 | Existing Customer | 50 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 21322.0 | 2216 | 19106.0 | 0.921 | 8693 | 91 | 0.569 | 0.104 | 8/5/2021 |
| 711856683 | Existing Customer | 51 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1590.0 | 1273 | 317.0 | 0.640 | 7352 | 80 | 0.818 | 0.801 | 2/12/2019 |
| 718530258 | Existing Customer | 52 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1986.0 | 1411 | 575.0 | 0.799 | 7249 | 86 | 0.509 | 0.710 | 9/28/2020 |
| 716288208 | Existing Customer | 48 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 2 | 1 | 1 | 15618.0 | 0 | 15618.0 | 0.706 | 7549 | 77 | 0.638 | 0.000 | 10/20/2020 |
| 718712583 | Existing Customer | 44 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 1 | 34496.0 | 1665 | 32831.0 | 0.883 | 8092 | 80 | 0.667 | 0.048 | 10/30/2019 |
| 806432433 | Existing Customer | 40 | F | 2 | High School | Single | $40K - $60K | Blue | 35 | 2 | 1 | 2 | 2544.0 | 1713 | 831.0 | 0.696 | 8006 | 88 | 0.571 | 0.673 | 3/19/2022 |
| 720074583 | Existing Customer | 42 | M | 1 | Graduate | Unknown | $80K - $120K | Blue | 36 | 2 | 1 | 2 | 4765.0 | 1516 | 3249.0 | 0.709 | 7380 | 76 | 0.689 | 0.318 | 12/9/2019 |
| 768848658 | Existing Customer | 43 | F | 3 | Unknown | Single | Unknown | Blue | 37 | 2 | 3 | 1 | 16583.0 | 1797 | 14786.0 | 0.889 | 7823 | 87 | 0.673 | 0.108 | 8/31/2021 |
| 709895508 | Existing Customer | 42 | M | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 6153.0 | 974 | 5179.0 | 0.703 | 7434 | 92 | 0.586 | 0.158 | 9/1/2022 |
| 711542358 | Existing Customer | 42 | F | 4 | High School | Married | Less than $40K | Gold | 36 | 2 | 3 | 2 | 15987.0 | 1187 | 14800.0 | 0.597 | 7471 | 88 | 0.467 | 0.074 | 6/4/2022 |
| 718773333 | Existing Customer | 51 | F | 4 | Unknown | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 5139.0 | 1799 | 3340.0 | 0.940 | 7548 | 89 | 0.618 | 0.350 | 4/6/2022 |
| 816832383 | Existing Customer | 61 | F | 1 | High School | Single | Less than $40K | Blue | 56 | 3 | 2 | 2 | 3421.0 | 2266 | 1155.0 | 0.659 | 6932 | 75 | 0.744 | 0.662 | 8/8/2022 |
| 714042108 | Existing Customer | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 11000.0 | 1013 | 9987.0 | 0.697 | 7302 | 86 | 0.654 | 0.092 | 7/10/2019 |
| 714664683 | Existing Customer | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 3 | 3 | 3 | 2490.0 | 0 | 2490.0 | 0.835 | 8178 | 91 | 0.596 | 0.000 | 7/17/2020 |
| 713894358 | Existing Customer | 51 | M | 2 | Post-Graduate | Unknown | $80K - $120K | Gold | 46 | 2 | 3 | 2 | 34516.0 | 814 | 33702.0 | 0.735 | 7889 | 98 | 0.508 | 0.024 | 8/2/2021 |
| 715436883 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 2490.0 | 1582 | 908.0 | 0.760 | 7719 | 86 | 0.623 | 0.635 | 5/25/2019 |
| 715260558 | Existing Customer | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 2055.0 | 0 | 2055.0 | 0.975 | 7674 | 80 | 0.633 | 0.000 | 7/25/2019 |
| 713664258 | Existing Customer | 56 | M | 2 | Unknown | Single | $40K - $60K | Blue | 48 | 2 | 2 | 1 | 14344.0 | 2014 | 12330.0 | 0.726 | 7359 | 85 | 0.574 | 0.140 | 12/12/2022 |
| 713364783 | Existing Customer | 42 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 28 | 3 | 3 | 0 | 3453.0 | 1010 | 2443.0 | 0.801 | 8108 | 85 | 0.700 | 0.292 | 12/18/2021 |
| 718078008 | Existing Customer | 40 | M | 2 | College | Divorced | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 20304.0 | 0 | 20304.0 | 0.809 | 7494 | 85 | 0.667 | 0.000 | 2/12/2022 |
| 798546408 | Existing Customer | 61 | F | 1 | College | Single | Less than $40K | Blue | 55 | 2 | 3 | 2 | 8283.0 | 1444 | 6839.0 | 0.698 | 7553 | 104 | 0.529 | 0.174 | 9/28/2019 |
| 779018508 | Existing Customer | 45 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 11318.0 | 2082 | 9236.0 | 0.733 | 7179 | 93 | 0.632 | 0.184 | 3/28/2022 |
| 802668333 | Attrited Customer | 49 | M | 2 | Graduate | Single | $80K - $120K | Blue | 43 | 2 | 3 | 3 | 2384.0 | 1919 | 465.0 | 0.500 | 3512 | 50 | 0.471 | 0.805 | 4/5/2020 |
| 718320933 | Existing Customer | 47 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 11919.0 | 2347 | 9572.0 | 0.842 | 8257 | 96 | 0.574 | 0.197 | 11/18/2021 |
| 789016983 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 2 | 5 | 1 | 2948.0 | 968 | 1980.0 | 0.946 | 7834 | 86 | 0.509 | 0.328 | 10/1/2019 |
| 713907633 | Existing Customer | 43 | M | 3 | College | Unknown | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 5397.0 | 1265 | 4132.0 | 0.676 | 7791 | 84 | 0.615 | 0.234 | 7/20/2019 |
| 708474333 | Existing Customer | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 3 | 1 | 12294.0 | 2517 | 9777.0 | 0.775 | 7906 | 87 | 0.611 | 0.205 | 2/25/2020 |
| 778894233 | Existing Customer | 42 | M | 5 | High School | Unknown | $80K - $120K | Blue | 23 | 3 | 2 | 3 | 7253.0 | 0 | 7253.0 | 0.644 | 7595 | 83 | 0.804 | 0.000 | 9/23/2019 |
| 717244683 | Existing Customer | 43 | F | 3 | College | Married | Unknown | Blue | 36 | 3 | 3 | 3 | 21922.0 | 1467 | 20455.0 | 0.696 | 7409 | 89 | 0.679 | 0.067 | 10/4/2020 |
| 711410958 | Existing Customer | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 2 | 2 | 3 | 13452.0 | 2517 | 10935.0 | 0.781 | 7582 | 69 | 0.917 | 0.187 | 10/23/2019 |
| 799711833 | Existing Customer | 50 | F | 3 | College | Married | Unknown | Blue | 44 | 2 | 1 | 3 | 24735.0 | 2296 | 22439.0 | 0.808 | 7910 | 95 | 0.557 | 0.093 | 2/11/2019 |
| 714047733 | Existing Customer | 53 | F | 3 | Graduate | Single | $40K - $60K | Blue | 45 | 2 | 2 | 1 | 4942.0 | 2119 | 2823.0 | 0.718 | 7460 | 85 | 0.604 | 0.429 | 6/3/2022 |
| 710061783 | Attrited Customer | 49 | M | 1 | Graduate | Married | $40K - $60K | Blue | 40 | 6 | 1 | 4 | 14973.0 | 0 | 14973.0 | 0.895 | 4517 | 59 | 0.439 | 0.000 | 4/1/2021 |
| 711082908 | Existing Customer | 44 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 31 | 3 | 2 | 3 | 19719.0 | 1303 | 18416.0 | 0.910 | 8385 | 97 | 0.565 | 0.066 | 10/31/2019 |
| 721190358 | Existing Customer | 49 | M | 4 | Unknown | Unknown | $80K - $120K | Blue | 29 | 2 | 2 | 2 | 29690.0 | 2517 | 27173.0 | 0.769 | 7640 | 86 | 0.564 | 0.085 | 4/4/2020 |
| 712760208 | Existing Customer | 42 | F | 4 | Graduate | Married | Unknown | Blue | 31 | 3 | 2 | 1 | 6751.0 | 1192 | 5559.0 | 0.776 | 7921 | 93 | 0.550 | 0.177 | 6/24/2019 |
| 751563933 | Existing Customer | 43 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 9484.0 | 2451 | 7033.0 | 0.637 | 7242 | 95 | 0.508 | 0.258 | 2/2/2020 |
| 815498733 | Existing Customer | 51 | F | 3 | Unknown | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 4333.0 | 1848 | 2485.0 | 0.634 | 7643 | 85 | 0.771 | 0.426 | 2/22/2021 |
| 718433508 | Existing Customer | 40 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 30 | 2 | 5 | 2 | 2481.0 | 2119 | 362.0 | 0.801 | 8097 | 88 | 0.630 | 0.854 | 6/27/2019 |
| 720935658 | Existing Customer | 57 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 45 | 2 | 2 | 3 | 3059.0 | 1744 | 1315.0 | 0.614 | 7709 | 89 | 0.561 | 0.570 | 11/26/2020 |
| 714754533 | Existing Customer | 51 | M | 0 | Doctorate | Single | $120K + | Platinum | 44 | 3 | 2 | 3 | 34516.0 | 1925 | 32591.0 | 0.764 | 8012 | 87 | 0.582 | 0.056 | 4/25/2019 |
| 714713508 | Existing Customer | 49 | M | 2 | Doctorate | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 25178.0 | 1803 | 23375.0 | 0.767 | 7836 | 87 | 0.582 | 0.072 | 3/11/2020 |
| 715038033 | Existing Customer | 61 | M | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 3 | 1 | 7169.0 | 629 | 6540.0 | 0.807 | 8216 | 80 | 0.509 | 0.088 | 7/8/2022 |
| 809169858 | Existing Customer | 62 | M | 2 | Graduate | Single | $60K - $80K | Blue | 56 | 2 | 3 | 2 | 18224.0 | 1383 | 16841.0 | 0.705 | 7728 | 93 | 0.576 | 0.076 | 9/25/2020 |
| 718379358 | Existing Customer | 39 | M | 1 | Unknown | Single | $80K - $120K | Silver | 28 | 3 | 1 | 3 | 34516.0 | 2017 | 32499.0 | 0.930 | 8453 | 90 | 0.731 | 0.058 | 7/9/2021 |
| 779456508 | Existing Customer | 52 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 34 | 2 | 1 | 1 | 4813.0 | 0 | 4813.0 | 0.693 | 7477 | 91 | 0.655 | 0.000 | 11/16/2021 |
| 708907833 | Existing Customer | 38 | F | 1 | High School | Single | Unknown | Blue | 27 | 2 | 2 | 2 | 24965.0 | 2517 | 22448.0 | 0.851 | 7866 | 84 | 0.909 | 0.101 | 4/23/2022 |
| 708693558 | Existing Customer | 50 | F | 3 | High School | Single | Less than $40K | Silver | 38 | 3 | 2 | 2 | 12569.0 | 2167 | 10402.0 | 0.634 | 7344 | 95 | 0.696 | 0.172 | 5/29/2019 |
| 718665933 | Existing Customer | 43 | M | 3 | Unknown | Divorced | $120K + | Blue | 30 | 3 | 1 | 2 | 34516.0 | 2517 | 31999.0 | 0.770 | 7437 | 86 | 0.623 | 0.073 | 10/26/2020 |
| 816073983 | Existing Customer | 53 | F | 2 | College | Single | Less than $40K | Blue | 48 | 2 | 2 | 2 | 8259.0 | 1182 | 7077.0 | 0.822 | 7957 | 88 | 0.544 | 0.143 | 1/30/2020 |
| 715851333 | Existing Customer | 42 | M | 4 | High School | Married | $60K - $80K | Blue | 27 | 2 | 3 | 2 | 13804.0 | 1903 | 11901.0 | 0.723 | 7376 | 97 | 0.540 | 0.138 | 10/31/2022 |
| 712884408 | Existing Customer | 43 | F | 1 | High School | Single | Unknown | Blue | 30 | 3 | 2 | 0 | 5700.0 | 1904 | 3796.0 | 0.649 | 7939 | 95 | 0.610 | 0.334 | 11/26/2022 |
| 715404783 | Existing Customer | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 0 | 6448.0 | 1464 | 4984.0 | 0.615 | 7546 | 88 | 0.630 | 0.227 | 10/28/2019 |
| 773356008 | Existing Customer | 57 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 51 | 2 | 3 | 3 | 5479.0 | 1200 | 4279.0 | 0.798 | 7960 | 86 | 0.458 | 0.219 | 10/30/2021 |
| 789525408 | Existing Customer | 50 | F | 0 | Uneducated | Married | Less than $40K | Blue | 42 | 3 | 4 | 2 | 3749.0 | 1594 | 2155.0 | 0.738 | 7990 | 89 | 0.534 | 0.425 | 6/25/2020 |
| 721212258 | Existing Customer | 48 | M | 4 | High School | Single | $120K + | Blue | 40 | 2 | 3 | 3 | 30210.0 | 1946 | 28264.0 | 0.904 | 7403 | 88 | 0.544 | 0.064 | 3/4/2019 |
| 719625933 | Existing Customer | 41 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 2 | 2 | 1 | 5807.0 | 1143 | 4664.0 | 0.785 | 8000 | 96 | 0.412 | 0.197 | 2/18/2020 |
| 714304458 | Existing Customer | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 3605.0 | 0 | 3605.0 | 0.594 | 6800 | 78 | 0.814 | 0.000 | 11/16/2019 |
| 819975183 | Existing Customer | 44 | F | 4 | College | Single | $40K - $60K | Silver | 39 | 2 | 1 | 3 | 17077.0 | 2179 | 14898.0 | 0.738 | 7391 | 75 | 0.705 | 0.128 | 8/6/2019 |
| 785515533 | Existing Customer | 43 | F | 2 | College | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 5380.0 | 1337 | 4043.0 | 0.845 | 8947 | 93 | 0.576 | 0.249 | 3/20/2022 |
| 720712533 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Gold | 36 | 2 | 1 | 3 | 34516.0 | 761 | 33755.0 | 0.716 | 7499 | 88 | 0.571 | 0.022 | 3/26/2020 |
| 709861008 | Existing Customer | 47 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 30 | 3 | 3 | 1 | 27720.0 | 2414 | 25306.0 | 0.752 | 8520 | 89 | 0.589 | 0.087 | 12/1/2020 |
| 713911233 | Existing Customer | 47 | F | 3 | Doctorate | Single | $40K - $60K | Silver | 39 | 3 | 2 | 1 | 18341.0 | 1060 | 17281.0 | 0.718 | 7584 | 85 | 0.700 | 0.058 | 12/15/2020 |
| 712580958 | Existing Customer | 38 | M | 1 | High School | Single | $120K + | Blue | 30 | 2 | 1 | 1 | 27712.0 | 2130 | 25582.0 | 0.654 | 7399 | 91 | 0.717 | 0.077 | 12/25/2020 |
| 719473458 | Existing Customer | 46 | M | 3 | High School | Single | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 8285.0 | 1359 | 6926.0 | 0.634 | 7205 | 84 | 0.826 | 0.164 | 10/1/2020 |
| 711764733 | Existing Customer | 41 | F | 4 | Uneducated | Unknown | $40K - $60K | Silver | 36 | 3 | 2 | 3 | 19704.0 | 0 | 19704.0 | 0.682 | 7766 | 81 | 0.620 | 0.000 | 10/30/2021 |
| 794124708 | Existing Customer | 47 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 21325.0 | 2197 | 19128.0 | 0.647 | 7053 | 69 | 0.865 | 0.103 | 2/28/2022 |
| 780707733 | Existing Customer | 41 | M | 1 | Graduate | Married | $80K - $120K | Blue | 30 | 3 | 3 | 2 | 34516.0 | 2109 | 32407.0 | 0.703 | 6832 | 87 | 0.706 | 0.061 | 1/8/2021 |
| 780620883 | Existing Customer | 49 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 37 | 2 | 1 | 3 | 7045.0 | 1293 | 5752.0 | 0.628 | 7381 | 98 | 0.607 | 0.184 | 5/17/2019 |
| 720849708 | Existing Customer | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 1 | 14388.0 | 2517 | 11871.0 | 0.709 | 7042 | 85 | 0.635 | 0.175 | 10/5/2022 |
| 789312033 | Attrited Customer | 48 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 3 | 3874.0 | 460 | 3414.0 | 1.023 | 4921 | 51 | 0.645 | 0.119 | 4/4/2022 |
| 778742358 | Existing Customer | 44 | M | 4 | Graduate | Married | $60K - $80K | Blue | 24 | 2 | 2 | 2 | 4752.0 | 0 | 4752.0 | 0.679 | 7517 | 76 | 0.617 | 0.000 | 5/27/2022 |
| 719658858 | Existing Customer | 50 | F | 4 | Doctorate | Married | Unknown | Silver | 36 | 3 | 2 | 1 | 34516.0 | 2096 | 32420.0 | 0.666 | 7042 | 73 | 0.553 | 0.061 | 12/22/2021 |
| 713425383 | Attrited Customer | 59 | F | 1 | High School | Single | Less than $40K | Blue | 46 | 2 | 3 | 2 | 7484.0 | 1939 | 5545.0 | 0.994 | 4923 | 56 | 0.333 | 0.259 | 12/20/2021 |
| 770842833 | Attrited Customer | 49 | F | 3 | High School | Married | Unknown | Silver | 36 | 2 | 3 | 3 | 34516.0 | 1273 | 33243.0 | 0.977 | 4777 | 51 | 0.457 | 0.037 | 1/15/2021 |
| 712029783 | Existing Customer | 42 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 36 | 2 | 2 | 1 | 34516.0 | 2253 | 32263.0 | 0.853 | 7836 | 93 | 0.603 | 0.065 | 5/4/2022 |
| 718893333 | Existing Customer | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 18336.0 | 2077 | 16259.0 | 0.718 | 7509 | 84 | 0.647 | 0.113 | 1/21/2020 |
| 711203658 | Existing Customer | 46 | M | 3 | Graduate | Unknown | $40K - $60K | Blue | 34 | 3 | 6 | 1 | 2259.0 | 1346 | 913.0 | 0.813 | 7745 | 88 | 0.517 | 0.596 | 7/28/2019 |
| 718567758 | Existing Customer | 41 | M | 1 | College | Married | $40K - $60K | Blue | 32 | 3 | 4 | 2 | 10682.0 | 1334 | 9348.0 | 0.702 | 7332 | 92 | 0.614 | 0.125 | 4/28/2019 |
| 771719283 | Existing Customer | 39 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 1 | 1 | 8587.0 | 1324 | 7263.0 | 0.897 | 8854 | 92 | 0.643 | 0.154 | 11/6/2019 |
| 717926358 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 1 | 0 | 5494.0 | 2142 | 3352.0 | 1.014 | 8328 | 78 | 0.733 | 0.390 | 6/27/2021 |
| 779751258 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 1 | 2 | 1946.0 | 1183 | 763.0 | 0.806 | 8423 | 82 | 0.708 | 0.608 | 10/5/2020 |
| 774491958 | Existing Customer | 53 | M | 3 | High School | Single | $60K - $80K | Blue | 47 | 2 | 1 | 3 | 6228.0 | 1738 | 4490.0 | 0.829 | 8284 | 77 | 0.604 | 0.279 | 2/23/2019 |
| 713428833 | Existing Customer | 42 | M | 3 | Unknown | Married | $80K - $120K | Blue | 32 | 2 | 1 | 3 | 7537.0 | 1239 | 6298.0 | 0.854 | 7613 | 90 | 0.579 | 0.164 | 2/29/2020 |
| 714166833 | Existing Customer | 44 | F | 3 | Graduate | Single | Less than $40K | Silver | 34 | 3 | 3 | 2 | 13609.0 | 1432 | 12177.0 | 0.836 | 7796 | 77 | 0.791 | 0.105 | 6/4/2020 |
| 809464608 | Attrited Customer | 47 | F | 3 | High School | Married | Unknown | Silver | 31 | 3 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.618 | 2691 | 42 | 0.500 | 0.073 | 9/17/2019 |
| 789681708 | Existing Customer | 46 | M | 3 | Uneducated | Married | $60K - $80K | Gold | 33 | 3 | 1 | 3 | 34516.0 | 713 | 33803.0 | 0.772 | 7750 | 82 | 0.608 | 0.021 | 10/12/2019 |
| 713102733 | Existing Customer | 38 | F | 3 | Graduate | Single | Less than $40K | Gold | 31 | 2 | 3 | 2 | 15987.0 | 1766 | 14221.0 | 0.791 | 8195 | 94 | 0.679 | 0.110 | 4/30/2020 |
| 715195383 | Existing Customer | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2391.0 | 1625 | 766.0 | 0.662 | 7649 | 101 | 0.603 | 0.680 | 7/21/2019 |
| 812408058 | Existing Customer | 39 | M | 2 | Unknown | Unknown | $120K + | Blue | 34 | 2 | 2 | 2 | 34516.0 | 1082 | 33434.0 | 0.629 | 7845 | 92 | 0.533 | 0.031 | 10/20/2021 |
| 787226508 | Existing Customer | 47 | M | 2 | College | Single | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 20811.0 | 1302 | 19509.0 | 0.793 | 7192 | 82 | 0.708 | 0.063 | 5/4/2019 |
| 713537733 | Existing Customer | 46 | M | 4 | Doctorate | Unknown | $60K - $80K | Gold | 36 | 2 | 2 | 3 | 34516.0 | 1426 | 33090.0 | 0.823 | 7582 | 95 | 0.696 | 0.041 | 8/13/2020 |
| 715170183 | Existing Customer | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 3735.0 | 2113 | 1622.0 | 0.684 | 7059 | 82 | 0.577 | 0.566 | 8/13/2020 |
| 717109983 | Existing Customer | 50 | F | 2 | High School | Married | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 2275.0 | 2138 | 137.0 | 0.742 | 7768 | 83 | 0.729 | 0.940 | 5/7/2019 |
| 713208033 | Existing Customer | 43 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 0 | 7350.0 | 1360 | 5990.0 | 0.744 | 7679 | 64 | 0.684 | 0.185 | 6/5/2020 |
| 712788258 | Existing Customer | 48 | M | 3 | College | Married | $40K - $60K | Blue | 34 | 2 | 2 | 1 | 1913.0 | 1405 | 508.0 | 0.699 | 7265 | 80 | 0.905 | 0.734 | 10/11/2019 |
| 758382183 | Existing Customer | 50 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 43 | 2 | 3 | 3 | 4249.0 | 789 | 3460.0 | 0.925 | 8186 | 93 | 0.722 | 0.186 | 11/19/2020 |
| 715469583 | Existing Customer | 40 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 2136.0 | 1250 | 886.0 | 0.740 | 7782 | 88 | 0.660 | 0.585 | 7/30/2022 |
| 709235058 | Existing Customer | 46 | M | 4 | College | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 18956.0 | 1694 | 17262.0 | 0.702 | 8032 | 88 | 0.660 | 0.089 | 8/5/2019 |
| 714786483 | Existing Customer | 45 | M | 4 | College | Single | $60K - $80K | Blue | 35 | 2 | 2 | 3 | 13445.0 | 1186 | 12259.0 | 0.560 | 7377 | 82 | 0.608 | 0.088 | 8/15/2021 |
| 713299758 | Existing Customer | 53 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8979.0 | 1289 | 7690.0 | 0.651 | 7422 | 87 | 0.673 | 0.144 | 9/1/2022 |
| 771912408 | Existing Customer | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 1 | 6674.0 | 1402 | 5272.0 | 0.695 | 7468 | 92 | 0.614 | 0.210 | 7/11/2021 |
| 721445658 | Existing Customer | 52 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 34 | 3 | 3 | 3 | 6265.0 | 1677 | 4588.0 | 0.769 | 8162 | 89 | 0.589 | 0.268 | 7/20/2019 |
| 719787633 | Existing Customer | 47 | M | 0 | Graduate | Married | $80K - $120K | Silver | 36 | 3 | 2 | 1 | 34516.0 | 1913 | 32603.0 | 0.840 | 7535 | 92 | 0.673 | 0.055 | 4/10/2019 |
| 713697933 | Existing Customer | 47 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 34516.0 | 1264 | 33252.0 | 0.774 | 7827 | 77 | 0.540 | 0.037 | 6/16/2022 |
| 712208658 | Existing Customer | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 33 | 1 | 2 | 1 | 13165.0 | 1255 | 11910.0 | 0.810 | 8126 | 95 | 0.667 | 0.095 | 8/2/2019 |
| 708219108 | Existing Customer | 49 | M | 3 | College | Divorced | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 9959.0 | 1143 | 8816.0 | 0.661 | 7300 | 77 | 0.638 | 0.115 | 3/16/2021 |
| 709065483 | Existing Customer | 40 | F | 3 | College | Divorced | $40K - $60K | Blue | 28 | 2 | 2 | 3 | 9243.0 | 2019 | 7224.0 | 0.707 | 7841 | 82 | 0.608 | 0.218 | 7/23/2022 |
| 715237683 | Existing Customer | 53 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 1 | 3 | 4737.0 | 1649 | 3088.0 | 0.748 | 7802 | 88 | 0.492 | 0.348 | 9/29/2019 |
| 712925808 | Attrited Customer | 51 | F | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 2710.0 | 0 | 2710.0 | 0.999 | 4724 | 60 | 0.395 | 0.000 | 11/16/2021 |
| 788931558 | Existing Customer | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 1 | 2 | 2 | 2000.0 | 1739 | 261.0 | 0.821 | 7694 | 85 | 0.700 | 0.870 | 9/18/2020 |
| 717521508 | Existing Customer | 41 | M | 3 | High School | Single | $80K - $120K | Gold | 28 | 2 | 2 | 0 | 34516.0 | 2098 | 32418.0 | 0.746 | 6932 | 87 | 0.526 | 0.061 | 10/3/2022 |
| 713688933 | Existing Customer | 42 | F | 0 | Unknown | Married | Less than $40K | Blue | 28 | 1 | 1 | 1 | 8798.0 | 1509 | 7289.0 | 0.845 | 8020 | 74 | 0.721 | 0.172 | 10/13/2022 |
| 712405908 | Existing Customer | 50 | M | 2 | High School | Unknown | $120K + | Blue | 40 | 1 | 2 | 3 | 24670.0 | 1623 | 23047.0 | 0.791 | 7772 | 76 | 0.652 | 0.066 | 8/22/2020 |
| 789298833 | Existing Customer | 51 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 40 | 1 | 2 | 3 | 23453.0 | 0 | 23453.0 | 0.727 | 7555 | 96 | 0.574 | 0.000 | 6/23/2019 |
| 715729683 | Existing Customer | 44 | M | 3 | High School | Single | $120K + | Silver | 36 | 1 | 2 | 2 | 34516.0 | 1106 | 33410.0 | 0.776 | 7936 | 76 | 0.767 | 0.032 | 12/27/2022 |
| 717682233 | Existing Customer | 49 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 6139.0 | 1585 | 4554.0 | 0.713 | 7906 | 80 | 0.633 | 0.258 | 5/18/2019 |
| 712266633 | Existing Customer | 51 | F | 2 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 14800.0 | 1020 | 13780.0 | 0.896 | 8796 | 94 | 0.593 | 0.069 | 5/28/2021 |
| 719272458 | Existing Customer | 53 | F | 5 | Graduate | Single | $40K - $60K | Blue | 41 | 2 | 1 | 3 | 9815.0 | 1699 | 8116.0 | 0.620 | 7962 | 89 | 0.561 | 0.173 | 6/13/2021 |
| 780769308 | Existing Customer | 49 | F | 4 | Unknown | Single | Less than $40K | Blue | 29 | 1 | 3 | 2 | 3919.0 | 2278 | 1641.0 | 0.672 | 7685 | 85 | 0.518 | 0.581 | 4/4/2022 |
| 721468533 | Existing Customer | 59 | M | 1 | Graduate | Single | Unknown | Blue | 36 | 1 | 5 | 2 | 12265.0 | 1412 | 10853.0 | 0.643 | 7470 | 82 | 0.783 | 0.115 | 1/8/2020 |
| 816615633 | Existing Customer | 47 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 42 | 2 | 3 | 1 | 3256.0 | 2035 | 1221.0 | 0.655 | 7075 | 89 | 0.648 | 0.625 | 2/2/2019 |
| 720167508 | Existing Customer | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 35 | 1 | 2 | 1 | 19000.0 | 2389 | 16611.0 | 0.810 | 7664 | 74 | 0.721 | 0.126 | 6/7/2019 |
| 711152658 | Existing Customer | 44 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 1 | 34516.0 | 1635 | 32881.0 | 0.768 | 7219 | 86 | 0.564 | 0.047 | 3/5/2019 |
| 771772083 | Existing Customer | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 1 | 1 | 13197.0 | 0 | 13197.0 | 0.681 | 8424 | 84 | 0.787 | 0.000 | 1/18/2021 |
| 708419733 | Attrited Customer | 47 | M | 3 | College | Single | $60K - $80K | Blue | 39 | 5 | 3 | 2 | 22599.0 | 0 | 22599.0 | 1.039 | 4739 | 55 | 0.486 | 0.000 | 8/21/2020 |
| 709372608 | Existing Customer | 43 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 31 | 1 | 1 | 2 | 23457.0 | 2517 | 20940.0 | 0.676 | 7370 | 96 | 0.627 | 0.107 | 10/21/2020 |
| 788907033 | Existing Customer | 40 | M | 2 | High School | Unknown | $80K - $120K | Blue | 26 | 1 | 3 | 1 | 5238.0 | 2077 | 3161.0 | 0.656 | 7321 | 73 | 0.659 | 0.397 | 7/6/2020 |
| 711136008 | Existing Customer | 41 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 1 | 1 | 3 | 31560.0 | 1298 | 30262.0 | 0.681 | 7641 | 93 | 0.632 | 0.041 | 9/23/2021 |
| 716691783 | Existing Customer | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 6218.0 | 2517 | 3701.0 | 0.716 | 7689 | 84 | 0.680 | 0.405 | 6/24/2022 |
| 812618883 | Existing Customer | 47 | M | 2 | High School | Divorced | Unknown | Silver | 42 | 1 | 2 | 2 | 34516.0 | 2019 | 32497.0 | 0.706 | 7774 | 95 | 0.583 | 0.058 | 4/4/2020 |
| 715908558 | Existing Customer | 44 | M | 0 | Graduate | Unknown | $60K - $80K | Silver | 36 | 1 | 1 | 1 | 29572.0 | 1584 | 27988.0 | 0.738 | 7566 | 88 | 0.600 | 0.054 | 12/18/2021 |
| 718024908 | Existing Customer | 52 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 40 | 2 | 1 | 3 | 2743.0 | 1705 | 1038.0 | 0.605 | 6993 | 97 | 0.540 | 0.622 | 4/6/2021 |
| 709558608 | Existing Customer | 39 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 31 | 2 | 2 | 3 | 2844.0 | 2065 | 779.0 | 0.638 | 7345 | 73 | 0.738 | 0.726 | 10/6/2019 |
| 824177733 | Existing Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 49 | 1 | 2 | 3 | 9678.0 | 1710 | 7968.0 | 0.745 | 7682 | 90 | 0.579 | 0.177 | 1/15/2020 |
| 719784708 | Existing Customer | 49 | M | 0 | Unknown | Married | $80K - $120K | Blue | 36 | 1 | 2 | 1 | 26882.0 | 1673 | 25209.0 | 0.691 | 7409 | 89 | 0.534 | 0.062 | 12/12/2022 |
| 717535083 | Existing Customer | 52 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 5207.0 | 1121 | 4086.0 | 0.578 | 7153 | 84 | 0.647 | 0.215 | 2/14/2020 |
| 712453308 | Existing Customer | 46 | M | 4 | High School | Divorced | $40K - $60K | Silver | 36 | 2 | 2 | 3 | 15034.0 | 1356 | 13678.0 | 0.754 | 7737 | 84 | 0.750 | 0.090 | 9/17/2019 |
| 721008933 | Existing Customer | 44 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 3107.0 | 1995 | 1112.0 | 0.668 | 7535 | 87 | 0.673 | 0.642 | 12/1/2019 |
| 720859533 | Existing Customer | 52 | F | 2 | High School | Single | $40K - $60K | Blue | 39 | 2 | 1 | 1 | 12214.0 | 2379 | 9835.0 | 0.769 | 8426 | 105 | 0.544 | 0.195 | 10/6/2019 |
| 789556533 | Existing Customer | 52 | M | 4 | Graduate | Married | $80K - $120K | Blue | 45 | 2 | 2 | 3 | 23070.0 | 1701 | 21369.0 | 0.846 | 8070 | 81 | 0.688 | 0.074 | 1/8/2020 |
| 717656433 | Existing Customer | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 40 | 1 | 2 | 2 | 2167.0 | 988 | 1179.0 | 0.619 | 7199 | 83 | 0.729 | 0.456 | 2/14/2021 |
| 792524358 | Existing Customer | 55 | M | 3 | High School | Single | $80K - $120K | Gold | 49 | 2 | 1 | 3 | 34516.0 | 810 | 33706.0 | 0.787 | 7917 | 95 | 0.667 | 0.023 | 2/9/2021 |
| 758211483 | Existing Customer | 45 | M | 5 | Unknown | Married | $60K - $80K | Blue | 38 | 1 | 2 | 3 | 6895.0 | 2314 | 4581.0 | 0.840 | 8778 | 85 | 0.604 | 0.336 | 11/16/2021 |
| 801380808 | Attrited Customer | 44 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 1 | 2 | 1 | 25894.0 | 2517 | 23377.0 | 1.046 | 4847 | 49 | 0.815 | 0.097 | 1/21/2022 |
| 716329383 | Attrited Customer | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 3138.0 | 986 | 2152.0 | 1.002 | 4724 | 56 | 0.806 | 0.314 | 4/24/2021 |
| 716871633 | Existing Customer | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 38 | 2 | 2 | 3 | 12055.0 | 1858 | 10197.0 | 0.645 | 7222 | 93 | 0.500 | 0.154 | 2/18/2022 |
| 718491708 | Existing Customer | 53 | F | 2 | College | Single | Unknown | Blue | 38 | 2 | 3 | 3 | 16592.0 | 1435 | 15157.0 | 0.760 | 7642 | 89 | 0.648 | 0.086 | 1/30/2022 |
| 787502883 | Existing Customer | 60 | F | 1 | Doctorate | Single | Unknown | Silver | 48 | 1 | 2 | 1 | 34516.0 | 1542 | 32974.0 | 0.603 | 7443 | 98 | 0.556 | 0.045 | 9/29/2020 |
| 715183308 | Existing Customer | 47 | M | 3 | Post-Graduate | Unknown | Unknown | Silver | 38 | 2 | 1 | 2 | 33184.0 | 855 | 32329.0 | 0.728 | 7190 | 93 | 0.525 | 0.026 | 4/7/2022 |
| 713872833 | Existing Customer | 54 | F | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 2 | 1 | 3 | 10753.0 | 1845 | 8908.0 | 0.689 | 7302 | 80 | 0.702 | 0.172 | 8/21/2020 |
| 708535158 | Existing Customer | 39 | M | 2 | Post-Graduate | Unknown | $80K - $120K | Blue | 29 | 1 | 1 | 3 | 9959.0 | 1501 | 8458.0 | 0.822 | 8505 | 86 | 0.536 | 0.151 | 11/3/2022 |
| 711658758 | Existing Customer | 46 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 6 | 5 | 1 | 2069.0 | 1101 | 968.0 | 0.741 | 7307 | 82 | 0.745 | 0.532 | 10/28/2019 |
| 717248583 | Existing Customer | 43 | F | 3 | College | Married | Less than $40K | Silver | 34 | 4 | 2 | 2 | 11362.0 | 1871 | 9491.0 | 0.859 | 7849 | 88 | 0.630 | 0.165 | 6/28/2022 |
| 713087958 | Existing Customer | 53 | M | 4 | High School | Divorced | $120K + | Blue | 36 | 3 | 3 | 2 | 34516.0 | 1337 | 33179.0 | 0.704 | 7919 | 85 | 0.635 | 0.039 | 10/3/2019 |
| 721495458 | Existing Customer | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 2 | 1 | 1 | 20001.0 | 0 | 20001.0 | 0.742 | 8094 | 96 | 0.600 | 0.000 | 11/16/2022 |
| 786097158 | Existing Customer | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 42 | 2 | 3 | 2 | 8786.0 | 1559 | 7227.0 | 0.909 | 8575 | 92 | 0.736 | 0.177 | 7/25/2019 |
| 712219083 | Existing Customer | 41 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 7142.0 | 1917 | 5225.0 | 0.727 | 7892 | 83 | 0.729 | 0.268 | 7/13/2021 |
| 715327683 | Attrited Customer | 45 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 4477.0 | 2517 | 1960.0 | 1.022 | 4996 | 55 | 0.486 | 0.562 | 1/15/2021 |
| 715624533 | Existing Customer | 41 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 30 | 1 | 2 | 3 | 5357.0 | 1272 | 4085.0 | 0.708 | 7730 | 97 | 0.540 | 0.237 | 5/2/2021 |
| 715599633 | Existing Customer | 51 | M | 1 | College | Married | $80K - $120K | Silver | 38 | 2 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.678 | 7686 | 89 | 0.618 | 0.000 | 3/3/2022 |
| 718958583 | Attrited Customer | 44 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2367.0 | 1606 | 761.0 | 0.956 | 4506 | 59 | 0.639 | 0.678 | 11/27/2020 |
| 717397983 | Existing Customer | 39 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 29 | 2 | 2 | 3 | 23402.0 | 958 | 22444.0 | 0.646 | 7570 | 98 | 0.633 | 0.041 | 3/13/2022 |
| 715037133 | Existing Customer | 40 | M | 3 | Doctorate | Unknown | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4587.0 | 1771 | 2816.0 | 0.647 | 7479 | 83 | 0.694 | 0.386 | 4/25/2022 |
| 818767458 | Existing Customer | 41 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 2 | 3 | 2 | 6565.0 | 1130 | 5435.0 | 0.823 | 7729 | 97 | 0.644 | 0.172 | 5/2/2020 |
| 778863258 | Attrited Customer | 46 | F | 4 | Unknown | Married | Unknown | Blue | 27 | 1 | 2 | 3 | 6030.0 | 0 | 6030.0 | 1.031 | 4983 | 62 | 0.442 | 0.000 | 11/18/2020 |
| 712075083 | Attrited Customer | 50 | M | 4 | High School | Single | $120K + | Blue | 41 | 4 | 3 | 3 | 6982.0 | 0 | 6982.0 | 1.018 | 4830 | 50 | 0.724 | 0.000 | 4/20/2020 |
| 711963183 | Existing Customer | 50 | M | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5128.0 | 0 | 5128.0 | 0.704 | 7588 | 98 | 0.581 | 0.000 | 3/11/2021 |
| 720903258 | Attrited Customer | 48 | M | 3 | Unknown | Unknown | $60K - $80K | Blue | 28 | 2 | 2 | 1 | 9405.0 | 0 | 9405.0 | 1.033 | 4801 | 47 | 0.382 | 0.000 | 7/30/2020 |
| 772404633 | Existing Customer | 49 | M | 2 | Graduate | Married | $80K - $120K | Silver | 39 | 1 | 1 | 2 | 34516.0 | 1118 | 33398.0 | 0.671 | 7734 | 74 | 0.609 | 0.032 | 6/28/2022 |
| 713302758 | Existing Customer | 49 | M | 2 | Graduate | Married | $120K + | Blue | 40 | 2 | 4 | 1 | 14646.0 | 1448 | 13198.0 | 0.895 | 8160 | 92 | 0.586 | 0.099 | 1/25/2022 |
| 717859233 | Existing Customer | 41 | M | 5 | Graduate | Married | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 12578.0 | 2517 | 10061.0 | 0.875 | 8362 | 82 | 0.640 | 0.200 | 1/10/2020 |
| 712955433 | Existing Customer | 36 | F | 4 | Uneducated | Unknown | $40K - $60K | Blue | 16 | 1 | 2 | 2 | 4370.0 | 1222 | 3148.0 | 0.648 | 7223 | 90 | 0.552 | 0.280 | 7/16/2022 |
| 718292283 | Existing Customer | 52 | F | 1 | High School | Single | $40K - $60K | Blue | 42 | 1 | 3 | 1 | 3416.0 | 1970 | 1446.0 | 0.804 | 8254 | 75 | 0.596 | 0.577 | 1/3/2020 |
| 713197308 | Existing Customer | 42 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 1 | 2 | 1 | 6224.0 | 0 | 6224.0 | 0.630 | 7612 | 82 | 0.783 | 0.000 | 2/6/2020 |
| 789175683 | Existing Customer | 49 | F | 2 | College | Married | Less than $40K | Silver | 38 | 2 | 3 | 2 | 10741.0 | 2517 | 8224.0 | 1.087 | 8352 | 71 | 0.821 | 0.234 | 10/24/2022 |
| 811700058 | Attrited Customer | 41 | M | 2 | Graduate | Single | $60K - $80K | Gold | 36 | 2 | 3 | 3 | 34516.0 | 687 | 33829.0 | 1.015 | 4822 | 57 | 0.295 | 0.020 | 10/26/2020 |
| 818476383 | Existing Customer | 50 | M | 1 | Unknown | Unknown | $120K + | Silver | 45 | 2 | 2 | 0 | 34516.0 | 1514 | 33002.0 | 0.736 | 7333 | 72 | 1.000 | 0.044 | 3/3/2022 |
| 720164358 | Attrited Customer | 53 | F | 4 | Graduate | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 6058.0 | 0 | 6058.0 | 0.997 | 4754 | 60 | 0.463 | 0.000 | 6/22/2022 |
| 710357208 | Existing Customer | 49 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 39 | 2 | 3 | 2 | 8561.0 | 915 | 7646.0 | 0.637 | 7341 | 79 | 0.491 | 0.107 | 11/23/2019 |
| 711325308 | Attrited Customer | 46 | M | 3 | Unknown | Single | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 9959.0 | 0 | 9959.0 | 1.049 | 4859 | 64 | 0.524 | 0.000 | 12/30/2022 |
| 721486908 | Existing Customer | 51 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 7645.0 | 2076 | 5569.0 | 0.759 | 7710 | 75 | 0.875 | 0.272 | 5/31/2020 |
| 711210633 | Existing Customer | 51 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 42 | 2 | 4 | 1 | 1922.0 | 1124 | 798.0 | 0.766 | 8049 | 76 | 0.434 | 0.585 | 10/21/2020 |
| 712570458 | Existing Customer | 51 | F | 2 | High School | Married | Less than $40K | Blue | 33 | 2 | 1 | 3 | 5625.0 | 1640 | 3985.0 | 0.893 | 7890 | 75 | 0.875 | 0.292 | 7/4/2020 |
| 712058133 | Existing Customer | 54 | F | 2 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 2274.0 | 708 | 1566.0 | 0.677 | 7735 | 74 | 0.682 | 0.311 | 1/17/2021 |
| 708153558 | Existing Customer | 46 | M | 5 | Doctorate | Divorced | $120K + | Blue | 31 | 1 | 2 | 2 | 34516.0 | 1802 | 32714.0 | 0.871 | 7936 | 101 | 0.485 | 0.052 | 11/29/2020 |
| 709893858 | Attrited Customer | 43 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 9422.0 | 2108 | 7314.0 | 0.891 | 4633 | 58 | 0.611 | 0.224 | 2/16/2021 |
| 709225758 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | Unknown | Blue | 37 | 2 | 1 | 3 | 7469.0 | 2474 | 4995.0 | 0.674 | 8213 | 86 | 0.623 | 0.331 | 3/16/2021 |
| 709984083 | Existing Customer | 43 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 3849.0 | 1281 | 2568.0 | 0.777 | 7930 | 90 | 0.607 | 0.333 | 8/8/2019 |
| 711854808 | Attrited Customer | 41 | M | 3 | High School | Married | $120K + | Blue | 32 | 2 | 2 | 1 | 34516.0 | 0 | 34516.0 | 0.965 | 4734 | 57 | 0.541 | 0.000 | 9/14/2022 |
| 822125283 | Existing Customer | 49 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 45 | 2 | 1 | 1 | 4778.0 | 1351 | 3427.0 | 0.785 | 7590 | 74 | 0.682 | 0.283 | 9/22/2021 |
| 717340608 | Existing Customer | 51 | F | 3 | High School | Single | Unknown | Gold | 39 | 1 | 1 | 2 | 34516.0 | 1873 | 32643.0 | 0.629 | 7703 | 104 | 0.677 | 0.054 | 10/13/2021 |
| 711084183 | Existing Customer | 47 | F | 5 | Uneducated | Unknown | $40K - $60K | Blue | 42 | 2 | 2 | 3 | 5168.0 | 2265 | 2903.0 | 0.715 | 8211 | 80 | 0.818 | 0.438 | 10/15/2019 |
| 720891633 | Attrited Customer | 53 | F | 2 | High School | Single | Less than $40K | Blue | 46 | 6 | 1 | 2 | 3199.0 | 0 | 3199.0 | 1.047 | 4805 | 59 | 0.639 | 0.000 | 9/27/2019 |
| 719607183 | Existing Customer | 55 | F | 2 | Graduate | Single | Unknown | Blue | 42 | 2 | 3 | 2 | 21046.0 | 1631 | 19415.0 | 0.731 | 7653 | 95 | 0.638 | 0.077 | 7/2/2019 |
| 715839708 | Existing Customer | 51 | M | 1 | Graduate | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 34516.0 | 2452 | 32064.0 | 0.707 | 7111 | 82 | 0.608 | 0.071 | 2/25/2019 |
| 717008358 | Existing Customer | 40 | F | 1 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 6540.0 | 0 | 6540.0 | 0.723 | 7919 | 88 | 0.600 | 0.000 | 9/7/2019 |
| 769152783 | Attrited Customer | 60 | F | 2 | High School | Single | Less than $40K | Blue | 54 | 1 | 6 | 2 | 8141.0 | 1811 | 6330.0 | 1.043 | 5043 | 53 | 0.432 | 0.222 | 10/21/2022 |
| 788240358 | Existing Customer | 40 | F | 5 | Graduate | Married | Unknown | Silver | 24 | 2 | 1 | 2 | 33441.0 | 686 | 32755.0 | 0.761 | 8452 | 83 | 0.509 | 0.021 | 1/31/2022 |
| 716098683 | Existing Customer | 46 | F | 5 | Graduate | Unknown | Unknown | Blue | 36 | 2 | 3 | 1 | 5496.0 | 1816 | 3680.0 | 0.678 | 7985 | 93 | 0.603 | 0.330 | 6/13/2021 |
| 802675983 | Existing Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 2 | 3 | 1 | 3794.0 | 1544 | 2250.0 | 0.720 | 7872 | 80 | 0.538 | 0.407 | 6/18/2022 |
| 712716108 | Existing Customer | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 5785.0 | 2130 | 3655.0 | 0.813 | 7950 | 86 | 0.593 | 0.368 | 6/21/2022 |
| 709238358 | Existing Customer | 51 | F | 0 | Uneducated | Married | Unknown | Blue | 39 | 1 | 3 | 2 | 19387.0 | 810 | 18577.0 | 0.746 | 7604 | 87 | 0.642 | 0.042 | 9/16/2020 |
| 708682908 | Existing Customer | 43 | F | 4 | Unknown | Single | Unknown | Blue | 28 | 2 | 2 | 1 | 2838.0 | 1934 | 904.0 | 0.873 | 8644 | 87 | 0.554 | 0.681 | 8/15/2019 |
| 812794983 | Existing Customer | 41 | F | 3 | College | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 4086.0 | 1974 | 2112.0 | 0.775 | 7932 | 87 | 0.642 | 0.483 | 8/4/2021 |
| 708968733 | Existing Customer | 47 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 1 | 3 | 2 | 31987.0 | 0 | 31987.0 | 0.814 | 7926 | 83 | 0.537 | 0.000 | 2/6/2022 |
| 779315508 | Attrited Customer | 43 | M | 4 | Post-Graduate | Single | $40K - $60K | Blue | 25 | 1 | 2 | 2 | 9043.0 | 1974 | 7069.0 | 1.027 | 4638 | 48 | 0.655 | 0.218 | 12/14/2021 |
| 740065833 | Existing Customer | 47 | F | 3 | Graduate | Single | Less than $40K | Silver | 40 | 1 | 2 | 2 | 11128.0 | 2517 | 8611.0 | 0.800 | 8526 | 93 | 0.661 | 0.226 | 5/6/2022 |
| 721063533 | Existing Customer | 51 | M | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 1 | 3 | 3 | 3062.0 | 2058 | 1004.0 | 0.622 | 7289 | 75 | 0.705 | 0.672 | 8/5/2022 |
| 718189908 | Existing Customer | 44 | F | 4 | Unknown | Unknown | $40K - $60K | Gold | 31 | 2 | 2 | 3 | 23981.0 | 2135 | 21846.0 | 0.749 | 7885 | 86 | 0.564 | 0.089 | 7/16/2019 |
| 780064983 | Existing Customer | 44 | M | 1 | Graduate | Married | $80K - $120K | Gold | 29 | 2 | 1 | 3 | 34516.0 | 942 | 33574.0 | 0.750 | 7665 | 86 | 0.593 | 0.027 | 6/13/2019 |
| 770920908 | Existing Customer | 39 | F | 0 | Unknown | Single | $40K - $60K | Silver | 26 | 1 | 1 | 1 | 22054.0 | 1146 | 20908.0 | 0.842 | 8055 | 82 | 0.673 | 0.052 | 8/24/2019 |
| 718046433 | Existing Customer | 53 | F | 2 | Graduate | Unknown | Less than $40K | Blue | 35 | 1 | 2 | 3 | 2199.0 | 693 | 1506.0 | 0.654 | 7342 | 86 | 0.483 | 0.315 | 12/23/2020 |
| 711842508 | Existing Customer | 45 | M | 3 | Uneducated | Unknown | $80K - $120K | Blue | 33 | 2 | 3 | 3 | 9303.0 | 1580 | 7723.0 | 0.877 | 7825 | 87 | 0.450 | 0.170 | 6/27/2022 |
| 772869033 | Existing Customer | 47 | M | 3 | Unknown | Single | $120K + | Gold | 38 | 2 | 4 | 3 | 34516.0 | 1342 | 33174.0 | 0.690 | 7283 | 89 | 0.648 | 0.039 | 7/1/2021 |
| 715298808 | Existing Customer | 40 | M | 2 | High School | Divorced | $40K - $60K | Blue | 32 | 1 | 3 | 2 | 7566.0 | 1618 | 5948.0 | 0.720 | 7570 | 88 | 0.544 | 0.214 | 12/17/2022 |
| 708877458 | Existing Customer | 50 | F | 3 | Uneducated | Married | Unknown | Blue | 34 | 2 | 3 | 3 | 11343.0 | 0 | 11343.0 | 0.709 | 8027 | 94 | 0.679 | 0.000 | 2/13/2021 |
| 787496733 | Existing Customer | 47 | F | 2 | Uneducated | Married | Unknown | Blue | 35 | 2 | 1 | 1 | 15155.0 | 1287 | 13868.0 | 0.868 | 7724 | 79 | 0.580 | 0.085 | 2/24/2021 |
| 789469083 | Existing Customer | 55 | M | 2 | Unknown | Single | $80K - $120K | Blue | 46 | 2 | 1 | 1 | 10795.0 | 0 | 10795.0 | 0.855 | 7855 | 81 | 0.528 | 0.000 | 1/9/2021 |
| 709497108 | Existing Customer | 44 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 2 | 1 | 0 | 6633.0 | 1322 | 5311.0 | 0.698 | 8396 | 106 | 0.738 | 0.199 | 3/12/2021 |
| 784819758 | Existing Customer | 54 | F | 1 | Graduate | Single | Unknown | Blue | 48 | 1 | 1 | 2 | 8572.0 | 2128 | 6444.0 | 0.821 | 7850 | 94 | 0.516 | 0.248 | 6/10/2020 |
| 720412308 | Existing Customer | 40 | M | 4 | Unknown | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 34516.0 | 2330 | 32186.0 | 0.693 | 7635 | 75 | 0.667 | 0.068 | 12/8/2022 |
| 719178183 | Existing Customer | 50 | M | 2 | Graduate | Married | $80K - $120K | Silver | 42 | 2 | 3 | 3 | 34516.0 | 2517 | 31999.0 | 0.759 | 8186 | 85 | 0.635 | 0.073 | 9/28/2021 |
| 789560433 | Attrited Customer | 49 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 42 | 2 | 4 | 2 | 14895.0 | 0 | 14895.0 | 1.043 | 5147 | 53 | 0.559 | 0.000 | 10/7/2020 |
| 712931733 | Existing Customer | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 2636.0 | 1257 | 1379.0 | 0.661 | 7136 | 82 | 0.608 | 0.477 | 10/15/2021 |
| 714417183 | Existing Customer | 39 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 31 | 1 | 3 | 1 | 9511.0 | 2220 | 7291.0 | 0.712 | 7041 | 95 | 0.532 | 0.233 | 1/24/2022 |
| 771097683 | Attrited Customer | 43 | M | 2 | High School | Single | $120K + | Blue | 30 | 1 | 2 | 2 | 10896.0 | 2517 | 8379.0 | 1.028 | 4935 | 58 | 0.487 | 0.231 | 6/13/2021 |
| 713824983 | Existing Customer | 43 | F | 0 | High School | Married | Less than $40K | Blue | 35 | 1 | 1 | 0 | 8401.0 | 1085 | 7316.0 | 0.696 | 7697 | 98 | 0.508 | 0.129 | 10/25/2019 |
| 715360458 | Existing Customer | 45 | F | 3 | Graduate | Divorced | Unknown | Blue | 36 | 2 | 3 | 2 | 12406.0 | 1980 | 10426.0 | 0.791 | 8113 | 90 | 0.500 | 0.160 | 1/14/2022 |
| 711736083 | Attrited Customer | 47 | F | 4 | College | Divorced | Unknown | Blue | 36 | 4 | 3 | 3 | 6769.0 | 274 | 6495.0 | 0.998 | 4885 | 54 | 0.350 | 0.040 | 6/25/2019 |
| 714821433 | Existing Customer | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 2737.0 | 0 | 2737.0 | 0.710 | 7587 | 80 | 0.569 | 0.000 | 8/12/2021 |
| 779263533 | Existing Customer | 34 | F | 2 | Graduate | Unknown | Unknown | Silver | 16 | 2 | 2 | 1 | 32292.0 | 1731 | 30561.0 | 0.751 | 7564 | 76 | 0.810 | 0.054 | 10/14/2022 |
| 773988708 | Existing Customer | 52 | M | 2 | Uneducated | Married | $120K + | Silver | 43 | 1 | 2 | 2 | 34516.0 | 1588 | 32928.0 | 0.745 | 7512 | 81 | 0.688 | 0.046 | 8/16/2019 |
| 719623083 | Existing Customer | 33 | F | 1 | Doctorate | Unknown | Less than $40K | Gold | 24 | 2 | 3 | 2 | 15987.0 | 1992 | 13995.0 | 0.739 | 8302 | 81 | 0.841 | 0.125 | 8/30/2020 |
| 718304583 | Attrited Customer | 43 | M | 2 | Unknown | Married | $60K - $80K | Gold | 33 | 1 | 3 | 2 | 34516.0 | 1085 | 33431.0 | 1.047 | 4805 | 54 | 0.588 | 0.031 | 12/22/2022 |
| 720198183 | Existing Customer | 42 | M | 5 | College | Married | $40K - $60K | Blue | 27 | 1 | 3 | 1 | 2437.0 | 1718 | 719.0 | 0.608 | 8028 | 77 | 0.540 | 0.705 | 4/27/2019 |
| 780545133 | Existing Customer | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 1 | 4557.0 | 985 | 3572.0 | 0.592 | 7333 | 91 | 0.596 | 0.216 | 1/27/2022 |
| 711128433 | Existing Customer | 55 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 10949.0 | 829 | 10120.0 | 0.749 | 7685 | 91 | 0.596 | 0.076 | 12/21/2021 |
| 789960783 | Existing Customer | 39 | F | 1 | Graduate | Unknown | Less than $40K | Silver | 30 | 1 | 2 | 3 | 10398.0 | 1630 | 8768.0 | 0.755 | 7702 | 81 | 0.688 | 0.157 | 9/10/2021 |
| 709556208 | Existing Customer | 40 | F | 3 | College | Single | $40K - $60K | Silver | 28 | 2 | 1 | 2 | 22361.0 | 1873 | 20488.0 | 0.701 | 7586 | 94 | 0.567 | 0.084 | 4/11/2019 |
| 712053033 | Existing Customer | 46 | M | 2 | Unknown | Single | $80K - $120K | Blue | 34 | 1 | 3 | 2 | 3841.0 | 1411 | 2430.0 | 0.785 | 8444 | 81 | 0.688 | 0.367 | 2/10/2019 |
| 794482158 | Existing Customer | 46 | M | 3 | College | Single | $80K - $120K | Silver | 32 | 2 | 1 | 3 | 34516.0 | 1954 | 32562.0 | 0.755 | 7594 | 69 | 0.725 | 0.057 | 6/18/2020 |
| 780450708 | Attrited Customer | 58 | M | 1 | College | Single | $120K + | Silver | 45 | 1 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.964 | 4864 | 48 | 0.548 | 0.000 | 7/8/2020 |
| 710016708 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Silver | 26 | 1 | 3 | 1 | 10877.0 | 1802 | 9075.0 | 0.706 | 7974 | 90 | 0.731 | 0.166 | 2/10/2020 |
| 709434408 | Existing Customer | 42 | M | 3 | Unknown | Married | $40K - $60K | Blue | 26 | 2 | 1 | 2 | 5848.0 | 1481 | 4367.0 | 0.711 | 8417 | 95 | 0.462 | 0.253 | 9/20/2020 |
| 778716783 | Existing Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 11552.0 | 1970 | 9582.0 | 0.705 | 7180 | 96 | 0.548 | 0.171 | 10/9/2022 |
| 712447758 | Existing Customer | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 2 | 2 | 3 | 11901.0 | 2517 | 9384.0 | 0.781 | 7998 | 82 | 0.608 | 0.211 | 12/28/2021 |
| 779435883 | Existing Customer | 37 | M | 3 | High School | Unknown | $80K - $120K | Blue | 19 | 1 | 2 | 2 | 2273.0 | 0 | 2273.0 | 0.828 | 7899 | 79 | 0.646 | 0.000 | 4/28/2022 |
| 719918358 | Existing Customer | 57 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3082.0 | 2507 | 575.0 | 0.687 | 7787 | 89 | 0.508 | 0.813 | 11/19/2022 |
| 720474408 | Existing Customer | 52 | M | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 1 | 2 | 2 | 9298.0 | 1898 | 7400.0 | 0.655 | 8427 | 87 | 0.776 | 0.204 | 3/8/2022 |
| 719401158 | Existing Customer | 62 | F | 0 | Post-Graduate | Single | $40K - $60K | Blue | 53 | 1 | 2 | 3 | 4136.0 | 0 | 4136.0 | 0.640 | 7739 | 97 | 0.590 | 0.000 | 7/15/2021 |
| 778430733 | Existing Customer | 45 | M | 5 | High School | Unknown | $60K - $80K | Blue | 25 | 1 | 5 | 1 | 12399.0 | 1461 | 10938.0 | 0.645 | 7855 | 82 | 0.414 | 0.118 | 12/15/2022 |
| 717583908 | Existing Customer | 57 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 1 | 6 | 1 | 15030.0 | 1395 | 13635.0 | 0.625 | 7603 | 81 | 0.588 | 0.093 | 6/23/2019 |
| 823519458 | Existing Customer | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 1 | 1 | 3 | 6441.0 | 2151 | 4290.0 | 0.640 | 7123 | 94 | 0.492 | 0.334 | 5/17/2021 |
| 712381683 | Existing Customer | 42 | F | 4 | Unknown | Married | Unknown | Blue | 36 | 1 | 4 | 2 | 7469.0 | 837 | 6632.0 | 0.828 | 8281 | 80 | 0.739 | 0.112 | 1/19/2019 |
| 716045508 | Existing Customer | 40 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3569.0 | 1054 | 2515.0 | 0.775 | 7963 | 85 | 0.574 | 0.295 | 9/16/2020 |
| 820936533 | Existing Customer | 47 | M | 3 | Graduate | Unknown | Less than $40K | Blue | 43 | 1 | 3 | 3 | 2781.0 | 1950 | 831.0 | 0.980 | 9331 | 93 | 0.500 | 0.701 | 12/27/2022 |
| 721227258 | Existing Customer | 51 | M | 1 | Post-Graduate | Married | $120K + | Silver | 31 | 2 | 5 | 2 | 34516.0 | 1991 | 32525.0 | 0.718 | 7520 | 79 | 0.681 | 0.058 | 1/18/2020 |
| 771304383 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 1 | 2 | 3 | 4174.0 | 2507 | 1667.0 | 0.832 | 7905 | 86 | 0.755 | 0.601 | 12/17/2019 |
| 717600483 | Existing Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 43 | 2 | 2 | 1 | 23223.0 | 628 | 22595.0 | 0.837 | 7358 | 87 | 0.642 | 0.027 | 12/2/2022 |
| 778865583 | Existing Customer | 46 | M | 3 | Graduate | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 6954.0 | 1502 | 5452.0 | 0.624 | 7510 | 89 | 0.648 | 0.216 | 10/12/2022 |
| 709871658 | Existing Customer | 47 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 7136.0 | 2345 | 4791.0 | 0.699 | 7729 | 86 | 0.654 | 0.329 | 7/18/2020 |
| 818280108 | Existing Customer | 43 | F | 4 | High School | Single | Less than $40K | Blue | 38 | 1 | 1 | 1 | 1820.0 | 0 | 1820.0 | 0.708 | 7714 | 91 | 0.596 | 0.000 | 4/4/2021 |
| 716350008 | Existing Customer | 52 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 2937.0 | 1633 | 1304.0 | 0.857 | 8235 | 102 | 0.522 | 0.556 | 4/5/2021 |
| 778172583 | Existing Customer | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 6636.0 | 2399 | 4237.0 | 0.681 | 7023 | 86 | 0.654 | 0.362 | 10/21/2021 |
| 719121708 | Existing Customer | 41 | M | 2 | Graduate | Married | $60K - $80K | Silver | 31 | 2 | 3 | 3 | 31497.0 | 2192 | 29305.0 | 0.868 | 7685 | 92 | 0.533 | 0.070 | 6/18/2021 |
| 714342033 | Attrited Customer | 52 | M | 1 | High School | Married | $120K + | Blue | 34 | 2 | 3 | 1 | 34516.0 | 0 | 34516.0 | 1.038 | 4863 | 56 | 0.474 | 0.000 | 11/8/2020 |
| 788811558 | Existing Customer | 52 | F | 1 | High School | Married | Less than $40K | Blue | 35 | 1 | 3 | 3 | 1959.0 | 1022 | 937.0 | 0.780 | 7847 | 65 | 0.857 | 0.522 | 3/23/2021 |
| 788943333 | Attrited Customer | 51 | M | 3 | Post-Graduate | Married | $80K - $120K | Silver | 37 | 6 | 2 | 2 | 34516.0 | 989 | 33527.0 | 1.021 | 4810 | 55 | 0.341 | 0.029 | 9/4/2019 |
| 719258433 | Existing Customer | 49 | M | 5 | Graduate | Single | $60K - $80K | Blue | 42 | 2 | 1 | 3 | 7801.0 | 2018 | 5783.0 | 0.684 | 7561 | 91 | 0.685 | 0.259 | 10/11/2022 |
| 717895833 | Existing Customer | 55 | M | 3 | College | Single | $120K + | Blue | 44 | 2 | 2 | 3 | 6455.0 | 1837 | 4618.0 | 0.717 | 8001 | 99 | 0.707 | 0.285 | 5/7/2022 |
| 711550983 | Existing Customer | 46 | M | 1 | Graduate | Divorced | $40K - $60K | Blue | 37 | 1 | 2 | 2 | 11343.0 | 1175 | 10168.0 | 0.699 | 8313 | 107 | 0.672 | 0.104 | 3/6/2019 |
| 714077583 | Attrited Customer | 43 | M | 3 | Post-Graduate | Married | $40K - $60K | Platinum | 31 | 2 | 3 | 4 | 23981.0 | 593 | 23388.0 | 0.987 | 4758 | 65 | 0.512 | 0.025 | 10/4/2022 |
| 720939933 | Attrited Customer | 46 | F | 4 | Unknown | Single | Less than $40K | Blue | 33 | 5 | 3 | 5 | 2879.0 | 0 | 2879.0 | 1.031 | 4684 | 56 | 0.556 | 0.000 | 9/16/2020 |
| 716725008 | Existing Customer | 49 | M | 4 | High School | Married | $80K - $120K | Blue | 40 | 2 | 3 | 2 | 7667.0 | 2191 | 5476.0 | 0.682 | 7886 | 94 | 0.679 | 0.286 | 11/4/2019 |
| 788824083 | Existing Customer | 41 | M | 2 | Uneducated | Single | $120K + | Blue | 24 | 2 | 2 | 1 | 34516.0 | 1022 | 33494.0 | 0.743 | 8202 | 88 | 0.913 | 0.030 | 4/3/2022 |
| 716335983 | Existing Customer | 37 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 6713.0 | 1590 | 5123.0 | 0.847 | 7946 | 85 | 0.667 | 0.237 | 7/8/2019 |
| 719157933 | Existing Customer | 51 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 1 | 3 | 1 | 10984.0 | 1429 | 9555.0 | 0.751 | 7850 | 85 | 0.635 | 0.130 | 1/26/2020 |
| 716704158 | Existing Customer | 50 | M | 1 | Doctorate | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.778 | 8087 | 86 | 0.509 | 0.073 | 10/1/2019 |
| 716258358 | Existing Customer | 57 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 23058.0 | 1534 | 21524.0 | 0.701 | 7009 | 82 | 0.708 | 0.067 | 5/13/2019 |
| 827904183 | Existing Customer | 40 | M | 4 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 2 | 17606.0 | 1377 | 16229.0 | 0.861 | 8104 | 83 | 0.627 | 0.078 | 1/8/2021 |
| 820394733 | Existing Customer | 52 | M | 0 | College | Married | $120K + | Gold | 47 | 2 | 1 | 1 | 34516.0 | 1464 | 33052.0 | 0.689 | 7690 | 87 | 0.673 | 0.042 | 9/1/2022 |
| 716574033 | Existing Customer | 45 | F | 3 | High School | Divorced | $40K - $60K | Silver | 36 | 2 | 2 | 2 | 18000.0 | 1829 | 16171.0 | 0.675 | 7149 | 86 | 0.623 | 0.102 | 11/6/2019 |
| 736786908 | Existing Customer | 48 | F | 2 | College | Married | Less than $40K | Blue | 41 | 2 | 2 | 2 | 5550.0 | 2517 | 3033.0 | 0.767 | 6984 | 85 | 0.545 | 0.454 | 12/24/2022 |
| 774099708 | Existing Customer | 39 | F | 3 | High School | Single | Less than $40K | Blue | 33 | 2 | 1 | 2 | 1621.0 | 0 | 1621.0 | 0.779 | 7400 | 86 | 0.686 | 0.000 | 3/31/2019 |
| 714282333 | Existing Customer | 49 | F | 4 | College | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 3244.0 | 0 | 3244.0 | 0.765 | 7495 | 97 | 0.540 | 0.000 | 12/20/2020 |
| 717471933 | Existing Customer | 45 | M | 2 | Unknown | Married | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 5800.0 | 1434 | 4366.0 | 0.715 | 8202 | 89 | 0.679 | 0.247 | 12/18/2022 |
| 818316108 | Existing Customer | 43 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 2 | 1 | 2550.0 | 1421 | 1129.0 | 0.819 | 8063 | 72 | 0.714 | 0.557 | 10/12/2020 |
| 709838508 | Existing Customer | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Silver | 31 | 2 | 1 | 3 | 34516.0 | 1509 | 33007.0 | 0.728 | 7167 | 91 | 0.625 | 0.044 | 4/21/2019 |
| 716212383 | Attrited Customer | 38 | M | 1 | High School | Single | $120K + | Blue | 30 | 5 | 3 | 3 | 10874.0 | 2415 | 8459.0 | 0.933 | 4619 | 59 | 0.372 | 0.222 | 3/27/2021 |
| 757667133 | Attrited Customer | 54 | M | 2 | College | Single | $80K - $120K | Blue | 47 | 2 | 2 | 2 | 13769.0 | 0 | 13769.0 | 1.058 | 4738 | 53 | 0.395 | 0.000 | 8/16/2022 |
| 794571108 | Attrited Customer | 39 | M | 2 | Graduate | Divorced | $40K - $60K | Silver | 23 | 5 | 2 | 3 | 17894.0 | 304 | 17590.0 | 0.965 | 4691 | 63 | 0.465 | 0.017 | 4/7/2021 |
| 711370458 | Existing Customer | 49 | F | 5 | Graduate | Married | Less than $40K | Gold | 38 | 1 | 2 | 2 | 15016.0 | 2016 | 13000.0 | 0.709 | 7685 | 84 | 0.527 | 0.134 | 7/9/2020 |
| 788528958 | Existing Customer | 45 | M | 4 | Graduate | Single | $120K + | Blue | 38 | 1 | 1 | 3 | 9036.0 | 0 | 9036.0 | 0.753 | 8356 | 79 | 0.681 | 0.000 | 9/4/2020 |
| 716745408 | Existing Customer | 54 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 12813.0 | 1998 | 10815.0 | 0.837 | 7803 | 81 | 0.688 | 0.156 | 6/13/2020 |
| 771752508 | Existing Customer | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 1 | 1 | 1 | 4660.0 | 1844 | 2816.0 | 1.018 | 8571 | 84 | 0.647 | 0.396 | 10/4/2020 |
| 788916933 | Existing Customer | 49 | M | 5 | College | Married | $60K - $80K | Gold | 35 | 1 | 2 | 2 | 34516.0 | 1064 | 33452.0 | 0.796 | 8095 | 81 | 0.620 | 0.031 | 6/27/2021 |
| 714938733 | Attrited Customer | 48 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 38 | 4 | 2 | 2 | 13174.0 | 0 | 13174.0 | 0.955 | 4890 | 49 | 0.485 | 0.000 | 8/18/2022 |
| 761818758 | Existing Customer | 43 | M | 1 | Graduate | Single | Unknown | Blue | 36 | 1 | 1 | 2 | 11210.0 | 1079 | 10131.0 | 0.651 | 7206 | 86 | 0.536 | 0.096 | 2/26/2019 |
| 714422058 | Existing Customer | 42 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 31639.0 | 2446 | 29193.0 | 0.632 | 7119 | 86 | 0.564 | 0.077 | 6/27/2022 |
| 712191783 | Existing Customer | 49 | M | 4 | High School | Married | $120K + | Gold | 36 | 1 | 1 | 1 | 34516.0 | 1634 | 32882.0 | 0.768 | 7788 | 94 | 0.469 | 0.047 | 12/24/2022 |
| 716319258 | Existing Customer | 43 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 1 | 1 | 3 | 34516.0 | 1742 | 32774.0 | 0.661 | 7360 | 82 | 0.745 | 0.050 | 8/12/2022 |
| 719813058 | Existing Customer | 44 | F | 5 | Unknown | Married | Less than $40K | Blue | 34 | 2 | 1 | 3 | 2490.0 | 1235 | 1255.0 | 0.823 | 8065 | 88 | 0.760 | 0.496 | 11/24/2022 |
| 712351908 | Existing Customer | 45 | M | 3 | High School | Unknown | $80K - $120K | Blue | 34 | 1 | 2 | 3 | 26438.0 | 1655 | 24783.0 | 0.920 | 8029 | 81 | 0.723 | 0.063 | 7/17/2022 |
| 716742483 | Existing Customer | 38 | F | 1 | Graduate | Single | Less than $40K | Blue | 29 | 2 | 3 | 3 | 7504.0 | 1134 | 6370.0 | 0.670 | 7525 | 100 | 0.449 | 0.151 | 2/28/2022 |
| 708160008 | Existing Customer | 44 | M | 1 | Uneducated | Married | $120K + | Blue | 33 | 2 | 2 | 3 | 34516.0 | 1058 | 33458.0 | 0.734 | 7412 | 84 | 0.585 | 0.031 | 12/11/2020 |
| 709269708 | Existing Customer | 45 | M | 4 | Graduate | Single | $120K + | Platinum | 34 | 2 | 2 | 1 | 34516.0 | 1488 | 33028.0 | 0.732 | 7281 | 95 | 0.532 | 0.043 | 4/23/2019 |
| 779098308 | Existing Customer | 51 | F | 2 | College | Married | Unknown | Blue | 32 | 1 | 3 | 2 | 15048.0 | 2517 | 12531.0 | 0.666 | 7592 | 96 | 0.524 | 0.167 | 5/28/2021 |
| 717257658 | Existing Customer | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 29 | 2 | 2 | 1 | 9357.0 | 1942 | 7415.0 | 0.800 | 7971 | 84 | 0.787 | 0.208 | 4/7/2020 |
| 775112958 | Existing Customer | 51 | M | 1 | Unknown | Married | $60K - $80K | Blue | 45 | 2 | 3 | 3 | 11548.0 | 0 | 11548.0 | 0.611 | 7781 | 72 | 0.895 | 0.000 | 7/23/2020 |
| 788812608 | Existing Customer | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 39 | 1 | 2 | 3 | 8767.0 | 1684 | 7083.0 | 0.786 | 8066 | 79 | 0.549 | 0.192 | 11/26/2022 |
| 711002058 | Existing Customer | 42 | M | 4 | Unknown | Single | $40K - $60K | Blue | 33 | 1 | 3 | 1 | 5306.0 | 2410 | 2896.0 | 0.738 | 7437 | 94 | 0.709 | 0.454 | 5/26/2019 |
| 716199408 | Attrited Customer | 52 | F | 2 | Graduate | Single | Unknown | Blue | 41 | 2 | 3 | 3 | 3608.0 | 2517 | 1091.0 | 1.057 | 4907 | 53 | 0.559 | 0.698 | 8/3/2021 |
| 718100808 | Existing Customer | 49 | F | 1 | Uneducated | Married | Less than $40K | Gold | 37 | 2 | 3 | 1 | 15987.0 | 2065 | 13922.0 | 0.705 | 7395 | 100 | 0.562 | 0.129 | 1/6/2019 |
| 790051758 | Attrited Customer | 50 | M | 2 | Graduate | Single | $120K + | Blue | 42 | 2 | 1 | 2 | 31782.0 | 0 | 31782.0 | 1.056 | 4800 | 53 | 0.395 | 0.000 | 10/10/2022 |
| 772430733 | Existing Customer | 42 | M | 2 | Graduate | Married | $120K + | Blue | 32 | 1 | 1 | 1 | 34516.0 | 1440 | 33076.0 | 0.676 | 7168 | 88 | 0.571 | 0.042 | 6/21/2022 |
| 713460258 | Existing Customer | 45 | F | 0 | Doctorate | Married | $40K - $60K | Silver | 36 | 1 | 1 | 3 | 19107.0 | 933 | 18174.0 | 0.880 | 8987 | 89 | 0.561 | 0.049 | 3/16/2022 |
| 820036533 | Existing Customer | 50 | M | 4 | Unknown | Married | $80K - $120K | Blue | 45 | 2 | 1 | 3 | 34516.0 | 1466 | 33050.0 | 0.693 | 7223 | 87 | 0.611 | 0.042 | 8/26/2019 |
| 719785683 | Existing Customer | 41 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 21751.0 | 1573 | 20178.0 | 0.878 | 8332 | 102 | 0.569 | 0.072 | 1/15/2019 |
| 711830433 | Existing Customer | 44 | F | 3 | College | Single | Less than $40K | Blue | 32 | 1 | 2 | 1 | 7926.0 | 1051 | 6875.0 | 0.729 | 7677 | 87 | 0.554 | 0.133 | 1/20/2022 |
| 807393558 | Attrited Customer | 51 | M | 4 | Unknown | Single | $120K + | Silver | 46 | 2 | 3 | 3 | 34516.0 | 1279 | 33237.0 | 1.020 | 4615 | 49 | 0.581 | 0.037 | 10/30/2021 |
| 718306308 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 27984.0 | 1793 | 26191.0 | 0.754 | 8147 | 81 | 0.588 | 0.064 | 12/10/2020 |
| 772725408 | Existing Customer | 40 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 30 | 2 | 3 | 2 | 24499.0 | 2517 | 21982.0 | 0.777 | 7667 | 84 | 0.527 | 0.103 | 10/28/2021 |
| 711183558 | Existing Customer | 49 | M | 0 | High School | Single | $80K - $120K | Blue | 39 | 2 | 1 | 3 | 2221.0 | 1291 | 930.0 | 0.785 | 8618 | 98 | 0.815 | 0.581 | 2/17/2019 |
| 720317658 | Existing Customer | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 5858.0 | 961 | 4897.0 | 0.657 | 7916 | 82 | 0.708 | 0.164 | 1/19/2019 |
| 710596983 | Existing Customer | 51 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 27318.0 | 2416 | 24902.0 | 0.917 | 7481 | 96 | 0.548 | 0.088 | 9/18/2022 |
| 716986458 | Existing Customer | 44 | F | 3 | High School | Single | Unknown | Blue | 36 | 1 | 3 | 2 | 9766.0 | 1575 | 8191.0 | 0.661 | 7605 | 101 | 0.603 | 0.161 | 10/6/2021 |
| 717382608 | Existing Customer | 59 | M | 1 | Graduate | Single | $60K - $80K | Silver | 36 | 2 | 2 | 2 | 26692.0 | 2517 | 24175.0 | 0.796 | 8780 | 86 | 0.654 | 0.094 | 11/14/2021 |
| 825767658 | Existing Customer | 49 | M | 2 | Graduate | Single | $60K - $80K | Gold | 45 | 2 | 3 | 1 | 34516.0 | 913 | 33603.0 | 0.698 | 7711 | 80 | 0.860 | 0.026 | 1/21/2021 |
| 717513933 | Existing Customer | 38 | M | 3 | College | Single | $120K + | Blue | 26 | 2 | 2 | 1 | 14938.0 | 0 | 14938.0 | 0.626 | 7385 | 90 | 0.429 | 0.000 | 11/26/2022 |
| 789186858 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 2 | 5 | 1 | 33256.0 | 928 | 32328.0 | 0.694 | 7796 | 97 | 0.590 | 0.028 | 12/6/2021 |
| 717658758 | Existing Customer | 49 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.622 | 7962 | 99 | 0.435 | 0.000 | 4/8/2019 |
| 715575258 | Existing Customer | 47 | M | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 1 | 6 | 3 | 5791.0 | 1957 | 3834.0 | 0.654 | 7823 | 93 | 0.722 | 0.338 | 1/20/2019 |
| 714975633 | Existing Customer | 51 | F | 2 | High School | Single | Unknown | Blue | 36 | 2 | 1 | 2 | 2319.0 | 1347 | 972.0 | 0.722 | 7558 | 85 | 0.491 | 0.581 | 10/25/2021 |
| 715396983 | Existing Customer | 46 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 17698.0 | 1769 | 15929.0 | 0.623 | 8056 | 95 | 0.583 | 0.100 | 4/4/2022 |
| 712624383 | Existing Customer | 52 | M | 4 | College | Single | $80K - $120K | Silver | 41 | 1 | 1 | 2 | 34516.0 | 1701 | 32815.0 | 0.715 | 7707 | 99 | 0.500 | 0.049 | 11/29/2022 |
| 721335558 | Existing Customer | 57 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 6482.0 | 1686 | 4796.0 | 0.753 | 7544 | 101 | 0.629 | 0.260 | 11/14/2022 |
| 711167808 | Attrited Customer | 40 | M | 4 | Unknown | Single | $60K - $80K | Blue | 30 | 4 | 3 | 6 | 18975.0 | 0 | 18975.0 | 1.028 | 4803 | 65 | 0.548 | 0.000 | 11/23/2020 |
| 713761608 | Existing Customer | 44 | M | 3 | Graduate | Divorced | $60K - $80K | Silver | 34 | 2 | 3 | 3 | 34516.0 | 1652 | 32864.0 | 0.865 | 8450 | 90 | 0.579 | 0.048 | 6/22/2021 |
| 713367858 | Existing Customer | 47 | M | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 2479.0 | 1748 | 731.0 | 0.831 | 8042 | 85 | 0.545 | 0.705 | 12/9/2021 |
| 710489583 | Existing Customer | 41 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 36 | 1 | 1 | 1 | 4941.0 | 1040 | 3901.0 | 0.765 | 7631 | 91 | 0.596 | 0.210 | 3/22/2020 |
| 720422358 | Existing Customer | 42 | M | 1 | Post-Graduate | Single | $60K - $80K | Gold | 36 | 1 | 1 | 2 | 34516.0 | 2276 | 32240.0 | 0.767 | 7485 | 90 | 0.552 | 0.066 | 3/28/2022 |
| 772098858 | Existing Customer | 44 | F | 4 | Uneducated | Married | Unknown | Blue | 33 | 1 | 2 | 1 | 8230.0 | 1333 | 6897.0 | 0.692 | 7736 | 84 | 0.680 | 0.162 | 10/13/2019 |
| 789304983 | Existing Customer | 44 | M | 0 | Unknown | Married | $40K - $60K | Silver | 34 | 2 | 1 | 2 | 22226.0 | 1864 | 20362.0 | 0.864 | 8753 | 97 | 0.702 | 0.084 | 11/17/2020 |
| 779257233 | Existing Customer | 47 | M | 2 | Uneducated | Single | $120K + | Blue | 29 | 2 | 3 | 2 | 28852.0 | 1974 | 26878.0 | 0.713 | 7432 | 90 | 0.607 | 0.068 | 7/5/2022 |
| 717579258 | Attrited Customer | 36 | M | 1 | Unknown | Unknown | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 6893.0 | 1462 | 5431.0 | 1.031 | 4782 | 50 | 0.351 | 0.212 | 4/12/2022 |
| 709418508 | Existing Customer | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 35 | 1 | 2 | 3 | 7653.0 | 1693 | 5960.0 | 0.683 | 7508 | 93 | 0.576 | 0.221 | 11/6/2020 |
| 778439883 | Existing Customer | 50 | M | 1 | High School | Unknown | $80K - $120K | Blue | 31 | 1 | 2 | 2 | 26840.0 | 769 | 26071.0 | 0.609 | 7969 | 93 | 0.661 | 0.029 | 5/1/2019 |
| 716063583 | Existing Customer | 41 | M | 3 | High School | Divorced | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 4549.0 | 2109 | 2440.0 | 0.953 | 8642 | 85 | 0.700 | 0.464 | 6/11/2020 |
| 716609433 | Attrited Customer | 55 | M | 2 | High School | Divorced | $120K + | Blue | 46 | 5 | 3 | 2 | 16828.0 | 2517 | 14311.0 | 1.059 | 4939 | 63 | 0.465 | 0.150 | 8/7/2020 |
| 721053633 | Existing Customer | 45 | M | 2 | College | Single | $40K - $60K | Blue | 31 | 2 | 2 | 1 | 6530.0 | 1425 | 5105.0 | 0.716 | 8904 | 101 | 0.656 | 0.218 | 8/23/2019 |
| 711559008 | Existing Customer | 40 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 28 | 2 | 1 | 2 | 11642.0 | 1501 | 10141.0 | 0.935 | 9137 | 92 | 0.586 | 0.129 | 7/1/2019 |
| 718698558 | Existing Customer | 43 | M | 3 | College | Single | $80K - $120K | Blue | 34 | 2 | 2 | 2 | 5390.0 | 1324 | 4066.0 | 0.611 | 7739 | 106 | 0.472 | 0.246 | 11/20/2021 |
| 770190258 | Existing Customer | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 1 | 1 | 7037.0 | 0 | 7037.0 | 0.752 | 7678 | 93 | 0.691 | 0.000 | 12/14/2020 |
| 709008708 | Existing Customer | 47 | M | 3 | College | Married | Less than $40K | Blue | 34 | 2 | 1 | 2 | 8390.0 | 0 | 8390.0 | 0.800 | 8316 | 92 | 0.704 | 0.000 | 10/14/2022 |
| 823922208 | Existing Customer | 49 | M | 3 | Unknown | Single | $60K - $80K | Blue | 45 | 1 | 1 | 1 | 2122.0 | 1101 | 1021.0 | 0.711 | 7404 | 103 | 0.515 | 0.519 | 9/7/2019 |
| 718457058 | Existing Customer | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 35 | 1 | 1 | 1 | 3442.0 | 2517 | 925.0 | 0.620 | 7801 | 74 | 0.644 | 0.731 | 12/1/2021 |
| 708472008 | Existing Customer | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 6680.0 | 1839 | 4841.0 | 0.617 | 7632 | 95 | 0.532 | 0.275 | 5/9/2022 |
| 710395233 | Existing Customer | 42 | F | 2 | Graduate | Single | Unknown | Silver | 36 | 2 | 2 | 3 | 34516.0 | 1066 | 33450.0 | 0.846 | 8657 | 98 | 0.750 | 0.031 | 5/17/2022 |
| 716732958 | Existing Customer | 44 | F | 2 | High School | Married | $40K - $60K | Blue | 32 | 2 | 2 | 3 | 7244.0 | 2031 | 5213.0 | 0.724 | 7925 | 90 | 0.500 | 0.280 | 2/1/2021 |
| 780108408 | Existing Customer | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 1 | 3 | 1 | 34516.0 | 1369 | 33147.0 | 0.764 | 7745 | 82 | 0.640 | 0.040 | 10/12/2021 |
| 720962208 | Attrited Customer | 42 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 27 | 2 | 2 | 2 | 2476.0 | 2250 | 226.0 | 0.969 | 4659 | 48 | 0.600 | 0.909 | 7/10/2021 |
| 714019083 | Existing Customer | 40 | F | 1 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 1 | 3 | 2019.0 | 803 | 1216.0 | 0.882 | 8426 | 102 | 0.478 | 0.398 | 8/13/2022 |
| 721225083 | Existing Customer | 54 | F | 2 | Unknown | Divorced | Less than $40K | Blue | 36 | 1 | 2 | 1 | 8758.0 | 1511 | 7247.0 | 0.674 | 7680 | 89 | 0.508 | 0.173 | 6/20/2019 |
| 819109308 | Existing Customer | 62 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 56 | 1 | 3 | 3 | 6103.0 | 2517 | 3586.0 | 0.740 | 8080 | 92 | 0.704 | 0.412 | 11/17/2019 |
| 721029858 | Existing Customer | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 2166.0 | 1458 | 708.0 | 0.712 | 8215 | 109 | 0.535 | 0.673 | 1/3/2019 |
| 716762733 | Existing Customer | 50 | F | 2 | Doctorate | Single | Less than $40K | Blue | 40 | 2 | 1 | 1 | 3449.0 | 1634 | 1815.0 | 0.776 | 8300 | 94 | 0.469 | 0.474 | 5/12/2020 |
| 710260983 | Existing Customer | 51 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2984.0 | 2512 | 472.0 | 0.861 | 8296 | 91 | 0.685 | 0.842 | 1/12/2021 |
| 793608258 | Attrited Customer | 54 | F | 3 | Graduate | Single | Less than $40K | Silver | 48 | 1 | 5 | 2 | 13432.0 | 0 | 13432.0 | 0.918 | 4909 | 50 | 0.316 | 0.000 | 6/16/2019 |
| 719677758 | Existing Customer | 39 | F | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 10830.0 | 2184 | 8646.0 | 0.907 | 8814 | 88 | 0.725 | 0.202 | 7/26/2021 |
| 771411408 | Attrited Customer | 50 | M | 1 | Post-Graduate | Unknown | $80K - $120K | Blue | 38 | 2 | 3 | 4 | 2673.0 | 0 | 2673.0 | 1.043 | 4929 | 54 | 0.459 | 0.000 | 3/31/2022 |
| 794191008 | Existing Customer | 46 | M | 2 | College | Married | $120K + | Blue | 40 | 1 | 2 | 2 | 34516.0 | 1649 | 32867.0 | 0.741 | 7552 | 87 | 0.611 | 0.048 | 6/7/2021 |
| 708905733 | Existing Customer | 45 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 20633.0 | 1989 | 18644.0 | 0.670 | 7570 | 91 | 0.655 | 0.096 | 1/19/2020 |
| 788327358 | Existing Customer | 61 | M | 1 | Graduate | Single | Unknown | Blue | 54 | 1 | 1 | 3 | 9070.0 | 2097 | 6973.0 | 0.801 | 8440 | 102 | 0.700 | 0.231 | 6/7/2019 |
| 751974258 | Existing Customer | 51 | M | 3 | Unknown | Unknown | $120K + | Blue | 44 | 2 | 2 | 3 | 11954.0 | 0 | 11954.0 | 0.779 | 7345 | 93 | 0.550 | 0.000 | 8/28/2020 |
| 805516608 | Existing Customer | 50 | M | 1 | Graduate | Married | $80K - $120K | Silver | 45 | 2 | 1 | 3 | 34516.0 | 925 | 33591.0 | 0.771 | 7755 | 84 | 0.680 | 0.027 | 11/1/2020 |
| 720006333 | Attrited Customer | 48 | M | 2 | College | Divorced | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 4479.0 | 0 | 4479.0 | 0.890 | 4520 | 63 | 0.370 | 0.000 | 9/11/2020 |
| 780114558 | Existing Customer | 50 | M | 1 | High School | Married | Less than $40K | Blue | 35 | 2 | 1 | 3 | 3968.0 | 2264 | 1704.0 | 1.098 | 12535 | 118 | 0.815 | 0.571 | 12/12/2020 |
| 713090658 | Existing Customer | 58 | F | 2 | Uneducated | Single | Unknown | Blue | 44 | 1 | 2 | 2 | 2599.0 | 1407 | 1192.0 | 0.727 | 8061 | 98 | 0.531 | 0.541 | 5/31/2022 |
| 718889508 | Existing Customer | 46 | M | 2 | College | Divorced | $60K - $80K | Blue | 37 | 1 | 3 | 1 | 10074.0 | 1223 | 8851.0 | 0.955 | 8256 | 99 | 0.623 | 0.121 | 7/16/2021 |
| 824799108 | Existing Customer | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 42 | 2 | 2 | 1 | 10901.0 | 1874 | 9027.0 | 0.608 | 7498 | 90 | 0.500 | 0.172 | 2/22/2019 |
| 788618208 | Existing Customer | 42 | F | 5 | Unknown | Single | Less than $40K | Blue | 30 | 2 | 3 | 3 | 8325.0 | 0 | 8325.0 | 0.823 | 8198 | 90 | 0.915 | 0.000 | 3/2/2020 |
| 713133258 | Existing Customer | 38 | M | 3 | Unknown | Single | $80K - $120K | Silver | 36 | 2 | 2 | 3 | 34516.0 | 2008 | 32508.0 | 0.858 | 8872 | 86 | 0.593 | 0.058 | 9/5/2022 |
| 717370533 | Existing Customer | 40 | M | 3 | Post-Graduate | Single | $120K + | Blue | 26 | 1 | 2 | 1 | 34516.0 | 2088 | 32428.0 | 0.627 | 6453 | 89 | 0.589 | 0.060 | 5/1/2021 |
| 720425508 | Existing Customer | 43 | M | 5 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 7196.0 | 696 | 6500.0 | 0.839 | 8689 | 93 | 0.898 | 0.097 | 5/7/2022 |
| 712948383 | Existing Customer | 48 | M | 4 | Graduate | Married | $60K - $80K | Gold | 36 | 1 | 6 | 1 | 34516.0 | 0 | 34516.0 | 0.720 | 7396 | 100 | 0.562 | 0.000 | 5/18/2022 |
| 712839633 | Existing Customer | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 22 | 2 | 1 | 3 | 34516.0 | 1595 | 32921.0 | 0.824 | 8871 | 97 | 0.764 | 0.046 | 4/2/2021 |
| 820330008 | Existing Customer | 46 | M | 5 | High School | Married | $120K + | Blue | 42 | 1 | 1 | 3 | 32926.0 | 1540 | 31386.0 | 0.862 | 8231 | 98 | 0.556 | 0.047 | 8/13/2022 |
| 826150608 | Existing Customer | 44 | M | 4 | Uneducated | Unknown | $40K - $60K | Silver | 40 | 1 | 1 | 2 | 18072.0 | 1378 | 16694.0 | 0.730 | 8199 | 98 | 0.750 | 0.076 | 7/16/2020 |
| 779187783 | Existing Customer | 50 | M | 2 | Unknown | Single | $80K - $120K | Blue | 38 | 2 | 3 | 1 | 24533.0 | 1813 | 22720.0 | 0.745 | 8436 | 77 | 0.878 | 0.074 | 11/29/2019 |
| 720809358 | Existing Customer | 39 | M | 1 | College | Unknown | $40K - $60K | Blue | 32 | 1 | 1 | 3 | 4874.0 | 2317 | 2557.0 | 0.854 | 7776 | 98 | 0.782 | 0.475 | 7/3/2020 |
| 714054408 | Existing Customer | 50 | M | 3 | College | Unknown | $60K - $80K | Blue | 42 | 1 | 2 | 3 | 12889.0 | 1822 | 11067.0 | 0.880 | 8272 | 79 | 0.837 | 0.141 | 5/1/2020 |
| 789827208 | Existing Customer | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 3 | 1 | 7531.0 | 1692 | 5839.0 | 0.771 | 7768 | 92 | 0.878 | 0.225 | 12/16/2022 |
| 718308558 | Existing Customer | 49 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 37 | 2 | 6 | 1 | 1838.0 | 1155 | 683.0 | 0.742 | 7688 | 93 | 0.409 | 0.628 | 8/23/2019 |
| 801064833 | Existing Customer | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 1 | 2 | 30117.0 | 2129 | 27988.0 | 0.769 | 7930 | 91 | 0.542 | 0.071 | 8/18/2021 |
| 719838558 | Existing Customer | 46 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 1 | 1 | 1 | 5131.0 | 1484 | 3647.0 | 0.750 | 7432 | 92 | 0.559 | 0.289 | 12/27/2020 |
| 714510483 | Existing Customer | 44 | M | 3 | Graduate | Single | $80K - $120K | Gold | 36 | 2 | 3 | 3 | 34516.0 | 2517 | 31999.0 | 0.703 | 7640 | 87 | 0.582 | 0.073 | 6/16/2019 |
| 718246458 | Existing Customer | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 45 | 2 | 1 | 2 | 24262.0 | 1984 | 22278.0 | 0.805 | 8241 | 105 | 0.750 | 0.082 | 11/27/2019 |
| 710822808 | Existing Customer | 51 | M | 0 | College | Single | $80K - $120K | Blue | 33 | 1 | 3 | 1 | 34516.0 | 1228 | 33288.0 | 0.747 | 7854 | 89 | 0.648 | 0.036 | 4/29/2019 |
| 791730183 | Attrited Customer | 38 | F | 2 | College | Unknown | Less than $40K | Blue | 32 | 2 | 2 | 6 | 7385.0 | 1817 | 5568.0 | 1.029 | 5070 | 50 | 0.389 | 0.246 | 12/17/2019 |
| 709722858 | Existing Customer | 50 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 2 | 2 | 20708.0 | 1357 | 19351.0 | 0.852 | 8503 | 88 | 0.571 | 0.066 | 5/18/2019 |
| 712582983 | Attrited Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Silver | 36 | 4 | 3 | 1 | 14057.0 | 1381 | 12676.0 | 1.039 | 4729 | 54 | 0.742 | 0.098 | 6/28/2019 |
| 714999483 | Existing Customer | 38 | M | 4 | Uneducated | Unknown | $80K - $120K | Silver | 36 | 2 | 1 | 2 | 34516.0 | 1132 | 33384.0 | 0.840 | 9389 | 106 | 0.797 | 0.033 | 3/5/2021 |
| 711388458 | Existing Customer | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 2 | 5 | 1 | 17072.0 | 1519 | 15553.0 | 0.831 | 8591 | 99 | 0.707 | 0.089 | 8/30/2020 |
| 796174983 | Existing Customer | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 46 | 2 | 3 | 3 | 25737.0 | 1168 | 24569.0 | 0.718 | 7722 | 94 | 0.469 | 0.045 | 9/1/2022 |
| 712918083 | Existing Customer | 44 | F | 1 | Unknown | Single | Less than $40K | Blue | 33 | 1 | 3 | 1 | 2211.0 | 768 | 1443.0 | 0.745 | 7527 | 88 | 0.660 | 0.347 | 10/17/2021 |
| 715459158 | Existing Customer | 35 | F | 4 | High School | Unknown | Unknown | Blue | 26 | 2 | 1 | 2 | 16950.0 | 0 | 16950.0 | 0.625 | 7821 | 97 | 0.672 | 0.000 | 11/9/2021 |
| 712687083 | Existing Customer | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 24 | 1 | 1 | 3 | 15043.0 | 0 | 15043.0 | 0.649 | 7234 | 83 | 0.694 | 0.000 | 4/7/2021 |
| 713003358 | Attrited Customer | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 2 | 2 | 2 | 29338.0 | 159 | 29179.0 | 1.017 | 4983 | 40 | 0.379 | 0.005 | 3/23/2021 |
| 812443458 | Existing Customer | 57 | M | 4 | Graduate | Single | $120K + | Blue | 52 | 2 | 3 | 2 | 25808.0 | 0 | 25808.0 | 0.712 | 7794 | 94 | 0.843 | 0.000 | 6/13/2022 |
| 712984983 | Existing Customer | 43 | F | 2 | Unknown | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 2248.0 | 1853 | 395.0 | 0.666 | 7739 | 101 | 0.906 | 0.824 | 6/23/2019 |
| 708826158 | Existing Customer | 45 | F | 4 | Uneducated | Divorced | $40K - $60K | Blue | 27 | 2 | 2 | 1 | 3670.0 | 1684 | 1986.0 | 0.675 | 8608 | 100 | 0.515 | 0.459 | 7/13/2019 |
| 788725608 | Existing Customer | 44 | F | 3 | Graduate | Single | Less than $40K | Blue | 17 | 1 | 2 | 3 | 8861.0 | 1149 | 7712.0 | 0.718 | 8387 | 102 | 0.759 | 0.130 | 7/3/2020 |
| 717559533 | Existing Customer | 47 | M | 3 | Graduate | Married | $120K + | Silver | 42 | 1 | 3 | 1 | 34516.0 | 1161 | 33355.0 | 0.740 | 8212 | 100 | 0.695 | 0.034 | 4/21/2020 |
| 720443358 | Existing Customer | 50 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 1 | 3 | 1 | 8014.0 | 1250 | 6764.0 | 0.667 | 6950 | 84 | 0.585 | 0.156 | 6/26/2022 |
| 806694333 | Existing Customer | 44 | F | 4 | Unknown | Married | Less than $40K | Blue | 39 | 1 | 1 | 1 | 2771.0 | 1779 | 992.0 | 0.841 | 8268 | 73 | 0.698 | 0.642 | 5/22/2021 |
| 709770408 | Existing Customer | 51 | M | 2 | Graduate | Married | $120K + | Silver | 36 | 1 | 1 | 2 | 34516.0 | 1702 | 32814.0 | 0.705 | 8652 | 98 | 0.849 | 0.049 | 5/30/2022 |
| 718259433 | Attrited Customer | 45 | F | 3 | High School | Married | Unknown | Blue | 40 | 1 | 4 | 2 | 8383.0 | 0 | 8383.0 | 1.036 | 5460 | 63 | 0.853 | 0.000 | 11/26/2022 |
| 770705208 | Existing Customer | 44 | F | 2 | Unknown | Single | Less than $40K | Gold | 30 | 1 | 3 | 3 | 15365.0 | 630 | 14735.0 | 0.807 | 7890 | 91 | 0.685 | 0.041 | 5/31/2022 |
| 720655833 | Attrited Customer | 48 | F | 4 | High School | Married | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2913.0 | 0 | 2913.0 | 1.058 | 4955 | 56 | 0.806 | 0.000 | 11/17/2020 |
| 797898858 | Existing Customer | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 34 | 1 | 2 | 1 | 4748.0 | 2085 | 2663.0 | 0.615 | 7288 | 88 | 0.600 | 0.439 | 4/25/2021 |
| 779548008 | Existing Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Silver | 35 | 1 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.742 | 7745 | 83 | 0.729 | 0.000 | 11/22/2019 |
| 718388733 | Existing Customer | 38 | F | 1 | College | Unknown | Less than $40K | Blue | 32 | 2 | 3 | 3 | 2609.0 | 1259 | 1350.0 | 0.871 | 8677 | 96 | 0.627 | 0.483 | 11/14/2020 |
| 711742758 | Attrited Customer | 43 | F | 5 | College | Single | $40K - $60K | Blue | 32 | 2 | 3 | 1 | 11508.0 | 0 | 11508.0 | 1.005 | 5242 | 74 | 0.574 | 0.000 | 3/24/2020 |
| 757863258 | Existing Customer | 45 | F | 4 | Graduate | Unknown | Less than $40K | Blue | 38 | 2 | 2 | 1 | 2396.0 | 887 | 1509.0 | 0.604 | 7480 | 84 | 0.787 | 0.370 | 11/25/2021 |
| 711947358 | Existing Customer | 49 | M | 4 | Uneducated | Married | $120K + | Blue | 38 | 2 | 3 | 1 | 18991.0 | 1208 | 17783.0 | 0.727 | 7716 | 83 | 0.804 | 0.064 | 3/13/2019 |
| 712157958 | Attrited Customer | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 10908.0 | 0 | 10908.0 | 0.983 | 4883 | 42 | 0.500 | 0.000 | 11/6/2020 |
| 814760358 | Existing Customer | 53 | M | 3 | Graduate | Unknown | $40K - $60K | Blue | 48 | 2 | 2 | 2 | 14627.0 | 1997 | 12630.0 | 0.718 | 7766 | 82 | 0.745 | 0.137 | 8/13/2021 |
| 710192283 | Existing Customer | 46 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 2219.0 | 1180 | 1039.0 | 0.768 | 8686 | 91 | 0.625 | 0.532 | 7/17/2019 |
| 718977483 | Existing Customer | 56 | M | 4 | Graduate | Single | $80K - $120K | Blue | 46 | 2 | 3 | 1 | 25736.0 | 1388 | 24348.0 | 0.743 | 7209 | 91 | 0.596 | 0.054 | 12/10/2022 |
| 712129158 | Existing Customer | 63 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 7997.0 | 1096 | 6901.0 | 0.716 | 7747 | 104 | 0.651 | 0.137 | 5/12/2020 |
| 714880533 | Existing Customer | 40 | M | 5 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 2849.0 | 1741 | 1108.0 | 0.791 | 8669 | 99 | 0.768 | 0.611 | 6/4/2021 |
| 808287408 | Existing Customer | 45 | M | 5 | Graduate | Married | $80K - $120K | Blue | 40 | 1 | 2 | 0 | 29227.0 | 1151 | 28076.0 | 0.730 | 8420 | 100 | 0.852 | 0.039 | 7/11/2019 |
| 709619433 | Existing Customer | 52 | M | 2 | Doctorate | Married | $120K + | Blue | 44 | 1 | 2 | 2 | 34516.0 | 1382 | 33134.0 | 0.856 | 8604 | 108 | 0.714 | 0.040 | 10/17/2020 |
| 708881583 | Existing Customer | 50 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 43 | 1 | 3 | 1 | 12458.0 | 1332 | 11126.0 | 0.680 | 8752 | 95 | 0.863 | 0.107 | 9/5/2019 |
| 711332883 | Attrited Customer | 62 | M | 1 | High School | Single | $60K - $80K | Blue | 46 | 2 | 3 | 3 | 7547.0 | 2477 | 5070.0 | 1.021 | 5294 | 73 | 0.698 | 0.328 | 2/8/2020 |
| 717696333 | Attrited Customer | 44 | M | 4 | Unknown | Married | $120K + | Blue | 36 | 4 | 3 | 3 | 34516.0 | 0 | 34516.0 | 1.043 | 5425 | 60 | 0.875 | 0.000 | 6/22/2021 |
| 820587258 | Existing Customer | 45 | F | 4 | Graduate | Married | Less than $40K | Silver | 40 | 2 | 5 | 2 | 10677.0 | 0 | 10677.0 | 0.905 | 8637 | 94 | 0.808 | 0.000 | 10/24/2019 |
| 768733533 | Existing Customer | 53 | M | 5 | Uneducated | Unknown | $80K - $120K | Blue | 47 | 2 | 3 | 2 | 2340.0 | 1612 | 728.0 | 0.696 | 8851 | 88 | 0.833 | 0.689 | 12/25/2021 |
| 779779083 | Existing Customer | 38 | F | 3 | High School | Single | $40K - $60K | Gold | 26 | 2 | 2 | 1 | 23981.0 | 0 | 23981.0 | 0.741 | 7872 | 103 | 0.635 | 0.000 | 5/29/2022 |
| 720735408 | Existing Customer | 44 | F | 4 | Doctorate | Married | $40K - $60K | Blue | 30 | 1 | 3 | 1 | 6329.0 | 1643 | 4686.0 | 0.706 | 8514 | 109 | 0.730 | 0.260 | 11/16/2021 |
| 819160158 | Existing Customer | 42 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 37 | 2 | 3 | 3 | 4960.0 | 1724 | 3236.0 | 0.879 | 8218 | 88 | 0.913 | 0.348 | 5/17/2022 |
| 804601833 | Existing Customer | 44 | M | 2 | High School | Unknown | $60K - $80K | Silver | 39 | 1 | 2 | 3 | 34516.0 | 1601 | 32915.0 | 0.686 | 7491 | 86 | 0.720 | 0.046 | 4/4/2021 |
| 714823308 | Existing Customer | 55 | F | 3 | College | Single | Less than $40K | Gold | 35 | 2 | 3 | 3 | 15987.0 | 1973 | 14014.0 | 0.705 | 7345 | 98 | 0.463 | 0.123 | 6/9/2021 |
| 711577458 | Existing Customer | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3244.0 | 1855 | 1389.0 | 0.700 | 8087 | 95 | 0.792 | 0.572 | 4/20/2022 |
| 787539333 | Existing Customer | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 3 | 7298.0 | 2517 | 4781.0 | 0.838 | 7973 | 88 | 0.692 | 0.345 | 11/5/2022 |
| 716806383 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 40 | 1 | 1 | 3 | 28307.0 | 1506 | 26801.0 | 0.818 | 9042 | 122 | 0.605 | 0.053 | 2/14/2021 |
| 812230308 | Existing Customer | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 2 | 3 | 3 | 2430.0 | 1657 | 773.0 | 0.659 | 8444 | 100 | 0.449 | 0.682 | 3/6/2020 |
| 778420383 | Existing Customer | 49 | M | 1 | Graduate | Married | $120K + | Blue | 29 | 2 | 3 | 2 | 7650.0 | 2045 | 5605.0 | 0.891 | 8609 | 109 | 0.758 | 0.267 | 1/26/2021 |
| 774012933 | Existing Customer | 47 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 1 | 2 | 1 | 6443.0 | 2073 | 4370.0 | 0.800 | 9277 | 92 | 0.769 | 0.322 | 2/15/2019 |
| 718756533 | Existing Customer | 47 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 41 | 1 | 2 | 1 | 13356.0 | 1497 | 11859.0 | 0.753 | 8963 | 105 | 0.694 | 0.112 | 2/25/2019 |
| 812224983 | Existing Customer | 56 | M | 2 | Graduate | Single | $120K + | Blue | 51 | 1 | 1 | 2 | 4675.0 | 1340 | 3335.0 | 0.680 | 8037 | 100 | 0.852 | 0.287 | 12/14/2020 |
| 714284358 | Existing Customer | 61 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 52 | 2 | 1 | 1 | 2177.0 | 1329 | 848.0 | 0.647 | 7037 | 82 | 0.745 | 0.610 | 9/7/2022 |
| 709530408 | Existing Customer | 45 | M | 4 | Doctorate | Single | $120K + | Gold | 36 | 1 | 3 | 1 | 34516.0 | 1411 | 33105.0 | 0.701 | 8007 | 96 | 0.778 | 0.041 | 6/17/2020 |
| 750690258 | Existing Customer | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 2 | 3 | 3 | 2821.0 | 1995 | 826.0 | 0.620 | 8220 | 103 | 0.635 | 0.707 | 10/3/2021 |
| 716283108 | Existing Customer | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 6769.0 | 1133 | 5636.0 | 0.743 | 7986 | 88 | 0.600 | 0.167 | 12/8/2021 |
| 718353633 | Attrited Customer | 50 | M | 1 | Post-Graduate | Unknown | $80K - $120K | Gold | 36 | 2 | 3 | 2 | 34516.0 | 0 | 34516.0 | 1.032 | 5547 | 75 | 0.744 | 0.000 | 10/27/2020 |
| 718528833 | Existing Customer | 51 | M | 1 | High School | Married | $120K + | Blue | 43 | 2 | 3 | 2 | 30172.0 | 1825 | 28347.0 | 0.800 | 8879 | 101 | 0.578 | 0.060 | 9/7/2020 |
| 718006608 | Existing Customer | 44 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 7742.0 | 1163 | 6579.0 | 0.729 | 9081 | 100 | 0.852 | 0.150 | 1/20/2020 |
| 710569233 | Existing Customer | 46 | M | 3 | Unknown | Single | $80K - $120K | Blue | 35 | 2 | 1 | 1 | 11814.0 | 1440 | 10374.0 | 0.798 | 9185 | 100 | 0.695 | 0.122 | 4/2/2020 |
| 718694658 | Existing Customer | 41 | M | 4 | Unknown | Married | $80K - $120K | Blue | 32 | 2 | 1 | 3 | 28687.0 | 1607 | 27080.0 | 0.748 | 7523 | 90 | 0.636 | 0.056 | 12/17/2020 |
| 779293308 | Existing Customer | 51 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 1 | 3 | 3 | 25653.0 | 2059 | 23594.0 | 0.702 | 8305 | 103 | 0.746 | 0.080 | 11/11/2022 |
| 718276758 | Existing Customer | 52 | F | 1 | Graduate | Single | $40K - $60K | Blue | 40 | 2 | 1 | 2 | 4705.0 | 890 | 3815.0 | 0.723 | 8226 | 97 | 0.644 | 0.189 | 12/30/2020 |
| 712654233 | Existing Customer | 39 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 1 | 3 | 1 | 19150.0 | 1093 | 18057.0 | 0.716 | 8327 | 85 | 0.545 | 0.057 | 2/5/2022 |
| 719296383 | Existing Customer | 38 | M | 2 | High School | Single | $60K - $80K | Gold | 18 | 1 | 2 | 3 | 34516.0 | 1494 | 33022.0 | 0.588 | 7885 | 85 | 0.635 | 0.043 | 12/13/2022 |
| 808279158 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 1 | 3 | 1 | 11765.0 | 1429 | 10336.0 | 0.817 | 8914 | 99 | 0.768 | 0.121 | 10/5/2019 |
| 780497958 | Existing Customer | 41 | M | 3 | High School | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 16627.0 | 2118 | 14509.0 | 0.589 | 7996 | 99 | 0.597 | 0.127 | 7/8/2021 |
| 715519983 | Existing Customer | 43 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 1 | 1 | 3 | 13553.0 | 1448 | 12105.0 | 0.925 | 8751 | 94 | 0.808 | 0.107 | 11/25/2019 |
| 708568983 | Existing Customer | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 2 | 3 | 1 | 11476.0 | 2365 | 9111.0 | 0.650 | 8110 | 113 | 0.766 | 0.206 | 3/26/2020 |
| 823648983 | Existing Customer | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 54 | 1 | 3 | 1 | 5182.0 | 1459 | 3723.0 | 0.720 | 7960 | 112 | 0.697 | 0.282 | 4/11/2020 |
| 789412458 | Attrited Customer | 44 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 23026.0 | 2517 | 20509.0 | 1.032 | 4909 | 52 | 0.625 | 0.109 | 6/7/2019 |
| 716837508 | Existing Customer | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 2 | 1 | 18477.0 | 0 | 18477.0 | 0.771 | 8695 | 95 | 0.583 | 0.000 | 2/26/2021 |
| 711249858 | Attrited Customer | 49 | M | 4 | Unknown | Married | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 29890.0 | 0 | 29890.0 | 0.640 | 3315 | 47 | 0.382 | 0.000 | 6/6/2019 |
| 712009083 | Existing Customer | 48 | M | 3 | Unknown | Unknown | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 8290.0 | 1030 | 7260.0 | 0.870 | 8980 | 93 | 0.755 | 0.124 | 1/15/2022 |
| 720522633 | Existing Customer | 44 | M | 3 | College | Married | $40K - $60K | Silver | 36 | 2 | 1 | 2 | 16199.0 | 1533 | 14666.0 | 0.855 | 8150 | 106 | 0.631 | 0.095 | 5/13/2022 |
| 713071383 | Existing Customer | 54 | F | 1 | Unknown | Single | Unknown | Blue | 36 | 1 | 3 | 3 | 3723.0 | 1728 | 1995.0 | 0.595 | 8554 | 99 | 0.678 | 0.464 | 7/13/2021 |
| 712938258 | Existing Customer | 45 | M | 2 | Graduate | Single | Less than $40K | Silver | 32 | 2 | 1 | 3 | 12695.0 | 1613 | 11082.0 | 0.852 | 8328 | 94 | 0.843 | 0.127 | 6/13/2022 |
| 719071158 | Attrited Customer | 54 | F | 0 | Graduate | Single | Unknown | Platinum | 38 | 2 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.695 | 3901 | 54 | 0.421 | 0.000 | 3/26/2021 |
| 709046958 | Existing Customer | 46 | M | 2 | Unknown | Married | $60K - $80K | Silver | 39 | 2 | 1 | 1 | 30379.0 | 2175 | 28204.0 | 0.670 | 9059 | 100 | 0.562 | 0.072 | 10/24/2020 |
| 708748833 | Existing Customer | 37 | F | 3 | Graduate | Single | $40K - $60K | Blue | 25 | 2 | 2 | 3 | 9875.0 | 1239 | 8636.0 | 0.939 | 8920 | 105 | 0.694 | 0.125 | 11/14/2019 |
| 711364233 | Existing Customer | 41 | M | 4 | Unknown | Married | $60K - $80K | Platinum | 26 | 1 | 1 | 2 | 34516.0 | 1559 | 32957.0 | 0.759 | 8888 | 104 | 0.763 | 0.045 | 3/2/2019 |
| 712645908 | Existing Customer | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 37 | 1 | 3 | 3 | 2600.0 | 2047 | 553.0 | 0.749 | 8804 | 111 | 0.682 | 0.787 | 2/3/2021 |
| 708428958 | Existing Customer | 39 | M | 2 | Unknown | Single | $80K - $120K | Gold | 33 | 1 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.724 | 9179 | 113 | 0.766 | 0.000 | 6/30/2021 |
| 719714658 | Attrited Customer | 61 | M | 0 | Post-Graduate | Single | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 12218.0 | 0 | 12218.0 | 1.005 | 5272 | 62 | 0.590 | 0.000 | 7/5/2020 |
| 720874983 | Existing Customer | 51 | M | 3 | Uneducated | Married | $80K - $120K | Silver | 37 | 1 | 2 | 1 | 34516.0 | 0 | 34516.0 | 0.814 | 8736 | 97 | 0.702 | 0.000 | 4/27/2019 |
| 719180958 | Existing Customer | 48 | F | 2 | Uneducated | Divorced | $40K - $60K | Silver | 39 | 2 | 2 | 2 | 21754.0 | 0 | 21754.0 | 0.830 | 9105 | 104 | 0.763 | 0.000 | 6/13/2021 |
| 710360583 | Existing Customer | 46 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 1 | 1 | 0 | 8396.0 | 604 | 7792.0 | 0.827 | 8329 | 101 | 0.656 | 0.072 | 12/6/2019 |
| 823848183 | Existing Customer | 39 | F | 1 | Unknown | Single | Less than $40K | Platinum | 35 | 1 | 2 | 3 | 15987.0 | 1494 | 14493.0 | 0.731 | 8438 | 92 | 0.840 | 0.093 | 11/20/2020 |
| 783121008 | Existing Customer | 55 | F | 0 | Graduate | Single | Less than $40K | Silver | 49 | 1 | 2 | 3 | 12094.0 | 1870 | 10224.0 | 0.845 | 8285 | 106 | 0.738 | 0.155 | 1/22/2019 |
| 789529158 | Existing Customer | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 2946.0 | 743 | 2203.0 | 0.827 | 8553 | 88 | 0.872 | 0.252 | 12/27/2020 |
| 708500883 | Existing Customer | 48 | M | 2 | Uneducated | Single | $40K - $60K | Silver | 40 | 2 | 3 | 2 | 17812.0 | 0 | 17812.0 | 0.750 | 8379 | 106 | 0.606 | 0.000 | 9/26/2020 |
| 811965558 | Existing Customer | 46 | F | 4 | College | Single | $40K - $60K | Blue | 41 | 2 | 3 | 3 | 13743.0 | 0 | 13743.0 | 0.947 | 9406 | 106 | 0.767 | 0.000 | 7/31/2021 |
| 714383583 | Existing Customer | 39 | F | 2 | Unknown | Single | $40K - $60K | Gold | 36 | 5 | 3 | 3 | 23981.0 | 1696 | 22285.0 | 0.837 | 8646 | 97 | 0.902 | 0.071 | 6/9/2021 |
| 809425533 | Existing Customer | 45 | F | 2 | Uneducated | Divorced | $40K - $60K | Silver | 40 | 5 | 2 | 2 | 15785.0 | 1174 | 14611.0 | 0.732 | 8097 | 105 | 0.842 | 0.074 | 11/12/2019 |
| 716858433 | Attrited Customer | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 4 | 3 | 1 | 3015.0 | 0 | 3015.0 | 1.058 | 5372 | 75 | 0.596 | 0.000 | 1/10/2021 |
| 812534958 | Existing Customer | 40 | F | 3 | High School | Married | $40K - $60K | Silver | 34 | 2 | 2 | 2 | 19000.0 | 1568 | 17432.0 | 0.688 | 8443 | 97 | 0.865 | 0.083 | 10/21/2022 |
| 714052158 | Attrited Customer | 49 | M | 2 | High School | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 11714.0 | 949 | 10765.0 | 1.036 | 5366 | 68 | 0.659 | 0.081 | 12/14/2019 |
| 780200208 | Existing Customer | 39 | F | 2 | Unknown | Single | $40K - $60K | Blue | 29 | 2 | 2 | 2 | 11135.0 | 1563 | 9572.0 | 0.746 | 8777 | 112 | 0.778 | 0.140 | 11/10/2021 |
| 711458583 | Existing Customer | 47 | M | 2 | College | Married | $60K - $80K | Silver | 35 | 2 | 1 | 1 | 34516.0 | 1349 | 33167.0 | 0.674 | 8582 | 106 | 0.767 | 0.039 | 10/29/2021 |
| 826451433 | Existing Customer | 42 | M | 4 | Graduate | Single | $80K - $120K | Silver | 38 | 2 | 1 | 3 | 34516.0 | 2273 | 32243.0 | 0.860 | 8502 | 103 | 0.717 | 0.066 | 9/4/2019 |
| 719740983 | Existing Customer | 44 | F | 1 | Unknown | Divorced | Less than $40K | Silver | 34 | 1 | 1 | 3 | 13259.0 | 866 | 12393.0 | 0.810 | 8998 | 102 | 0.672 | 0.065 | 8/9/2019 |
| 709019283 | Existing Customer | 47 | M | 1 | College | Married | $80K - $120K | Blue | 39 | 2 | 3 | 1 | 5660.0 | 2210 | 3450.0 | 0.583 | 7867 | 100 | 0.695 | 0.390 | 10/3/2022 |
| 710213508 | Existing Customer | 63 | M | 1 | High School | Single | $60K - $80K | Blue | 54 | 2 | 3 | 3 | 23355.0 | 1061 | 22294.0 | 0.864 | 8634 | 95 | 0.900 | 0.045 | 5/8/2021 |
| 710814633 | Existing Customer | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 31 | 1 | 5 | 3 | 20734.0 | 2517 | 18217.0 | 0.888 | 8888 | 103 | 0.717 | 0.121 | 9/6/2022 |
| 775267158 | Existing Customer | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 2 | 1 | 3 | 2476.0 | 1396 | 1080.0 | 0.838 | 8785 | 111 | 0.609 | 0.564 | 6/18/2021 |
| 712268808 | Existing Customer | 55 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 3 | 34516.0 | 2443 | 32073.0 | 0.827 | 8765 | 105 | 0.721 | 0.071 | 8/25/2021 |
| 720178158 | Attrited Customer | 46 | F | 4 | High School | Unknown | Less than $40K | Blue | 37 | 5 | 3 | 3 | 7552.0 | 0 | 7552.0 | 1.047 | 5537 | 63 | 0.853 | 0.000 | 4/5/2020 |
| 779805408 | Existing Customer | 42 | M | 3 | Unknown | Married | Less than $40K | Silver | 31 | 1 | 1 | 1 | 14630.0 | 0 | 14630.0 | 0.752 | 8217 | 99 | 0.650 | 0.000 | 3/14/2021 |
| 710958933 | Attrited Customer | 43 | M | 3 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 6080.0 | 787 | 5293.0 | 0.975 | 4866 | 56 | 0.647 | 0.129 | 6/27/2021 |
| 720698883 | Attrited Customer | 51 | M | 1 | High School | Single | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 28605.0 | 0 | 28605.0 | 1.054 | 5524 | 67 | 0.718 | 0.000 | 7/18/2021 |
| 780384483 | Attrited Customer | 49 | M | 4 | Unknown | Unknown | $80K - $120K | Blue | 39 | 2 | 2 | 2 | 2886.0 | 925 | 1961.0 | 0.946 | 5481 | 58 | 0.758 | 0.321 | 4/20/2020 |
| 714190983 | Attrited Customer | 51 | F | 2 | Graduate | Single | Unknown | Platinum | 32 | 2 | 3 | 3 | 34516.0 | 531 | 33985.0 | 0.980 | 5418 | 65 | 0.711 | 0.015 | 11/21/2020 |
| 713808633 | Existing Customer | 31 | F | 0 | Uneducated | Divorced | Less than $40K | Silver | 23 | 2 | 2 | 1 | 10850.0 | 1873 | 8977.0 | 0.995 | 13794 | 127 | 0.789 | 0.173 | 1/3/2022 |
| 710295858 | Existing Customer | 43 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 32 | 2 | 1 | 2 | 24244.0 | 1649 | 22595.0 | 0.776 | 8074 | 84 | 0.647 | 0.068 | 9/2/2022 |
| 713209308 | Existing Customer | 59 | M | 0 | Graduate | Single | $60K - $80K | Blue | 46 | 2 | 3 | 2 | 17218.0 | 1829 | 15389.0 | 0.638 | 7971 | 97 | 0.830 | 0.106 | 10/6/2019 |
| 788709408 | Existing Customer | 41 | F | 2 | Unknown | Married | Unknown | Blue | 21 | 2 | 3 | 1 | 14746.0 | 0 | 14746.0 | 0.857 | 14771 | 127 | 0.628 | 0.000 | 3/24/2021 |
| 717757608 | Existing Customer | 53 | M | 2 | College | Single | $120K + | Gold | 36 | 2 | 1 | 1 | 34516.0 | 1051 | 33465.0 | 0.863 | 8938 | 114 | 0.676 | 0.030 | 10/9/2021 |
| 715300683 | Existing Customer | 39 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 34458.0 | 846 | 33612.0 | 0.817 | 8271 | 94 | 0.880 | 0.025 | 5/15/2020 |
| 711436983 | Existing Customer | 57 | M | 3 | Unknown | Single | $120K + | Silver | 49 | 1 | 2 | 1 | 34516.0 | 2517 | 31999.0 | 0.693 | 8596 | 102 | 0.672 | 0.073 | 9/14/2020 |
| 789582483 | Existing Customer | 60 | M | 1 | High School | Divorced | $40K - $60K | Blue | 53 | 2 | 3 | 3 | 9369.0 | 1813 | 7556.0 | 0.658 | 7699 | 101 | 0.629 | 0.194 | 1/20/2021 |
| 790168083 | Existing Customer | 51 | M | 0 | High School | Unknown | $80K - $120K | Blue | 44 | 2 | 2 | 3 | 22741.0 | 2176 | 20565.0 | 0.689 | 8438 | 100 | 0.887 | 0.096 | 4/7/2019 |
| 742865883 | Attrited Customer | 46 | F | 3 | Unknown | Single | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 9110.0 | 2517 | 6593.0 | 1.052 | 5290 | 69 | 0.816 | 0.276 | 7/30/2020 |
| 770848308 | Existing Customer | 45 | M | 2 | Graduate | Married | $60K - $80K | Platinum | 31 | 2 | 2 | 1 | 34516.0 | 1308 | 33208.0 | 0.746 | 8773 | 105 | 0.780 | 0.038 | 4/24/2021 |
| 713486583 | Existing Customer | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 2 | 2 | 1 | 17277.0 | 2151 | 15126.0 | 0.701 | 8838 | 97 | 0.732 | 0.125 | 8/6/2022 |
| 708697983 | Existing Customer | 56 | M | 0 | High School | Unknown | $120K + | Blue | 49 | 2 | 2 | 2 | 34516.0 | 2156 | 32360.0 | 0.698 | 8766 | 78 | 0.814 | 0.062 | 1/18/2019 |
| 823539558 | Existing Customer | 39 | F | 3 | Uneducated | Single | Unknown | Silver | 35 | 2 | 2 | 3 | 33565.0 | 1627 | 31938.0 | 0.660 | 8360 | 94 | 0.843 | 0.048 | 2/8/2020 |
| 711339258 | Existing Customer | 49 | F | 3 | Graduate | Single | $40K - $60K | Silver | 36 | 1 | 3 | 1 | 20176.0 | 2219 | 17957.0 | 0.693 | 8255 | 86 | 0.911 | 0.110 | 3/23/2019 |
| 781171908 | Existing Customer | 45 | M | 3 | Graduate | Single | $40K - $60K | Blue | 38 | 1 | 3 | 1 | 3751.0 | 1869 | 1882.0 | 0.926 | 9497 | 106 | 0.710 | 0.498 | 1/26/2020 |
| 815582358 | Existing Customer | 47 | F | 5 | Unknown | Unknown | Less than $40K | Blue | 42 | 2 | 1 | 2 | 2519.0 | 1584 | 935.0 | 0.760 | 8852 | 95 | 0.759 | 0.629 | 9/13/2021 |
| 755212608 | Attrited Customer | 50 | M | 2 | Unknown | Married | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 13067.0 | 0 | 13067.0 | 1.061 | 5468 | 71 | 0.775 | 0.000 | 7/18/2021 |
| 716486508 | Attrited Customer | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 37 | 6 | 2 | 2 | 3399.0 | 0 | 3399.0 | 0.991 | 5529 | 78 | 0.660 | 0.000 | 2/17/2021 |
| 771674958 | Existing Customer | 45 | M | 2 | High School | Married | $40K - $60K | Blue | 33 | 1 | 3 | 3 | 11529.0 | 1823 | 9706.0 | 0.727 | 8135 | 97 | 0.702 | 0.158 | 12/17/2021 |
| 787909158 | Existing Customer | 40 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 31 | 1 | 3 | 2 | 8694.0 | 1117 | 7577.0 | 0.842 | 9523 | 105 | 0.694 | 0.128 | 5/11/2019 |
| 717140733 | Existing Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 6616.0 | 831 | 5785.0 | 0.707 | 9065 | 85 | 0.735 | 0.126 | 6/24/2021 |
| 799468083 | Existing Customer | 51 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 2 | 2 | 2 | 11467.0 | 1146 | 10321.0 | 1.018 | 14373 | 97 | 0.764 | 0.100 | 1/6/2021 |
| 718993533 | Existing Customer | 44 | M | 2 | Graduate | Unknown | $80K - $120K | Blue | 37 | 2 | 3 | 0 | 15821.0 | 1334 | 14487.0 | 0.810 | 8927 | 103 | 0.635 | 0.084 | 5/30/2021 |
| 713870958 | Existing Customer | 56 | F | 3 | Uneducated | Single | Unknown | Platinum | 46 | 2 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.887 | 8416 | 93 | 0.632 | 0.000 | 2/27/2020 |
| 709171308 | Existing Customer | 30 | M | 1 | High School | Married | $60K - $80K | Blue | 16 | 1 | 3 | 3 | 15795.0 | 1742 | 14053.0 | 1.022 | 13173 | 96 | 0.846 | 0.110 | 3/18/2020 |
| 798553158 | Attrited Customer | 62 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 1 | 2 | 1 | 3109.0 | 0 | 3109.0 | 1.054 | 5470 | 72 | 0.674 | 0.000 | 3/24/2021 |
| 720819858 | Existing Customer | 47 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 27 | 1 | 2 | 2 | 8837.0 | 2517 | 6320.0 | 0.618 | 8210 | 100 | 0.754 | 0.285 | 1/1/2020 |
| 815078433 | Existing Customer | 42 | F | 4 | Unknown | Married | Less than $40K | Blue | 37 | 2 | 1 | 3 | 6551.0 | 1718 | 4833.0 | 1.207 | 13363 | 99 | 0.623 | 0.262 | 7/31/2021 |
| 710924658 | Existing Customer | 52 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 2540.0 | 1093 | 1447.0 | 0.783 | 9339 | 99 | 0.737 | 0.430 | 7/8/2022 |
| 709883883 | Existing Customer | 46 | F | 4 | Uneducated | Divorced | Unknown | Blue | 34 | 2 | 3 | 1 | 8110.0 | 1549 | 6561.0 | 0.808 | 8033 | 94 | 0.649 | 0.191 | 3/17/2021 |
| 718650258 | Existing Customer | 54 | F | 3 | Graduate | Single | Unknown | Blue | 47 | 2 | 3 | 1 | 6146.0 | 2210 | 3936.0 | 0.905 | 12956 | 97 | 0.796 | 0.360 | 11/3/2022 |
| 711613308 | Attrited Customer | 58 | M | 2 | Unknown | Single | $60K - $80K | Blue | 48 | 2 | 1 | 2 | 2236.0 | 710 | 1526.0 | 0.434 | 2562 | 38 | 0.462 | 0.318 | 2/26/2021 |
| 718558758 | Attrited Customer | 34 | M | 1 | Unknown | Single | $80K - $120K | Blue | 22 | 1 | 2 | 2 | 3711.0 | 1413 | 2298.0 | 0.175 | 3922 | 51 | 0.645 | 0.381 | 7/29/2020 |
| 718504233 | Attrited Customer | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 30 | 2 | 2 | 3 | 2082.0 | 1794 | 288.0 | 0.735 | 3423 | 48 | 0.920 | 0.862 | 3/16/2021 |
| 709108533 | Existing Customer | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 9959.0 | 2216 | 7743.0 | 0.747 | 15139 | 90 | 0.837 | 0.223 | 6/23/2022 |
| 713236458 | Existing Customer | 55 | M | 4 | Unknown | Single | $60K - $80K | Blue | 48 | 2 | 2 | 3 | 18980.0 | 2517 | 16463.0 | 0.655 | 8295 | 113 | 0.687 | 0.133 | 9/22/2020 |
| 714352533 | Existing Customer | 47 | F | 3 | Graduate | Married | $40K - $60K | Silver | 29 | 1 | 2 | 2 | 15472.0 | 865 | 14607.0 | 0.756 | 14132 | 103 | 0.746 | 0.056 | 3/11/2022 |
| 717353433 | Existing Customer | 50 | F | 2 | Unknown | Single | Unknown | Blue | 42 | 1 | 3 | 3 | 21498.0 | 1542 | 19956.0 | 0.759 | 13015 | 104 | 0.857 | 0.072 | 12/27/2020 |
| 813804783 | Attrited Customer | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 2667.0 | 0 | 2667.0 | 0.494 | 4399 | 54 | 0.862 | 0.000 | 9/26/2020 |
| 771062733 | Existing Customer | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 1 | 2 | 1 | 4291.0 | 1285 | 3006.0 | 0.846 | 15511 | 101 | 0.629 | 0.299 | 5/21/2022 |
| 715649358 | Attrited Customer | 39 | M | 2 | College | Married | $60K - $80K | Blue | 26 | 1 | 2 | 2 | 3879.0 | 0 | 3879.0 | 0.928 | 7786 | 81 | 0.929 | 0.000 | 3/4/2022 |
| 713552958 | Existing Customer | 43 | M | 5 | Graduate | Unknown | $60K - $80K | Blue | 28 | 1 | 3 | 1 | 12773.0 | 1637 | 11136.0 | 0.919 | 14833 | 114 | 0.583 | 0.128 | 2/18/2019 |
| 715209333 | Existing Customer | 32 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 6224.0 | 1965 | 4259.0 | 0.739 | 13630 | 124 | 0.699 | 0.316 | 2/7/2022 |
| 769935783 | Existing Customer | 40 | M | 3 | Unknown | Single | $60K - $80K | Blue | 34 | 2 | 2 | 1 | 9594.0 | 2517 | 7077.0 | 0.945 | 14213 | 100 | 0.786 | 0.262 | 8/11/2021 |
| 815613033 | Existing Customer | 49 | M | 2 | Unknown | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 12518.0 | 1722 | 10796.0 | 0.891 | 14276 | 96 | 0.778 | 0.138 | 7/23/2022 |
| 718732833 | Attrited Customer | 56 | F | 1 | College | Single | Less than $40K | Blue | 48 | 4 | 2 | 2 | 2783.0 | 1763 | 1020.0 | 0.344 | 3967 | 42 | 0.400 | 0.633 | 1/13/2021 |
| 816328308 | Existing Customer | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 55 | 2 | 1 | 3 | 3773.0 | 0 | 3773.0 | 0.684 | 14264 | 118 | 0.873 | 0.000 | 6/21/2022 |
| 711814608 | Existing Customer | 41 | F | 5 | High School | Married | $40K - $60K | Silver | 36 | 2 | 1 | 1 | 19281.0 | 1805 | 17476.0 | 0.893 | 15423 | 110 | 0.692 | 0.094 | 11/11/2019 |
| 803216433 | Attrited Customer | 43 | F | 5 | Graduate | Married | Less than $40K | Silver | 33 | 6 | 3 | 2 | 14806.0 | 2517 | 12289.0 | 0.558 | 4804 | 57 | 0.462 | 0.170 | 12/27/2019 |
| 710694033 | Existing Customer | 32 | M | 0 | Graduate | Divorced | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 7473.0 | 1253 | 6220.0 | 0.980 | 13400 | 104 | 0.733 | 0.168 | 8/7/2021 |
| 709257708 | Existing Customer | 47 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 1 | 1 | 2 | 3108.0 | 1978 | 1130.0 | 0.917 | 14965 | 127 | 0.716 | 0.636 | 8/23/2020 |
| 720174033 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 33 | 1 | 3 | 1 | 34516.0 | 975 | 33541.0 | 0.738 | 12871 | 104 | 0.552 | 0.028 | 6/21/2022 |
| 820666083 | Attrited Customer | 41 | M | 2 | Graduate | Single | $120K + | Blue | 37 | 5 | 3 | 4 | 27742.0 | 2517 | 25225.0 | 0.835 | 8646 | 85 | 0.977 | 0.091 | 5/31/2022 |
| 712044558 | Attrited Customer | 51 | F | 1 | Uneducated | Single | Less than $40K | Silver | 41 | 6 | 2 | 3 | 14563.0 | 1309 | 13254.0 | 0.708 | 6408 | 70 | 0.944 | 0.090 | 1/31/2020 |
| 713131158 | Attrited Customer | 58 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 46 | 1 | 3 | 1 | 10286.0 | 0 | 10286.0 | 0.908 | 8199 | 59 | 0.903 | 0.000 | 1/2/2021 |
| 803335008 | Existing Customer | 48 | F | 2 | Graduate | Divorced | Unknown | Blue | 43 | 2 | 3 | 3 | 7791.0 | 1472 | 6319.0 | 0.979 | 13945 | 107 | 0.754 | 0.189 | 10/13/2022 |
| 795869583 | Existing Customer | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 1 | 3 | 2 | 3733.0 | 1620 | 2113.0 | 0.765 | 15200 | 118 | 0.934 | 0.434 | 1/12/2022 |
| 789535233 | Existing Customer | 52 | M | 1 | Graduate | Single | $80K - $120K | Silver | 44 | 2 | 1 | 2 | 34516.0 | 1618 | 32898.0 | 1.000 | 11603 | 109 | 0.847 | 0.047 | 11/23/2020 |
| 716441058 | Existing Customer | 45 | F | 4 | High School | Single | Less than $40K | Silver | 36 | 2 | 5 | 2 | 14416.0 | 0 | 14416.0 | 0.788 | 13820 | 99 | 0.650 | 0.000 | 5/5/2020 |
| 718113633 | Attrited Customer | 41 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 1 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.377 | 5603 | 56 | 0.244 | 0.000 | 7/9/2022 |
| 708908883 | Existing Customer | 37 | F | 2 | Graduate | Divorced | Less than $40K | Silver | 32 | 1 | 3 | 2 | 12033.0 | 1025 | 11008.0 | 0.684 | 12603 | 106 | 0.893 | 0.085 | 6/5/2020 |
| 712152408 | Existing Customer | 44 | M | 4 | High School | Single | $60K - $80K | Gold | 29 | 1 | 2 | 1 | 34516.0 | 1930 | 32586.0 | 0.615 | 12478 | 97 | 0.764 | 0.056 | 6/7/2022 |
| 708229308 | Attrited Customer | 49 | F | 2 | Unknown | Married | Less than $40K | Blue | 41 | 5 | 2 | 2 | 3243.0 | 0 | 3243.0 | 0.685 | 6059 | 71 | 0.821 | 0.000 | 7/30/2020 |
| 715351983 | Existing Customer | 32 | F | 2 | Unknown | Married | Less than $40K | Blue | 20 | 1 | 3 | 2 | 9761.0 | 1470 | 8291.0 | 0.796 | 14334 | 97 | 0.732 | 0.151 | 7/23/2022 |
| 798451908 | Existing Customer | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 5723.0 | 0 | 5723.0 | 0.850 | 12403 | 120 | 0.690 | 0.000 | 3/18/2021 |
| 794962983 | Existing Customer | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 1 | 1 | 3 | 9947.0 | 2496 | 7451.0 | 0.802 | 14576 | 110 | 0.774 | 0.251 | 2/19/2020 |
| 721000833 | Existing Customer | 49 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 38 | 1 | 3 | 2 | 3599.0 | 0 | 3599.0 | 0.738 | 13324 | 110 | 0.594 | 0.000 | 5/26/2020 |
| 720086358 | Existing Customer | 58 | M | 2 | Doctorate | Married | $120K + | Blue | 48 | 2 | 3 | 1 | 12648.0 | 1604 | 11044.0 | 0.719 | 14465 | 125 | 0.712 | 0.127 | 2/17/2019 |
| 710064033 | Attrited Customer | 45 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 2 | 2 | 5 | 4572.0 | 0 | 4572.0 | 0.480 | 3555 | 42 | 0.400 | 0.000 | 1/20/2020 |
| 780588258 | Existing Customer | 53 | F | 5 | Unknown | Married | Less than $40K | Blue | 42 | 1 | 2 | 2 | 4021.0 | 1745 | 2276.0 | 0.784 | 14567 | 120 | 0.846 | 0.434 | 2/3/2022 |
| 710833908 | Existing Customer | 45 | M | 5 | High School | Married | $80K - $120K | Blue | 25 | 1 | 3 | 3 | 25601.0 | 1384 | 24217.0 | 0.745 | 12896 | 100 | 0.852 | 0.054 | 12/19/2022 |
| 714449283 | Existing Customer | 44 | M | 4 | Uneducated | Unknown | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 25428.0 | 1528 | 23900.0 | 0.725 | 13360 | 97 | 0.796 | 0.060 | 5/10/2022 |
| 772339383 | Existing Customer | 54 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 44 | 2 | 5 | 3 | 4216.0 | 1290 | 2926.0 | 0.860 | 13787 | 121 | 0.571 | 0.306 | 11/9/2020 |
| 721382208 | Existing Customer | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 27 | 2 | 1 | 2 | 3140.0 | 2517 | 623.0 | 0.801 | 13677 | 122 | 0.821 | 0.802 | 12/30/2022 |
| 779349783 | Existing Customer | 46 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 31 | 2 | 2 | 2 | 21161.0 | 1198 | 19963.0 | 0.783 | 13119 | 104 | 0.625 | 0.057 | 6/12/2019 |
| 789450408 | Existing Customer | 41 | F | 2 | Uneducated | Married | Unknown | Blue | 32 | 2 | 5 | 3 | 5877.0 | 1713 | 4164.0 | 0.791 | 15106 | 91 | 0.978 | 0.291 | 3/8/2020 |
| 709210833 | Existing Customer | 48 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 9074.0 | 1648 | 7426.0 | 0.727 | 14084 | 110 | 0.803 | 0.182 | 1/15/2019 |
| 821752908 | Existing Customer | 53 | M | 2 | High School | Single | $60K - $80K | Blue | 49 | 2 | 3 | 2 | 4142.0 | 2252 | 1890.0 | 0.714 | 15078 | 117 | 0.746 | 0.544 | 12/9/2020 |
| 789878283 | Existing Customer | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 2 | 2 | 2 | 3152.0 | 1174 | 1978.0 | 0.862 | 13670 | 117 | 0.857 | 0.372 | 10/25/2021 |
| 709319658 | Attrited Customer | 48 | F | 4 | Graduate | Single | Less than $40K | Platinum | 37 | 5 | 3 | 4 | 15987.0 | 0 | 15987.0 | 0.827 | 7681 | 71 | 0.690 | 0.000 | 10/12/2019 |
| 719222133 | Existing Customer | 41 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 8919.0 | 1723 | 7196.0 | 0.848 | 13719 | 96 | 0.714 | 0.193 | 10/20/2019 |
| 715551783 | Existing Customer | 54 | F | 2 | Uneducated | Married | Unknown | Blue | 42 | 1 | 1 | 3 | 24927.0 | 1273 | 23654.0 | 0.743 | 14603 | 113 | 0.687 | 0.051 | 10/21/2020 |
| 712718958 | Existing Customer | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3308.0 | 2150 | 1158.0 | 0.879 | 15019 | 101 | 0.656 | 0.650 | 1/9/2022 |
| 709764483 | Attrited Customer | 61 | M | 1 | Graduate | Unknown | $60K - $80K | Blue | 53 | 1 | 1 | 2 | 6157.0 | 581 | 5576.0 | 0.583 | 4041 | 65 | 0.548 | 0.094 | 3/26/2022 |
| 783361533 | Existing Customer | 41 | M | 3 | Unknown | Married | $60K - $80K | Silver | 35 | 2 | 3 | 2 | 33889.0 | 1203 | 32686.0 | 0.944 | 14954 | 112 | 0.623 | 0.035 | 6/1/2021 |
| 717942033 | Existing Customer | 52 | M | 2 | Uneducated | Unknown | $120K + | Blue | 42 | 1 | 1 | 3 | 33552.0 | 1252 | 32300.0 | 0.793 | 14490 | 98 | 0.815 | 0.037 | 6/6/2020 |
| 817908783 | Existing Customer | 44 | M | 3 | Unknown | Single | $120K + | Silver | 39 | 2 | 3 | 1 | 34516.0 | 2123 | 32393.0 | 0.801 | 14242 | 107 | 0.551 | 0.062 | 2/14/2020 |
| 713708358 | Existing Customer | 33 | F | 3 | Unknown | Single | $40K - $60K | Silver | 36 | 2 | 3 | 3 | 19594.0 | 971 | 18623.0 | 0.761 | 12429 | 111 | 0.542 | 0.050 | 3/24/2021 |
| 713705358 | Existing Customer | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 6 | 1 | 7349.0 | 994 | 6355.0 | 0.864 | 13970 | 109 | 0.847 | 0.135 | 10/30/2021 |
| 789551883 | Existing Customer | 52 | F | 3 | Graduate | Single | $40K - $60K | Blue | 45 | 1 | 1 | 2 | 14803.0 | 985 | 13818.0 | 0.831 | 14426 | 87 | 0.642 | 0.067 | 7/12/2022 |
| 812247033 | Attrited Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 46 | 5 | 5 | 2 | 3536.0 | 0 | 3536.0 | 0.542 | 3281 | 39 | 0.393 | 0.000 | 10/9/2020 |
| 717580458 | Attrited Customer | 43 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 19333.0 | 0 | 19333.0 | 0.969 | 7847 | 63 | 0.750 | 0.000 | 6/10/2022 |
| 780551733 | Existing Customer | 54 | F | 1 | High School | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 11605.0 | 1470 | 10135.0 | 0.930 | 12592 | 117 | 0.800 | 0.127 | 4/13/2022 |
| 719722308 | Existing Customer | 31 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 22 | 2 | 1 | 3 | 3329.0 | 0 | 3329.0 | 0.641 | 13109 | 114 | 0.727 | 0.000 | 11/17/2020 |
| 718328283 | Existing Customer | 40 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3961.0 | 1531 | 2430.0 | 0.646 | 12631 | 100 | 0.852 | 0.387 | 11/1/2021 |
| 826061508 | Existing Customer | 49 | F | 4 | Uneducated | Unknown | Less than $40K | Blue | 45 | 1 | 3 | 1 | 5975.0 | 2045 | 3930.0 | 0.847 | 13090 | 102 | 0.672 | 0.342 | 10/11/2019 |
| 715610733 | Attrited Customer | 60 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 6 | 1 | 5 | 3735.0 | 1175 | 2560.0 | 1.036 | 8193 | 66 | 0.650 | 0.315 | 3/26/2020 |
| 710161083 | Attrited Customer | 62 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 5780.0 | 0 | 5780.0 | 0.394 | 6613 | 40 | 0.429 | 0.000 | 3/24/2021 |
| 712464933 | Existing Customer | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 19141.0 | 1933 | 17208.0 | 1.050 | 15203 | 114 | 0.781 | 0.101 | 12/15/2021 |
| 768181608 | Existing Customer | 43 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 37 | 2 | 3 | 3 | 3461.0 | 1767 | 1694.0 | 0.829 | 13179 | 122 | 0.694 | 0.511 | 6/25/2021 |
| 713869083 | Existing Customer | 56 | M | 2 | High School | Married | $80K - $120K | Blue | 43 | 2 | 2 | 1 | 29394.0 | 1002 | 28392.0 | 0.935 | 14901 | 92 | 0.673 | 0.034 | 9/12/2021 |
| 711465333 | Existing Customer | 35 | M | 4 | High School | Single | $80K - $120K | Blue | 26 | 2 | 1 | 1 | 24250.0 | 0 | 24250.0 | 0.753 | 12593 | 99 | 0.768 | 0.000 | 11/17/2019 |
| 719924433 | Existing Customer | 40 | F | 4 | Graduate | Married | $40K - $60K | Silver | 32 | 1 | 2 | 3 | 16191.0 | 0 | 16191.0 | 0.967 | 13452 | 107 | 0.621 | 0.000 | 6/25/2022 |
| 719248158 | Existing Customer | 52 | M | 2 | High School | Divorced | $60K - $80K | Blue | 42 | 1 | 3 | 2 | 7261.0 | 1443 | 5818.0 | 0.972 | 14533 | 108 | 0.565 | 0.199 | 10/1/2020 |
| 719944458 | Existing Customer | 29 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 4023.0 | 1437 | 2586.0 | 0.690 | 12510 | 96 | 0.920 | 0.357 | 3/19/2022 |
| 715799808 | Attrited Customer | 52 | M | 0 | High School | Single | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 3764.0 | 0 | 3764.0 | 0.776 | 6574 | 69 | 0.865 | 0.000 | 11/26/2020 |
| 721264533 | Existing Customer | 49 | F | 3 | Unknown | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 3767.0 | 1106 | 2661.0 | 0.944 | 15578 | 126 | 0.826 | 0.294 | 12/27/2020 |
| 711838008 | Attrited Customer | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 28 | 2 | 3 | 2 | 6407.0 | 478 | 5929.0 | 1.022 | 9322 | 77 | 0.833 | 0.075 | 7/9/2021 |
| 711826983 | Attrited Customer | 47 | F | 3 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 3 | 6 | 5822.0 | 0 | 5822.0 | 0.655 | 3240 | 38 | 0.652 | 0.000 | 10/25/2022 |
| 719413383 | Existing Customer | 32 | M | 1 | Uneducated | Single | $60K - $80K | Silver | 36 | 2 | 3 | 1 | 33711.0 | 1437 | 32274.0 | 0.942 | 14880 | 134 | 0.654 | 0.043 | 6/7/2019 |
| 712990458 | Existing Customer | 44 | F | 3 | Graduate | Married | Unknown | Silver | 34 | 2 | 2 | 1 | 31699.0 | 1976 | 29723.0 | 0.811 | 13653 | 113 | 0.687 | 0.062 | 11/7/2020 |
| 789594108 | Existing Customer | 47 | M | 5 | College | Single | $80K - $120K | Blue | 41 | 1 | 1 | 3 | 3429.0 | 1779 | 1650.0 | 0.938 | 14107 | 99 | 0.650 | 0.519 | 7/7/2021 |
| 718764708 | Existing Customer | 45 | M | 3 | Graduate | Unknown | $120K + | Blue | 36 | 1 | 4 | 3 | 8858.0 | 1359 | 7499.0 | 0.741 | 14223 | 103 | 0.776 | 0.153 | 4/11/2021 |
| 820271208 | Existing Customer | 46 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 41 | 2 | 2 | 3 | 7064.0 | 1234 | 5830.0 | 0.955 | 13791 | 103 | 0.585 | 0.175 | 11/21/2019 |
| 708369633 | Attrited Customer | 34 | F | 3 | Graduate | Married | Less than $40K | Gold | 36 | 6 | 3 | 2 | 15487.0 | 1847 | 13640.0 | 0.943 | 7031 | 67 | 0.811 | 0.119 | 3/7/2022 |
| 712055433 | Existing Customer | 39 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3600.0 | 2072 | 1528.0 | 0.940 | 14137 | 116 | 0.966 | 0.576 | 7/6/2022 |
| 721114458 | Existing Customer | 46 | M | 4 | College | Single | $120K + | Blue | 36 | 1 | 2 | 2 | 34516.0 | 585 | 33931.0 | 0.802 | 14319 | 96 | 0.655 | 0.017 | 11/11/2021 |
| 714959358 | Attrited Customer | 50 | M | 3 | High School | Married | $80K - $120K | Silver | 36 | 5 | 3 | 3 | 34516.0 | 2292 | 32224.0 | 0.876 | 8045 | 71 | 0.868 | 0.066 | 1/26/2020 |
| 708396033 | Existing Customer | 45 | F | 2 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 2490.0 | 1059 | 1431.0 | 0.715 | 12257 | 101 | 0.772 | 0.425 | 3/23/2019 |
| 719593608 | Attrited Customer | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 33870.0 | 0 | 33870.0 | 0.872 | 7661 | 61 | 0.525 | 0.000 | 6/14/2021 |
| 715830558 | Attrited Customer | 50 | M | 2 | Uneducated | Unknown | $120K + | Blue | 38 | 6 | 2 | 1 | 34516.0 | 397 | 34119.0 | 0.914 | 7454 | 81 | 0.841 | 0.012 | 8/23/2022 |
| 716406483 | Existing Customer | 30 | M | 0 | Unknown | Single | $60K - $80K | Blue | 20 | 1 | 3 | 3 | 23760.0 | 1349 | 22411.0 | 0.961 | 13124 | 103 | 0.746 | 0.057 | 4/10/2020 |
| 714941358 | Attrited Customer | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 6 | 4005.0 | 0 | 4005.0 | 0.896 | 7022 | 75 | 0.667 | 0.000 | 12/2/2020 |
| 716088783 | Attrited Customer | 60 | M | 0 | College | Married | $80K - $120K | Blue | 50 | 1 | 4 | 2 | 29239.0 | 0 | 29239.0 | 1.057 | 8169 | 65 | 0.585 | 0.000 | 11/3/2021 |
| 718458858 | Attrited Customer | 41 | M | 4 | Graduate | Single | $80K - $120K | Silver | 29 | 2 | 3 | 6 | 34516.0 | 0 | 34516.0 | 0.434 | 3526 | 53 | 0.828 | 0.000 | 4/14/2019 |
| 715754133 | Existing Customer | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 3 | 3391.0 | 1359 | 2032.0 | 0.662 | 13212 | 107 | 0.646 | 0.401 | 12/4/2019 |
| 715630983 | Attrited Customer | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 2 | 3 | 4598.0 | 0 | 4598.0 | 0.439 | 6317 | 77 | 0.833 | 0.000 | 6/9/2022 |
| 712768983 | Attrited Customer | 51 | M | 4 | Graduate | Single | $80K - $120K | Silver | 42 | 6 | 4 | 2 | 34516.0 | 230 | 34286.0 | 1.004 | 8629 | 65 | 0.548 | 0.007 | 11/28/2022 |
| 716881683 | Attrited Customer | 45 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 34 | 2 | 3 | 3 | 3435.0 | 2517 | 918.0 | 0.332 | 5567 | 51 | 0.545 | 0.733 | 5/30/2021 |
| 711108408 | Existing Customer | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 1 | 1 | 17540.0 | 1337 | 16203.0 | 0.734 | 14244 | 96 | 0.600 | 0.076 | 7/10/2022 |
| 717565233 | Existing Customer | 51 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 31346.0 | 1318 | 30028.0 | 0.862 | 13303 | 92 | 0.804 | 0.042 | 7/22/2020 |
| 789539058 | Existing Customer | 28 | M | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 1 | 1 | 3 | 4342.0 | 893 | 3449.0 | 0.878 | 17064 | 116 | 0.758 | 0.206 | 1/5/2020 |
| 768643158 | Existing Customer | 44 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 38 | 2 | 1 | 3 | 3842.0 | 2459 | 1383.0 | 0.691 | 13598 | 119 | 0.725 | 0.640 | 11/24/2019 |
| 721530633 | Existing Customer | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 3785.0 | 1329 | 2456.0 | 0.864 | 15209 | 104 | 0.891 | 0.351 | 11/16/2022 |
| 721188033 | Existing Customer | 48 | M | 5 | College | Married | Less than $40K | Blue | 39 | 2 | 3 | 1 | 6797.0 | 2239 | 4558.0 | 0.922 | 16171 | 112 | 0.778 | 0.329 | 2/7/2019 |
| 810261633 | Existing Customer | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 39 | 2 | 2 | 3 | 9682.0 | 1727 | 7955.0 | 0.880 | 14991 | 95 | 0.900 | 0.178 | 4/11/2022 |
| 717529233 | Attrited Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 3 | 2 | 3319.0 | 0 | 3319.0 | 0.262 | 4840 | 44 | 0.375 | 0.000 | 12/16/2021 |
| 719365233 | Existing Customer | 34 | M | 4 | Unknown | Single | Less than $40K | Blue | 23 | 1 | 3 | 2 | 7664.0 | 1785 | 5879.0 | 0.947 | 15077 | 126 | 0.800 | 0.233 | 1/19/2020 |
| 720943308 | Existing Customer | 47 | M | 3 | Graduate | Single | $60K - $80K | Silver | 36 | 1 | 1 | 2 | 30498.0 | 1990 | 28508.0 | 0.839 | 16202 | 120 | 0.791 | 0.065 | 9/11/2020 |
| 714425283 | Existing Customer | 50 | F | 2 | High School | Married | Unknown | Blue | 40 | 2 | 3 | 2 | 19962.0 | 0 | 19962.0 | 0.984 | 14703 | 119 | 0.859 | 0.000 | 1/21/2020 |
| 711794358 | Attrited Customer | 61 | M | 0 | College | Single | $80K - $120K | Blue | 50 | 2 | 4 | 3 | 21398.0 | 0 | 21398.0 | 0.695 | 3119 | 53 | 0.767 | 0.000 | 2/5/2021 |
| 719683158 | Attrited Customer | 56 | F | 2 | Unknown | Married | Less than $40K | Blue | 48 | 2 | 4 | 2 | 4746.0 | 0 | 4746.0 | 0.862 | 7154 | 66 | 1.062 | 0.000 | 11/21/2021 |
| 709406733 | Existing Customer | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 20434.0 | 1504 | 18930.0 | 0.725 | 13280 | 106 | 0.656 | 0.074 | 1/12/2021 |
| 708572658 | Existing Customer | 49 | M | 5 | Graduate | Married | $60K - $80K | Silver | 38 | 1 | 1 | 2 | 29531.0 | 2088 | 27443.0 | 0.843 | 15039 | 120 | 0.690 | 0.071 | 1/31/2022 |
| 714001008 | Existing Customer | 56 | M | 1 | Uneducated | Divorced | $120K + | Blue | 36 | 1 | 1 | 2 | 3730.0 | 0 | 3730.0 | 0.732 | 13997 | 102 | 0.619 | 0.000 | 12/31/2021 |
| 712833633 | Existing Customer | 41 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 10688.0 | 653 | 10035.0 | 0.682 | 13866 | 98 | 0.508 | 0.061 | 12/13/2022 |
| 716260833 | Attrited Customer | 56 | F | 5 | Unknown | Single | Less than $40K | Blue | 36 | 6 | 3 | 5 | 4668.0 | 2517 | 2151.0 | 1.062 | 8331 | 63 | 0.853 | 0.539 | 5/24/2022 |
| 708863733 | Existing Customer | 35 | M | 3 | Unknown | Single | $40K - $60K | Gold | 19 | 1 | 1 | 3 | 22725.0 | 808 | 21917.0 | 0.779 | 13847 | 120 | 0.875 | 0.036 | 2/19/2020 |
| 717076458 | Existing Customer | 40 | M | 3 | Unknown | Single | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 8155.0 | 1178 | 6977.0 | 0.829 | 14955 | 102 | 0.925 | 0.144 | 10/3/2020 |
| 712412958 | Existing Customer | 41 | F | 3 | Doctorate | Married | $40K - $60K | Silver | 33 | 1 | 1 | 2 | 18266.0 | 822 | 17444.0 | 0.875 | 14615 | 124 | 0.797 | 0.045 | 8/27/2022 |
| 720535008 | Existing Customer | 46 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 10492.0 | 1094 | 9398.0 | 0.915 | 13764 | 104 | 0.733 | 0.104 | 11/30/2019 |
| 711578658 | Existing Customer | 56 | F | 2 | High School | Married | $40K - $60K | Blue | 49 | 1 | 3 | 3 | 6380.0 | 2517 | 3863.0 | 0.706 | 13945 | 97 | 1.064 | 0.395 | 6/19/2019 |
| 709373883 | Existing Customer | 37 | F | 5 | Unknown | Married | $40K - $60K | Silver | 36 | 1 | 1 | 2 | 19055.0 | 2517 | 16538.0 | 0.915 | 15091 | 124 | 0.676 | 0.132 | 12/3/2020 |
| 780730008 | Existing Customer | 51 | M | 2 | College | Single | $120K + | Blue | 36 | 2 | 2 | 2 | 3477.0 | 752 | 2725.0 | 0.703 | 13627 | 120 | 0.739 | 0.216 | 6/14/2022 |
| 824816358 | Existing Customer | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 32 | 2 | 3 | 2 | 3277.0 | 0 | 3277.0 | 0.840 | 14252 | 127 | 0.649 | 0.000 | 1/2/2019 |
| 716106108 | Existing Customer | 49 | M | 4 | Post-Graduate | Married | $120K + | Silver | 41 | 2 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.663 | 13376 | 129 | 0.720 | 0.000 | 2/23/2019 |
| 709807383 | Existing Customer | 35 | F | 2 | Unknown | Married | Less than $40K | Blue | 22 | 1 | 1 | 1 | 3616.0 | 1155 | 2461.0 | 0.727 | 15391 | 94 | 0.593 | 0.319 | 10/9/2021 |
| 716430933 | Existing Customer | 46 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 3973.0 | 0 | 3973.0 | 0.890 | 13740 | 131 | 0.819 | 0.000 | 1/27/2021 |
| 789866133 | Existing Customer | 45 | F | 3 | Graduate | Unknown | $40K - $60K | Blue | 35 | 2 | 3 | 2 | 4318.0 | 2359 | 1959.0 | 0.993 | 12867 | 118 | 0.573 | 0.546 | 4/1/2022 |
| 718634058 | Existing Customer | 48 | F | 2 | High School | Unknown | Unknown | Blue | 31 | 2 | 2 | 1 | 7660.0 | 764 | 6896.0 | 0.877 | 14844 | 100 | 0.695 | 0.100 | 1/4/2019 |
| 715129983 | Existing Customer | 46 | F | 3 | Graduate | Divorced | Unknown | Blue | 36 | 1 | 3 | 2 | 3515.0 | 0 | 3515.0 | 0.876 | 15079 | 116 | 0.841 | 0.000 | 12/31/2021 |
| 717177783 | Existing Customer | 36 | F | 0 | Unknown | Married | Less than $40K | Silver | 19 | 1 | 2 | 3 | 13313.0 | 0 | 13313.0 | 1.080 | 15549 | 121 | 0.833 | 0.000 | 12/21/2020 |
| 719694408 | Attrited Customer | 30 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 3 | 6 | 4541.0 | 0 | 4541.0 | 0.976 | 7996 | 80 | 0.778 | 0.000 | 8/6/2021 |
| 806992533 | Existing Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 2 | 1 | 1 | 8284.0 | 797 | 7487.0 | 0.824 | 13092 | 102 | 0.569 | 0.096 | 6/24/2020 |
| 718045008 | Attrited Customer | 31 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 21 | 1 | 2 | 2 | 3768.0 | 0 | 3768.0 | 0.799 | 6639 | 71 | 1.152 | 0.000 | 6/11/2020 |
| 711010683 | Existing Customer | 35 | M | 3 | High School | Married | $40K - $60K | Blue | 27 | 1 | 2 | 3 | 14382.0 | 1950 | 12432.0 | 0.578 | 12941 | 131 | 0.819 | 0.136 | 2/28/2019 |
| 714759708 | Existing Customer | 54 | F | 1 | High School | Single | Unknown | Blue | 36 | 2 | 2 | 3 | 10798.0 | 1378 | 9420.0 | 0.631 | 13681 | 105 | 0.810 | 0.128 | 12/5/2020 |
| 718801158 | Existing Customer | 49 | M | 3 | Graduate | Single | $40K - $60K | Gold | 36 | 2 | 2 | 2 | 23981.0 | 1408 | 22573.0 | 0.844 | 14455 | 96 | 0.846 | 0.059 | 11/2/2022 |
| 712256358 | Existing Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 23 | 1 | 3 | 1 | 22729.0 | 1581 | 21148.0 | 1.025 | 13672 | 110 | 0.746 | 0.070 | 10/14/2021 |
| 779803008 | Existing Customer | 41 | F | 2 | High School | Single | Unknown | Blue | 30 | 2 | 2 | 1 | 27670.0 | 0 | 27670.0 | 0.645 | 13854 | 124 | 0.797 | 0.000 | 8/26/2020 |
| 710968008 | Existing Customer | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 2 | 1 | 2 | 3423.0 | 647 | 2776.0 | 0.730 | 14308 | 124 | 0.722 | 0.189 | 8/29/2019 |
| 771584658 | Existing Customer | 46 | F | 4 | Unknown | Single | Unknown | Silver | 34 | 1 | 2 | 3 | 33874.0 | 1473 | 32401.0 | 0.803 | 13753 | 98 | 0.849 | 0.043 | 7/30/2019 |
| 718102758 | Existing Customer | 61 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3175.0 | 1116 | 2059.0 | 0.978 | 14071 | 101 | 0.683 | 0.351 | 12/30/2019 |
| 811076883 | Attrited Customer | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 40 | 1 | 4 | 3 | 7979.0 | 0 | 7979.0 | 0.465 | 5056 | 63 | 0.853 | 0.000 | 11/20/2020 |
| 770970558 | Existing Customer | 41 | M | 2 | Unknown | Single | $80K - $120K | Blue | 28 | 1 | 2 | 3 | 13679.0 | 2267 | 11412.0 | 1.232 | 15180 | 103 | 0.689 | 0.166 | 7/29/2021 |
| 758863383 | Existing Customer | 47 | F | 2 | Uneducated | Unknown | Less than $40K | Silver | 36 | 1 | 3 | 2 | 14767.0 | 948 | 13819.0 | 0.999 | 13090 | 104 | 0.625 | 0.064 | 4/7/2022 |
| 716863458 | Attrited Customer | 44 | M | 2 | Uneducated | Single | $80K - $120K | Silver | 36 | 2 | 3 | 3 | 34516.0 | 569 | 33947.0 | 0.919 | 8570 | 68 | 0.789 | 0.016 | 2/14/2019 |
| 766821033 | Attrited Customer | 61 | M | 0 | Unknown | Single | $120K + | Blue | 46 | 6 | 3 | 3 | 4650.0 | 1162 | 3488.0 | 0.820 | 7976 | 74 | 1.056 | 0.250 | 7/25/2022 |
| 814590483 | Existing Customer | 45 | F | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 3592.0 | 865 | 2727.0 | 0.663 | 12777 | 95 | 0.727 | 0.241 | 10/17/2020 |
| 773283108 | Existing Customer | 31 | M | 0 | High School | Married | $60K - $80K | Silver | 24 | 1 | 1 | 3 | 32535.0 | 1722 | 30813.0 | 0.856 | 15738 | 116 | 0.657 | 0.053 | 3/4/2021 |
| 721006458 | Existing Customer | 42 | M | 2 | Unknown | Single | $120K + | Blue | 35 | 2 | 1 | 3 | 3214.0 | 1471 | 1743.0 | 0.933 | 14557 | 114 | 0.652 | 0.458 | 9/7/2019 |
| 714615258 | Attrited Customer | 32 | M | 1 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4819.0 | 2134 | 2685.0 | 0.834 | 9330 | 64 | 0.882 | 0.443 | 8/25/2020 |
| 788687133 | Existing Customer | 42 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 2 | 3 | 1 | 16433.0 | 0 | 16433.0 | 0.791 | 13678 | 125 | 0.736 | 0.000 | 3/25/2019 |
| 820108008 | Existing Customer | 49 | M | 4 | Unknown | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 12174.0 | 1361 | 10813.0 | 1.048 | 14743 | 121 | 0.729 | 0.112 | 10/13/2019 |
| 717781608 | Existing Customer | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 9230.0 | 1518 | 7712.0 | 0.774 | 14082 | 99 | 0.833 | 0.164 | 6/25/2019 |
| 720136458 | Existing Customer | 39 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 6867.0 | 776 | 6091.0 | 0.715 | 14119 | 97 | 0.764 | 0.113 | 4/2/2022 |
| 716247708 | Existing Customer | 51 | M | 4 | College | Single | $120K + | Gold | 33 | 2 | 2 | 2 | 34516.0 | 1848 | 32668.0 | 0.775 | 14149 | 103 | 0.689 | 0.054 | 10/26/2021 |
| 714968208 | Existing Customer | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 1 | 18046.0 | 0 | 18046.0 | 0.819 | 13758 | 104 | 0.677 | 0.000 | 8/5/2022 |
| 719913783 | Existing Customer | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 7680.0 | 1589 | 6091.0 | 0.688 | 13617 | 105 | 0.721 | 0.207 | 9/21/2022 |
| 720621408 | Existing Customer | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 7825.0 | 0 | 7825.0 | 0.724 | 14326 | 100 | 0.786 | 0.000 | 2/7/2020 |
| 721169883 | Existing Customer | 41 | M | 5 | College | Married | $60K - $80K | Blue | 31 | 1 | 3 | 2 | 5002.0 | 1945 | 3057.0 | 1.035 | 16161 | 109 | 0.787 | 0.389 | 12/15/2022 |
| 719324658 | Existing Customer | 27 | M | 0 | College | Unknown | $80K - $120K | Silver | 19 | 1 | 1 | 3 | 34516.0 | 1131 | 33385.0 | 0.715 | 14716 | 112 | 0.750 | 0.033 | 12/26/2022 |
| 714577233 | Existing Customer | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 2 | 3 | 1 | 4755.0 | 0 | 4755.0 | 0.776 | 15999 | 109 | 0.730 | 0.000 | 1/28/2022 |
| 712367658 | Existing Customer | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 40 | 1 | 3 | 0 | 22104.0 | 1783 | 20321.0 | 0.805 | 13830 | 112 | 0.806 | 0.081 | 4/15/2021 |
| 803655333 | Existing Customer | 53 | M | 2 | Post-Graduate | Single | $60K - $80K | Silver | 47 | 1 | 3 | 3 | 29038.0 | 2295 | 26743.0 | 0.657 | 12025 | 103 | 0.807 | 0.079 | 8/28/2021 |
| 710455608 | Attrited Customer | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 4620.0 | 0 | 4620.0 | 0.654 | 6644 | 61 | 0.694 | 0.000 | 7/11/2020 |
| 711328458 | Existing Customer | 58 | M | 1 | High School | Married | $80K - $120K | Blue | 50 | 1 | 1 | 3 | 34516.0 | 1341 | 33175.0 | 0.812 | 13988 | 127 | 0.789 | 0.039 | 8/3/2022 |
| 708123033 | Existing Customer | 41 | F | 3 | Graduate | Single | Less than $40K | Silver | 30 | 2 | 1 | 1 | 11463.0 | 0 | 11463.0 | 0.908 | 14511 | 105 | 0.721 | 0.000 | 8/27/2022 |
| 713514633 | Attrited Customer | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 50 | 2 | 4 | 2 | 6224.0 | 0 | 6224.0 | 0.801 | 8291 | 69 | 1.029 | 0.000 | 6/9/2021 |
| 710745633 | Existing Customer | 53 | M | 1 | Unknown | Married | $120K + | Blue | 36 | 2 | 3 | 3 | 19252.0 | 751 | 18501.0 | 0.814 | 14074 | 112 | 0.623 | 0.039 | 10/23/2019 |
| 710374008 | Existing Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 1 | 2 | 34516.0 | 1583 | 32933.0 | 0.631 | 12906 | 100 | 0.639 | 0.046 | 6/22/2019 |
| 772166058 | Existing Customer | 31 | M | 1 | Unknown | Single | $40K - $60K | Blue | 20 | 1 | 2 | 3 | 3232.0 | 1564 | 1668.0 | 0.969 | 13142 | 112 | 0.750 | 0.484 | 1/8/2022 |
| 715017858 | Existing Customer | 44 | M | 2 | Uneducated | Married | $120K + | Platinum | 36 | 2 | 1 | 3 | 34516.0 | 1421 | 33095.0 | 0.744 | 14465 | 114 | 0.754 | 0.041 | 5/30/2020 |
| 717571683 | Attrited Customer | 47 | F | 4 | Uneducated | Married | $40K - $60K | Gold | 34 | 2 | 3 | 3 | 23981.0 | 0 | 23981.0 | 0.196 | 4536 | 61 | 0.605 | 0.000 | 2/26/2021 |
| 743420208 | Existing Customer | 47 | F | 2 | College | Single | Less than $40K | Blue | 40 | 2 | 2 | 2 | 4822.0 | 1882 | 2940.0 | 0.833 | 13816 | 121 | 0.891 | 0.390 | 11/15/2019 |
| 716201883 | Existing Customer | 46 | M | 2 | Graduate | Unknown | $120K + | Silver | 39 | 2 | 2 | 3 | 34516.0 | 1381 | 33135.0 | 0.949 | 14696 | 114 | 0.966 | 0.040 | 4/25/2019 |
| 714593883 | Existing Customer | 53 | F | 2 | Graduate | Married | Less than $40K | Silver | 45 | 1 | 2 | 1 | 12100.0 | 1350 | 10750.0 | 0.854 | 13138 | 115 | 0.667 | 0.112 | 9/21/2021 |
| 711003483 | Existing Customer | 40 | M | 3 | Unknown | Divorced | $60K - $80K | Blue | 24 | 2 | 3 | 3 | 20466.0 | 1138 | 19328.0 | 0.868 | 15121 | 97 | 0.540 | 0.056 | 4/11/2022 |
| 819628158 | Existing Customer | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 1 | 17887.0 | 1821 | 16066.0 | 0.687 | 14544 | 116 | 1.148 | 0.102 | 12/30/2021 |
| 712021233 | Attrited Customer | 33 | M | 3 | Graduate | Married | $60K - $80K | Blue | 15 | 5 | 1 | 3 | 23399.0 | 0 | 23399.0 | 1.051 | 9356 | 74 | 0.850 | 0.000 | 1/24/2019 |
| 708573933 | Existing Customer | 45 | F | 2 | Unknown | Single | Less than $40K | Silver | 36 | 2 | 2 | 3 | 13026.0 | 789 | 12237.0 | 0.740 | 14747 | 100 | 0.724 | 0.061 | 1/4/2021 |
| 710758683 | Existing Customer | 61 | F | 1 | Graduate | Unknown | $40K - $60K | Silver | 48 | 2 | 3 | 3 | 15698.0 | 2000 | 13698.0 | 0.749 | 12980 | 82 | 0.640 | 0.127 | 7/27/2019 |
| 718288833 | Existing Customer | 31 | M | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 5590.0 | 875 | 4715.0 | 0.860 | 14643 | 127 | 0.764 | 0.157 | 6/22/2019 |
| 708873183 | Existing Customer | 47 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 39 | 1 | 3 | 2 | 17575.0 | 618 | 16957.0 | 0.917 | 15473 | 128 | 0.684 | 0.035 | 5/4/2022 |
| 766224933 | Existing Customer | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 1 | 1 | 1 | 29528.0 | 1769 | 27759.0 | 0.771 | 14428 | 119 | 0.700 | 0.060 | 5/27/2021 |
| 771626283 | Existing Customer | 54 | M | 2 | Post-Graduate | Married | $60K - $80K | Platinum | 42 | 1 | 3 | 1 | 34516.0 | 1996 | 32520.0 | 0.988 | 15033 | 114 | 0.810 | 0.058 | 8/21/2019 |
| 720372483 | Existing Customer | 60 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4147.0 | 2262 | 1885.0 | 0.565 | 14624 | 111 | 0.790 | 0.545 | 3/30/2021 |
| 712916958 | Attrited Customer | 55 | F | 2 | Graduate | Married | Unknown | Blue | 36 | 5 | 3 | 2 | 12494.0 | 0 | 12494.0 | 0.576 | 7026 | 69 | 0.917 | 0.000 | 7/25/2022 |
| 716124408 | Attrited Customer | 32 | M | 2 | Graduate | Single | $120K + | Gold | 22 | 2 | 2 | 3 | 34516.0 | 1692 | 32824.0 | 0.983 | 7486 | 64 | 0.730 | 0.049 | 7/18/2021 |
| 714128283 | Existing Customer | 49 | F | 1 | Unknown | Married | Less than $40K | Silver | 40 | 2 | 3 | 2 | 13411.0 | 1736 | 11675.0 | 0.841 | 12493 | 113 | 0.738 | 0.129 | 3/25/2019 |
| 708163758 | Existing Customer | 41 | M | 3 | Unknown | Married | $120K + | Blue | 33 | 2 | 4 | 3 | 34516.0 | 638 | 33878.0 | 0.724 | 13085 | 139 | 0.675 | 0.018 | 10/18/2020 |
| 716979183 | Existing Customer | 45 | M | 2 | College | Married | $60K - $80K | Blue | 34 | 1 | 1 | 2 | 17646.0 | 1396 | 16250.0 | 0.851 | 15527 | 106 | 0.893 | 0.079 | 5/4/2020 |
| 716480358 | Existing Customer | 45 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 11121.0 | 1296 | 9825.0 | 0.789 | 13814 | 81 | 1.025 | 0.117 | 6/23/2022 |
| 800758233 | Attrited Customer | 30 | M | 0 | College | Single | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 4109.0 | 0 | 4109.0 | 0.949 | 8642 | 77 | 0.481 | 0.000 | 7/15/2022 |
| 720413658 | Existing Customer | 44 | M | 2 | High School | Married | $120K + | Blue | 31 | 2 | 1 | 3 | 6176.0 | 905 | 5271.0 | 0.805 | 15102 | 95 | 0.792 | 0.147 | 2/18/2022 |
| 715832058 | Existing Customer | 40 | F | 5 | Graduate | Unknown | Less than $40K | Blue | 36 | 2 | 2 | 3 | 4512.0 | 1172 | 3340.0 | 0.706 | 14414 | 98 | 0.815 | 0.260 | 10/7/2021 |
| 716323683 | Existing Customer | 31 | M | 0 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 32791.0 | 1607 | 31184.0 | 0.752 | 13177 | 106 | 0.738 | 0.049 | 9/24/2019 |
| 819616383 | Existing Customer | 40 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 35 | 2 | 3 | 3 | 4772.0 | 2004 | 2768.0 | 0.696 | 14748 | 118 | 0.761 | 0.420 | 4/20/2020 |
| 771069033 | Existing Customer | 56 | M | 1 | Unknown | Unknown | $60K - $80K | Blue | 43 | 2 | 2 | 3 | 10602.0 | 1083 | 9519.0 | 0.656 | 14084 | 91 | 0.750 | 0.102 | 10/27/2019 |
| 821241708 | Attrited Customer | 47 | M | 4 | Unknown | Unknown | $80K - $120K | Blue | 42 | 1 | 4 | 1 | 7953.0 | 0 | 7953.0 | 1.031 | 8670 | 74 | 0.574 | 0.000 | 5/1/2019 |
| 716987358 | Attrited Customer | 29 | M | 0 | Post-Graduate | Divorced | $60K - $80K | Blue | 15 | 2 | 1 | 3 | 8022.0 | 0 | 8022.0 | 0.381 | 5660 | 59 | 0.735 | 0.000 | 7/12/2022 |
| 710300733 | Existing Customer | 38 | M | 3 | High School | Single | $120K + | Blue | 27 | 2 | 4 | 1 | 34516.0 | 0 | 34516.0 | 0.919 | 13781 | 106 | 0.797 | 0.000 | 12/10/2020 |
| 712497783 | Existing Customer | 56 | F | 2 | Unknown | Married | Less than $40K | Blue | 48 | 1 | 2 | 3 | 9092.0 | 1363 | 7729.0 | 0.830 | 14779 | 94 | 0.843 | 0.150 | 10/1/2020 |
| 709259958 | Attrited Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 3 | 2 | 5541.0 | 2517 | 3024.0 | 0.879 | 9195 | 73 | 0.825 | 0.454 | 9/4/2020 |
| 716296833 | Existing Customer | 56 | M | 0 | Doctorate | Single | $80K - $120K | Blue | 47 | 2 | 1 | 2 | 7204.0 | 0 | 7204.0 | 0.803 | 14042 | 113 | 0.766 | 0.000 | 8/13/2022 |
| 715728108 | Existing Customer | 27 | F | 0 | Graduate | Unknown | Less than $40K | Blue | 36 | 1 | 1 | 2 | 4548.0 | 1450 | 3098.0 | 0.844 | 14330 | 131 | 0.638 | 0.319 | 4/27/2021 |
| 771507258 | Existing Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 1 | 2 | 1 | 3860.0 | 1175 | 2685.0 | 0.734 | 14474 | 118 | 0.710 | 0.304 | 7/22/2021 |
| 713758758 | Existing Customer | 48 | M | 2 | High School | Married | Less than $40K | Silver | 36 | 2 | 2 | 2 | 14581.0 | 2517 | 12064.0 | 0.776 | 17628 | 109 | 0.817 | 0.173 | 4/21/2022 |
| 779809908 | Existing Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 2 | 2 | 2 | 3084.0 | 0 | 3084.0 | 0.861 | 12739 | 96 | 0.882 | 0.000 | 6/1/2022 |
| 816310158 | Existing Customer | 49 | M | 4 | Uneducated | Unknown | $60K - $80K | Blue | 44 | 1 | 3 | 2 | 12375.0 | 2263 | 10112.0 | 1.044 | 14500 | 106 | 0.582 | 0.183 | 6/14/2019 |
| 780349833 | Existing Customer | 36 | M | 2 | College | Married | $40K - $60K | Gold | 23 | 1 | 1 | 3 | 23981.0 | 0 | 23981.0 | 0.827 | 15236 | 120 | 0.875 | 0.000 | 7/22/2020 |
| 818235408 | Existing Customer | 30 | M | 0 | College | Married | $60K - $80K | Blue | 25 | 2 | 3 | 1 | 19534.0 | 0 | 19534.0 | 0.616 | 15634 | 118 | 0.639 | 0.000 | 10/30/2019 |
| 709213458 | Attrited Customer | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 22993.0 | 0 | 22993.0 | 1.004 | 7867 | 75 | 0.786 | 0.000 | 11/27/2021 |
| 719634408 | Existing Customer | 51 | M | 2 | Unknown | Single | $120K + | Silver | 31 | 2 | 2 | 2 | 34516.0 | 585 | 33931.0 | 0.875 | 13534 | 104 | 0.825 | 0.017 | 7/14/2021 |
| 709934808 | Existing Customer | 59 | M | 1 | Unknown | Single | $40K - $60K | Silver | 51 | 2 | 2 | 1 | 15164.0 | 1071 | 14093.0 | 0.900 | 13062 | 103 | 0.717 | 0.071 | 1/14/2020 |
| 712238958 | Existing Customer | 45 | M | 4 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 7231.0 | 1047 | 6184.0 | 0.947 | 15571 | 115 | 0.797 | 0.145 | 9/12/2022 |
| 711813258 | Existing Customer | 56 | M | 2 | College | Single | $60K - $80K | Gold | 43 | 2 | 1 | 2 | 34516.0 | 2022 | 32494.0 | 0.761 | 13633 | 116 | 0.785 | 0.059 | 11/11/2022 |
| 789983133 | Existing Customer | 31 | M | 2 | Graduate | Unknown | $80K - $120K | Silver | 22 | 2 | 3 | 2 | 34516.0 | 1780 | 32736.0 | 0.839 | 14185 | 98 | 0.690 | 0.052 | 3/15/2020 |
| 792139308 | Existing Customer | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 42 | 1 | 2 | 3 | 9215.0 | 639 | 8576.0 | 0.646 | 13345 | 114 | 0.754 | 0.069 | 11/27/2019 |
| 718123608 | Existing Customer | 32 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 1 | 2 | 25438.0 | 1907 | 23531.0 | 0.741 | 16485 | 104 | 0.793 | 0.075 | 8/12/2019 |
| 715369008 | Existing Customer | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3759.0 | 0 | 3759.0 | 0.722 | 15331 | 106 | 0.767 | 0.000 | 11/20/2021 |
| 717556758 | Existing Customer | 52 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 3029.0 | 2267 | 762.0 | 0.842 | 14934 | 113 | 0.823 | 0.748 | 5/28/2022 |
| 718252533 | Attrited Customer | 30 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 18 | 5 | 1 | 1 | 4203.0 | 996 | 3207.0 | 0.705 | 7292 | 68 | 0.700 | 0.237 | 9/29/2022 |
| 716340783 | Existing Customer | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 1 | 1 | 2 | 21526.0 | 1320 | 20206.0 | 0.762 | 14441 | 105 | 0.875 | 0.061 | 2/19/2019 |
| 717898758 | Attrited Customer | 55 | F | 2 | Graduate | Married | Less than $40K | Silver | 45 | 6 | 3 | 3 | 12207.0 | 0 | 12207.0 | 0.319 | 5838 | 74 | 1.056 | 0.000 | 3/21/2019 |
| 825743583 | Existing Customer | 39 | F | 2 | Graduate | Single | Unknown | Silver | 35 | 1 | 3 | 3 | 32089.0 | 1971 | 30118.0 | 0.671 | 13796 | 121 | 0.833 | 0.061 | 11/28/2021 |
| 717711108 | Existing Customer | 43 | F | 3 | Unknown | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 3541.0 | 1042 | 2499.0 | 0.774 | 14511 | 123 | 0.708 | 0.294 | 3/21/2019 |
| 789791808 | Existing Customer | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 32 | 2 | 2 | 2 | 7139.0 | 1512 | 5627.0 | 1.106 | 14802 | 112 | 0.750 | 0.212 | 7/27/2019 |
| 807971658 | Existing Customer | 47 | F | 3 | Unknown | Married | Less than $40K | Blue | 42 | 1 | 2 | 3 | 3669.0 | 2517 | 1152.0 | 0.830 | 13931 | 112 | 0.836 | 0.686 | 6/5/2022 |
| 770220558 | Attrited Customer | 57 | M | 3 | Unknown | Single | $60K - $80K | Blue | 51 | 1 | 6 | 1 | 5859.0 | 0 | 5859.0 | 0.914 | 8004 | 82 | 0.708 | 0.000 | 6/4/2022 |
| 818239983 | Existing Customer | 53 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 48 | 2 | 1 | 2 | 15594.0 | 1590 | 14004.0 | 0.679 | 13016 | 118 | 0.616 | 0.102 | 12/1/2019 |
| 712544358 | Existing Customer | 48 | M | 3 | Graduate | Married | $120K + | Gold | 36 | 1 | 4 | 2 | 34516.0 | 1823 | 32693.0 | 1.062 | 15552 | 108 | 0.831 | 0.053 | 3/6/2020 |
| 720306408 | Existing Customer | 50 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 6704.0 | 0 | 6704.0 | 0.856 | 12576 | 103 | 0.776 | 0.000 | 6/20/2020 |
| 721488858 | Existing Customer | 53 | M | 3 | Uneducated | Married | $60K - $80K | Silver | 38 | 1 | 3 | 2 | 32417.0 | 871 | 31546.0 | 0.911 | 14381 | 121 | 0.862 | 0.027 | 4/13/2021 |
| 710771433 | Existing Customer | 48 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 2754.0 | 2152 | 602.0 | 0.821 | 13991 | 125 | 0.761 | 0.781 | 6/14/2020 |
| 708662583 | Attrited Customer | 41 | M | 3 | Unknown | Married | $60K - $80K | Silver | 29 | 1 | 3 | 4 | 27945.0 | 0 | 27945.0 | 0.902 | 8345 | 70 | 1.059 | 0.000 | 8/20/2019 |
| 717663033 | Existing Customer | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 35 | 1 | 2 | 2 | 34516.0 | 1068 | 33448.0 | 0.966 | 16428 | 123 | 0.809 | 0.031 | 7/6/2019 |
| 721524858 | Existing Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Blue | 37 | 1 | 2 | 3 | 7098.0 | 1829 | 5269.0 | 0.557 | 13139 | 102 | 0.789 | 0.258 | 6/26/2019 |
| 788778033 | Existing Customer | 39 | F | 2 | College | Single | Less than $40K | Silver | 20 | 1 | 2 | 3 | 12338.0 | 1277 | 11061.0 | 0.828 | 15869 | 109 | 0.758 | 0.104 | 12/2/2019 |
| 708649683 | Existing Customer | 51 | M | 2 | High School | Single | $60K - $80K | Blue | 42 | 1 | 3 | 2 | 16703.0 | 1140 | 15563.0 | 0.555 | 15472 | 122 | 0.768 | 0.068 | 9/21/2021 |
| 708770883 | Existing Customer | 43 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 24 | 2 | 2 | 2 | 16667.0 | 1463 | 15204.0 | 0.803 | 15301 | 115 | 0.797 | 0.088 | 1/15/2019 |
| 708152358 | Attrited Customer | 54 | M | 1 | Post-Graduate | Unknown | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 18512.0 | 1664 | 16848.0 | 0.889 | 8019 | 57 | 0.583 | 0.090 | 5/1/2020 |
| 719210133 | Existing Customer | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 35 | 2 | 3 | 1 | 14131.0 | 1333 | 12798.0 | 0.767 | 12779 | 103 | 0.689 | 0.094 | 7/31/2020 |
| 714690633 | Existing Customer | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 3276.0 | 1474 | 1802.0 | 0.759 | 14212 | 116 | 0.681 | 0.450 | 3/1/2019 |
| 719719158 | Existing Customer | 38 | M | 4 | Post-Graduate | Single | $80K - $120K | Silver | 36 | 1 | 3 | 1 | 34516.0 | 1435 | 33081.0 | 0.865 | 15584 | 114 | 0.839 | 0.042 | 7/16/2021 |
| 712690458 | Existing Customer | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 1 | 1 | 2 | 3629.0 | 1891 | 1738.0 | 0.917 | 15982 | 113 | 0.687 | 0.521 | 12/28/2022 |
| 718758783 | Existing Customer | 44 | F | 4 | Unknown | Single | Less than $40K | Silver | 36 | 2 | 3 | 3 | 13067.0 | 1943 | 11124.0 | 0.850 | 15172 | 118 | 1.034 | 0.149 | 6/6/2021 |
| 716947083 | Existing Customer | 32 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 3845.0 | 1871 | 1974.0 | 0.847 | 14593 | 110 | 0.803 | 0.487 | 12/3/2022 |
| 709075533 | Attrited Customer | 41 | M | 5 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 12094.0 | 0 | 12094.0 | 0.995 | 8607 | 90 | 0.957 | 0.000 | 7/19/2021 |
| 712952283 | Existing Customer | 50 | M | 3 | Graduate | Married | $120K + | Blue | 35 | 1 | 1 | 2 | 34516.0 | 1638 | 32878.0 | 0.761 | 14474 | 121 | 0.833 | 0.047 | 10/6/2020 |
| 718799958 | Existing Customer | 60 | F | 1 | Graduate | Married | Unknown | Blue | 52 | 2 | 3 | 3 | 13312.0 | 1974 | 11338.0 | 0.898 | 14336 | 106 | 0.656 | 0.148 | 10/12/2019 |
| 718663983 | Existing Customer | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 3466.0 | 2517 | 949.0 | 0.699 | 13140 | 94 | 0.709 | 0.726 | 2/14/2022 |
| 789550458 | Existing Customer | 59 | M | 0 | High School | Single | $40K - $60K | Silver | 52 | 1 | 2 | 1 | 15223.0 | 1729 | 13494.0 | 0.863 | 14230 | 111 | 0.790 | 0.114 | 5/29/2020 |
| 708226833 | Existing Customer | 53 | M | 1 | High School | Married | $120K + | Gold | 44 | 1 | 6 | 3 | 34516.0 | 831 | 33685.0 | 0.727 | 13247 | 107 | 0.754 | 0.024 | 8/29/2022 |
| 714361083 | Attrited Customer | 40 | F | 2 | College | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 5989.0 | 0 | 5989.0 | 0.311 | 5843 | 60 | 0.176 | 0.000 | 3/8/2022 |
| 714608583 | Attrited Customer | 45 | M | 5 | High School | Divorced | $120K + | Blue | 36 | 2 | 3 | 2 | 5287.0 | 0 | 5287.0 | 0.841 | 8392 | 69 | 0.683 | 0.000 | 10/11/2019 |
| 710775483 | Existing Customer | 53 | M | 1 | High School | Unknown | $40K - $60K | Blue | 43 | 2 | 1 | 3 | 9060.0 | 0 | 9060.0 | 0.775 | 14305 | 102 | 0.645 | 0.000 | 2/26/2019 |
| 709410033 | Existing Customer | 56 | M | 2 | High School | Unknown | $80K - $120K | Blue | 36 | 1 | 1 | 1 | 4731.0 | 831 | 3900.0 | 0.960 | 14952 | 118 | 0.788 | 0.176 | 6/21/2021 |
| 717173358 | Existing Customer | 60 | F | 0 | Graduate | Single | $40K - $60K | Blue | 47 | 1 | 2 | 3 | 9502.0 | 1881 | 7621.0 | 0.717 | 14418 | 100 | 0.754 | 0.198 | 3/23/2020 |
| 719773158 | Existing Customer | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 3 | 0 | 29738.0 | 2370 | 27368.0 | 0.806 | 14270 | 97 | 0.902 | 0.080 | 11/26/2021 |
| 771292233 | Existing Customer | 48 | F | 1 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 1 | 2 | 3918.0 | 813 | 3105.0 | 1.149 | 15867 | 103 | 1.060 | 0.208 | 10/16/2020 |
| 756371058 | Existing Customer | 58 | F | 1 | Unknown | Married | Less than $40K | Blue | 40 | 1 | 2 | 3 | 3944.0 | 1006 | 2938.0 | 0.782 | 15315 | 124 | 0.851 | 0.255 | 3/26/2021 |
| 709476033 | Existing Customer | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 48 | 2 | 1 | 2 | 6577.0 | 1800 | 4777.0 | 0.786 | 14229 | 120 | 0.690 | 0.274 | 9/8/2020 |
| 770560683 | Existing Customer | 51 | M | 1 | Graduate | Married | $120K + | Gold | 37 | 2 | 3 | 1 | 34516.0 | 2417 | 32099.0 | 0.947 | 13021 | 117 | 0.625 | 0.070 | 4/4/2020 |
| 788766933 | Existing Customer | 46 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 1 | 3 | 1 | 34516.0 | 714 | 33802.0 | 0.883 | 14279 | 97 | 0.764 | 0.021 | 9/14/2021 |
| 713550483 | Existing Customer | 45 | M | 4 | Graduate | Unknown | $60K - $80K | Blue | 33 | 1 | 5 | 1 | 8670.0 | 1930 | 6740.0 | 0.933 | 13767 | 96 | 0.655 | 0.223 | 1/26/2019 |
| 709928358 | Attrited Customer | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 20 | 1 | 2 | 2 | 32554.0 | 0 | 32554.0 | 0.872 | 8528 | 87 | 1.122 | 0.000 | 11/20/2022 |
| 713895633 | Existing Customer | 56 | F | 1 | High School | Unknown | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 8331.0 | 0 | 8331.0 | 0.705 | 14324 | 103 | 0.689 | 0.000 | 7/10/2020 |
| 720471108 | Existing Customer | 34 | F | 4 | High School | Single | Unknown | Silver | 26 | 2 | 2 | 2 | 32056.0 | 1668 | 30388.0 | 0.771 | 12595 | 106 | 0.683 | 0.052 | 1/19/2021 |
| 718192608 | Existing Customer | 48 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 15524.0 | 1148 | 14376.0 | 0.829 | 13819 | 106 | 0.710 | 0.074 | 6/19/2019 |
| 805485933 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 1 | 3 | 4010.0 | 2517 | 1493.0 | 0.710 | 14354 | 101 | 0.629 | 0.628 | 9/22/2021 |
| 712517808 | Existing Customer | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 2 | 4 | 3 | 3275.0 | 1525 | 1750.0 | 0.749 | 14830 | 112 | 0.697 | 0.466 | 8/17/2022 |
| 780604083 | Existing Customer | 49 | M | 1 | Unknown | Single | $60K - $80K | Blue | 37 | 1 | 2 | 2 | 18349.0 | 1209 | 17140.0 | 0.738 | 16422 | 110 | 0.803 | 0.066 | 12/1/2019 |
| 715311183 | Existing Customer | 35 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 24 | 2 | 3 | 1 | 3388.0 | 1659 | 1729.0 | 0.842 | 13557 | 100 | 0.724 | 0.490 | 8/25/2019 |
| 712265508 | Attrited Customer | 32 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 14 | 1 | 1 | 3 | 4015.0 | 0 | 4015.0 | 1.045 | 8363 | 65 | 0.806 | 0.000 | 12/21/2022 |
| 715051608 | Attrited Customer | 34 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 9719.0 | 2517 | 7202.0 | 0.906 | 9183 | 51 | 0.700 | 0.259 | 10/13/2022 |
| 757786608 | Existing Customer | 33 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 24 | 2 | 3 | 2 | 4178.0 | 2463 | 1715.0 | 0.815 | 16216 | 107 | 0.814 | 0.590 | 10/5/2020 |
| 714303483 | Existing Customer | 40 | M | 2 | College | Married | $40K - $60K | Gold | 31 | 1 | 2 | 1 | 3735.0 | 1474 | 2261.0 | 0.798 | 15039 | 130 | 0.757 | 0.395 | 11/28/2021 |
| 718728108 | Existing Customer | 43 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 30 | 1 | 3 | 1 | 29856.0 | 1576 | 28280.0 | 0.800 | 14887 | 119 | 0.545 | 0.053 | 12/27/2021 |
| 710019933 | Existing Customer | 29 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 22 | 2 | 3 | 3 | 11522.0 | 1203 | 10319.0 | 0.847 | 13720 | 119 | 0.831 | 0.104 | 3/18/2020 |
| 812453283 | Existing Customer | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 3161.0 | 1788 | 1373.0 | 0.865 | 13692 | 117 | 0.828 | 0.566 | 12/26/2020 |
| 717439983 | Attrited Customer | 48 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 14774.0 | 2517 | 12257.0 | 0.979 | 8293 | 63 | 0.703 | 0.170 | 8/20/2019 |
| 714391683 | Attrited Customer | 39 | M | 4 | Unknown | Married | $60K - $80K | Gold | 36 | 4 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.841 | 8248 | 66 | 0.650 | 0.073 | 1/1/2022 |
| 827901183 | Existing Customer | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 2 | 2 | 1 | 5118.0 | 980 | 4138.0 | 0.786 | 14593 | 109 | 0.627 | 0.191 | 9/26/2019 |
| 708841233 | Attrited Customer | 41 | M | 2 | College | Married | $80K - $120K | Blue | 33 | 2 | 3 | 3 | 14682.0 | 2517 | 12165.0 | 1.041 | 8193 | 72 | 0.846 | 0.171 | 11/16/2020 |
| 710663508 | Existing Customer | 42 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 1 | 2 | 2 | 3108.0 | 2280 | 828.0 | 0.844 | 14763 | 99 | 0.800 | 0.734 | 5/11/2019 |
| 716439258 | Existing Customer | 32 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 3223.0 | 1413 | 1810.0 | 1.009 | 13648 | 103 | 0.635 | 0.438 | 10/18/2021 |
| 719610708 | Existing Customer | 43 | M | 1 | Graduate | Married | $120K + | Blue | 34 | 5 | 1 | 3 | 28612.0 | 2517 | 26095.0 | 0.712 | 14727 | 105 | 0.641 | 0.088 | 9/30/2022 |
| 715026258 | Existing Customer | 50 | M | 1 | Graduate | Married | $60K - $80K | Silver | 37 | 1 | 1 | 1 | 6224.0 | 777 | 5447.0 | 0.743 | 13503 | 112 | 0.623 | 0.125 | 5/16/2022 |
| 711706458 | Existing Customer | 44 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 27 | 1 | 2 | 1 | 24134.0 | 1290 | 22844.0 | 0.814 | 13311 | 110 | 0.642 | 0.053 | 2/14/2019 |
| 712180308 | Existing Customer | 36 | M | 4 | High School | Single | $120K + | Blue | 36 | 1 | 3 | 3 | 27929.0 | 1898 | 26031.0 | 0.725 | 14755 | 123 | 0.732 | 0.068 | 6/2/2019 |
| 802622733 | Existing Customer | 44 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 34 | 1 | 3 | 3 | 3657.0 | 0 | 3657.0 | 0.785 | 14802 | 95 | 0.667 | 0.000 | 9/8/2022 |
| 778832883 | Existing Customer | 47 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 28 | 1 | 3 | 1 | 8257.0 | 961 | 7296.0 | 0.741 | 13769 | 104 | 0.857 | 0.116 | 7/15/2020 |
| 788671608 | Existing Customer | 45 | F | 4 | College | Single | $40K - $60K | Gold | 30 | 1 | 2 | 1 | 23051.0 | 1836 | 21215.0 | 0.743 | 14393 | 107 | 0.814 | 0.080 | 4/1/2020 |
| 718023708 | Existing Customer | 53 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 42 | 2 | 1 | 3 | 14839.0 | 2226 | 12613.0 | 0.828 | 14625 | 115 | 0.769 | 0.150 | 10/8/2020 |
| 718692258 | Existing Customer | 43 | M | 3 | Unknown | Married | $60K - $80K | Blue | 34 | 1 | 3 | 1 | 3755.0 | 1591 | 2164.0 | 0.883 | 14402 | 110 | 0.803 | 0.424 | 6/20/2021 |
| 718357458 | Existing Customer | 48 | M | 5 | Unknown | Single | $60K - $80K | Blue | 36 | 2 | 3 | 0 | 3862.0 | 0 | 3862.0 | 0.807 | 15282 | 125 | 0.712 | 0.000 | 6/26/2022 |
| 714003483 | Existing Customer | 37 | M | 1 | Doctorate | Unknown | $60K - $80K | Blue | 36 | 1 | 3 | 1 | 7539.0 | 0 | 7539.0 | 1.023 | 15293 | 129 | 0.743 | 0.000 | 4/15/2020 |
| 713632983 | Attrited Customer | 43 | M | 4 | High School | Married | $80K - $120K | Blue | 35 | 2 | 3 | 2 | 10588.0 | 503 | 10085.0 | 0.918 | 7886 | 70 | 0.750 | 0.048 | 10/28/2020 |
| 711008508 | Existing Customer | 59 | M | 2 | Graduate | Single | $40K - $60K | Blue | 50 | 2 | 1 | 2 | 11808.0 | 0 | 11808.0 | 0.813 | 13751 | 113 | 0.823 | 0.000 | 2/7/2020 |
| 815230458 | Existing Customer | 31 | M | 1 | High School | Divorced | $40K - $60K | Silver | 26 | 1 | 1 | 3 | 15504.0 | 1277 | 14227.0 | 0.612 | 14181 | 126 | 0.615 | 0.082 | 10/18/2022 |
| 719612583 | Attrited Customer | 52 | F | 4 | Uneducated | Divorced | Unknown | Blue | 42 | 4 | 4 | 1 | 12091.0 | 0 | 12091.0 | 0.898 | 8127 | 74 | 0.805 | 0.000 | 1/21/2019 |
| 709514433 | Existing Customer | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 33 | 2 | 1 | 1 | 13818.0 | 609 | 13209.0 | 0.787 | 13209 | 101 | 0.656 | 0.044 | 4/9/2019 |
| 815826708 | Existing Customer | 53 | F | 2 | Unknown | Married | $40K - $60K | Blue | 48 | 2 | 3 | 3 | 4442.0 | 1107 | 3335.0 | 0.822 | 14437 | 109 | 0.912 | 0.249 | 1/14/2019 |
| 815520333 | Existing Customer | 55 | M | 3 | High School | Married | $60K - $80K | Blue | 50 | 2 | 1 | 2 | 5282.0 | 1144 | 4138.0 | 0.800 | 13513 | 115 | 0.597 | 0.217 | 9/18/2020 |
| 718661958 | Existing Customer | 41 | M | 3 | College | Married | $80K - $120K | Blue | 28 | 1 | 1 | 3 | 34516.0 | 1617 | 32899.0 | 0.625 | 13083 | 93 | 0.722 | 0.047 | 3/24/2019 |
| 788980983 | Existing Customer | 55 | M | 1 | High School | Single | $80K - $120K | Blue | 42 | 1 | 4 | 2 | 34516.0 | 1583 | 32933.0 | 0.824 | 12192 | 112 | 0.672 | 0.046 | 1/19/2020 |
| 721171008 | Existing Customer | 31 | F | 1 | Unknown | Married | Less than $40K | Silver | 36 | 2 | 3 | 1 | 10353.0 | 1520 | 8833.0 | 0.724 | 15028 | 124 | 0.746 | 0.147 | 8/16/2021 |
| 714682233 | Existing Customer | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 43 | 1 | 4 | 1 | 9959.0 | 0 | 9959.0 | 0.751 | 14948 | 125 | 0.866 | 0.000 | 8/7/2020 |
| 720736608 | Existing Customer | 42 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 6280.0 | 2181 | 4099.0 | 0.795 | 14109 | 92 | 0.878 | 0.347 | 3/5/2019 |
| 718333983 | Attrited Customer | 57 | M | 4 | Unknown | Divorced | $120K + | Blue | 36 | 2 | 2 | 3 | 13694.0 | 2219 | 11475.0 | 1.078 | 9040 | 63 | 0.800 | 0.162 | 10/1/2022 |
| 772207683 | Existing Customer | 34 | M | 2 | Graduate | Single | Less than $40K | Blue | 23 | 1 | 3 | 2 | 8940.0 | 1518 | 7422.0 | 0.726 | 14459 | 97 | 0.702 | 0.170 | 8/2/2022 |
| 714794133 | Existing Customer | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 45 | 2 | 3 | 1 | 6546.0 | 1908 | 4638.0 | 0.697 | 14103 | 112 | 0.672 | 0.291 | 9/9/2022 |
| 756639708 | Existing Customer | 46 | F | 2 | Unknown | Married | Unknown | Silver | 39 | 1 | 1 | 2 | 32587.0 | 992 | 31595.0 | 1.139 | 15958 | 113 | 0.687 | 0.030 | 1/6/2021 |
| 713686008 | Existing Customer | 38 | M | 2 | Graduate | Single | $60K - $80K | Blue | 25 | 1 | 1 | 1 | 11474.0 | 0 | 11474.0 | 0.628 | 13041 | 98 | 0.661 | 0.000 | 8/30/2019 |
| 713475633 | Existing Customer | 40 | M | 5 | Unknown | Single | $120K + | Silver | 31 | 1 | 3 | 3 | 34516.0 | 2203 | 32313.0 | 0.728 | 14204 | 96 | 0.920 | 0.064 | 11/16/2019 |
| 717518733 | Attrited Customer | 56 | F | 2 | High School | Married | Less than $40K | Blue | 46 | 4 | 3 | 3 | 9463.0 | 764 | 8699.0 | 0.994 | 7106 | 61 | 0.906 | 0.081 | 12/8/2021 |
| 712532058 | Existing Customer | 44 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 12552.0 | 1405 | 11147.0 | 0.702 | 15508 | 95 | 0.792 | 0.112 | 11/27/2020 |
| 789666333 | Existing Customer | 39 | M | 2 | Graduate | Single | $60K - $80K | Blue | 24 | 2 | 3 | 2 | 21679.0 | 1073 | 20606.0 | 0.745 | 15581 | 115 | 0.797 | 0.049 | 12/22/2021 |
| 711422358 | Existing Customer | 42 | M | 5 | Post-Graduate | Unknown | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 10531.0 | 2330 | 8201.0 | 0.757 | 14955 | 118 | 0.662 | 0.221 | 1/4/2022 |
| 708510858 | Existing Customer | 60 | F | 1 | Uneducated | Single | Less than $40K | Blue | 47 | 1 | 3 | 2 | 4905.0 | 2413 | 2492.0 | 0.853 | 15478 | 109 | 0.730 | 0.492 | 2/19/2021 |
| 767023308 | Existing Customer | 35 | M | 3 | College | Unknown | $80K - $120K | Silver | 29 | 2 | 2 | 2 | 34516.0 | 0 | 34516.0 | 0.758 | 12847 | 106 | 0.738 | 0.000 | 1/30/2022 |
| 789289383 | Existing Customer | 42 | M | 3 | Graduate | Single | $80K - $120K | Silver | 31 | 2 | 2 | 3 | 34516.0 | 2120 | 32396.0 | 0.900 | 14626 | 97 | 0.644 | 0.061 | 10/27/2022 |
| 708805908 | Attrited Customer | 30 | M | 2 | Graduate | Married | Less than $40K | Silver | 18 | 1 | 1 | 3 | 10017.0 | 726 | 9291.0 | 0.924 | 9299 | 68 | 0.619 | 0.072 | 5/31/2021 |
| 710155158 | Attrited Customer | 37 | M | 2 | Uneducated | Unknown | $80K - $120K | Blue | 18 | 1 | 1 | 2 | 31832.0 | 518 | 31314.0 | 0.972 | 10201 | 59 | 0.788 | 0.016 | 7/13/2021 |
| 713330133 | Existing Customer | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 19 | 2 | 3 | 2 | 5843.0 | 1346 | 4497.0 | 0.641 | 13299 | 95 | 0.863 | 0.230 | 4/19/2022 |
| 714403983 | Existing Customer | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 34427.0 | 1613 | 32814.0 | 0.704 | 13545 | 112 | 0.672 | 0.047 | 2/10/2022 |
| 720353808 | Attrited Customer | 34 | M | 3 | High School | Unknown | $80K - $120K | Silver | 21 | 1 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.794 | 9177 | 50 | 1.083 | 0.000 | 6/13/2019 |
| 710362233 | Existing Customer | 48 | M | 3 | Unknown | Unknown | $80K - $120K | Platinum | 40 | 1 | 2 | 3 | 34516.0 | 1723 | 32793.0 | 0.628 | 13853 | 98 | 0.782 | 0.050 | 7/27/2021 |
| 771484908 | Existing Customer | 31 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 19 | 1 | 3 | 3 | 34516.0 | 1984 | 32532.0 | 0.757 | 14969 | 96 | 0.811 | 0.057 | 3/29/2020 |
| 717047583 | Attrited Customer | 47 | F | 3 | Doctorate | Married | Less than $40K | Blue | 35 | 2 | 3 | 2 | 4779.0 | 2517 | 2262.0 | 0.929 | 8912 | 63 | 0.658 | 0.527 | 4/25/2020 |
| 715694433 | Existing Customer | 51 | M | 1 | Unknown | Single | $60K - $80K | Blue | 22 | 2 | 3 | 3 | 4248.0 | 1177 | 3071.0 | 0.821 | 13958 | 116 | 0.785 | 0.277 | 12/25/2019 |
| 793456983 | Existing Customer | 43 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 37 | 1 | 2 | 3 | 7872.0 | 989 | 6883.0 | 0.809 | 13746 | 104 | 0.733 | 0.126 | 8/25/2019 |
| 715742658 | Existing Customer | 41 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 13 | 1 | 3 | 2 | 6077.0 | 1421 | 4656.0 | 0.739 | 12489 | 97 | 0.764 | 0.234 | 3/15/2020 |
| 715518783 | Existing Customer | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3882.0 | 2029 | 1853.0 | 0.751 | 13980 | 128 | 0.707 | 0.523 | 9/5/2022 |
| 779514558 | Existing Customer | 41 | F | 2 | High School | Married | Less than $40K | Blue | 24 | 1 | 1 | 1 | 7207.0 | 1645 | 5562.0 | 0.969 | 13730 | 96 | 0.745 | 0.228 | 5/14/2022 |
| 720017958 | Existing Customer | 48 | F | 4 | Unknown | Single | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 6121.0 | 1679 | 4442.0 | 0.705 | 14224 | 117 | 0.887 | 0.274 | 8/28/2021 |
| 712895733 | Attrited Customer | 40 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 34516.0 | 572 | 33944.0 | 1.050 | 8659 | 81 | 1.077 | 0.017 | 11/19/2020 |
| 719039283 | Existing Customer | 32 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 3535.0 | 1964 | 1571.0 | 0.661 | 14080 | 85 | 0.809 | 0.556 | 11/13/2021 |
| 719629308 | Attrited Customer | 55 | F | 2 | Unknown | Single | Unknown | Silver | 37 | 2 | 2 | 3 | 34516.0 | 1783 | 32733.0 | 0.821 | 8472 | 80 | 0.739 | 0.052 | 7/26/2019 |
| 754443033 | Attrited Customer | 50 | M | 1 | Graduate | Single | $80K - $120K | Silver | 43 | 6 | 3 | 3 | 34516.0 | 432 | 34084.0 | 0.807 | 9045 | 72 | 1.000 | 0.013 | 11/18/2022 |
| 716159958 | Existing Customer | 49 | M | 2 | Unknown | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 6224.0 | 1329 | 4895.0 | 0.740 | 14238 | 93 | 0.755 | 0.214 | 3/10/2020 |
| 712195383 | Existing Customer | 37 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 9178.0 | 1585 | 7593.0 | 0.617 | 14932 | 110 | 0.803 | 0.173 | 5/4/2021 |
| 822885033 | Existing Customer | 31 | M | 1 | High School | Married | $60K - $80K | Blue | 24 | 2 | 1 | 3 | 4328.0 | 1493 | 2835.0 | 0.651 | 14731 | 120 | 0.765 | 0.345 | 2/25/2022 |
| 716543433 | Existing Customer | 52 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 9959.0 | 1049 | 8910.0 | 0.976 | 15195 | 99 | 0.941 | 0.105 | 6/17/2020 |
| 717403158 | Existing Customer | 60 | F | 0 | Uneducated | Single | Less than $40K | Blue | 47 | 1 | 2 | 2 | 9634.0 | 2076 | 7558.0 | 0.876 | 14218 | 102 | 0.759 | 0.215 | 10/19/2021 |
| 826065258 | Existing Customer | 35 | F | 2 | Unknown | Divorced | Unknown | Blue | 31 | 2 | 2 | 2 | 19033.0 | 1555 | 17478.0 | 1.001 | 16033 | 116 | 0.812 | 0.082 | 8/11/2019 |
| 709397508 | Existing Customer | 48 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 39 | 2 | 3 | 1 | 8624.0 | 1709 | 6915.0 | 0.967 | 15738 | 111 | 0.820 | 0.198 | 5/28/2021 |
| 720748608 | Attrited Customer | 44 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 32 | 1 | 2 | 2 | 3575.0 | 0 | 3575.0 | 0.843 | 7672 | 66 | 0.737 | 0.000 | 9/5/2020 |
| 709823733 | Attrited Customer | 44 | F | 2 | Graduate | Unknown | $40K - $60K | Blue | 34 | 2 | 3 | 3 | 5508.0 | 0 | 5508.0 | 0.890 | 7507 | 78 | 0.733 | 0.000 | 11/25/2022 |
| 713542908 | Existing Customer | 31 | M | 2 | Graduate | Single | Less than $40K | Blue | 19 | 1 | 2 | 3 | 5871.0 | 1829 | 4042.0 | 0.810 | 15645 | 117 | 0.746 | 0.312 | 12/30/2019 |
| 720512433 | Attrited Customer | 56 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 4 | 3 | 15219.0 | 2281 | 12938.0 | 0.832 | 7625 | 78 | 0.950 | 0.150 | 8/28/2020 |
| 713671158 | Existing Customer | 46 | M | 2 | Uneducated | Single | $120K + | Blue | 32 | 2 | 3 | 1 | 34516.0 | 2328 | 32188.0 | 0.855 | 15754 | 121 | 0.729 | 0.067 | 1/23/2021 |
| 802449933 | Existing Customer | 29 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 23 | 1 | 3 | 1 | 8147.0 | 1750 | 6397.0 | 0.751 | 14912 | 114 | 0.869 | 0.215 | 1/10/2022 |
| 716723658 | Existing Customer | 37 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 28 | 1 | 3 | 1 | 3525.0 | 1519 | 2006.0 | 0.685 | 13625 | 110 | 1.000 | 0.431 | 7/3/2019 |
| 710451708 | Existing Customer | 32 | M | 1 | Graduate | Married | $40K - $60K | Blue | 24 | 1 | 1 | 2 | 9711.0 | 972 | 8739.0 | 0.647 | 14926 | 115 | 0.742 | 0.100 | 7/15/2020 |
| 809540733 | Existing Customer | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 47 | 1 | 1 | 1 | 11358.0 | 1425 | 9933.0 | 0.611 | 14327 | 92 | 0.673 | 0.125 | 5/1/2019 |
| 716372358 | Existing Customer | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 1 | 2 | 1 | 6765.0 | 0 | 6765.0 | 0.739 | 14133 | 124 | 0.771 | 0.000 | 7/27/2019 |
| 710162133 | Attrited Customer | 41 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 3 | 6 | 4725.0 | 1253 | 3472.0 | 1.008 | 9134 | 77 | 0.974 | 0.265 | 1/1/2020 |
| 710878308 | Attrited Customer | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 3 | 3699.0 | 913 | 2786.0 | 0.866 | 7297 | 71 | 0.690 | 0.247 | 12/16/2022 |
| 710262408 | Existing Customer | 29 | M | 1 | Graduate | Married | $80K - $120K | Silver | 36 | 1 | 2 | 1 | 34516.0 | 1666 | 32850.0 | 0.820 | 13971 | 116 | 0.812 | 0.048 | 12/26/2021 |
| 713975433 | Existing Customer | 32 | F | 0 | High School | Divorced | Less than $40K | Blue | 25 | 2 | 3 | 0 | 8851.0 | 1753 | 7098.0 | 0.627 | 14783 | 110 | 0.864 | 0.198 | 4/10/2019 |
| 771244383 | Existing Customer | 52 | F | 1 | College | Unknown | Less than $40K | Blue | 39 | 1 | 2 | 1 | 8506.0 | 0 | 8506.0 | 0.719 | 14289 | 113 | 0.638 | 0.000 | 11/30/2020 |
| 710405808 | Existing Customer | 48 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3442.0 | 1229 | 2213.0 | 0.810 | 14618 | 100 | 0.724 | 0.357 | 1/7/2022 |
| 715542783 | Existing Customer | 33 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 1 | 3 | 2 | 3731.0 | 0 | 3731.0 | 0.767 | 13234 | 92 | 0.840 | 0.000 | 10/6/2019 |
| 815840283 | Existing Customer | 51 | F | 2 | Unknown | Married | Less than $40K | Blue | 46 | 1 | 6 | 3 | 7744.0 | 1893 | 5851.0 | 0.813 | 16059 | 124 | 0.722 | 0.244 | 12/1/2021 |
| 788908308 | Existing Customer | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 2 | 3 | 2 | 5972.0 | 0 | 5972.0 | 0.606 | 14227 | 116 | 0.706 | 0.000 | 1/6/2021 |
| 789394833 | Existing Customer | 47 | M | 2 | Unknown | Divorced | $80K - $120K | Blue | 37 | 1 | 2 | 2 | 21714.0 | 1969 | 19745.0 | 0.944 | 13270 | 104 | 0.625 | 0.091 | 5/16/2021 |
| 712609533 | Existing Customer | 32 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 15 | 2 | 2 | 1 | 3371.0 | 1530 | 1841.0 | 0.828 | 13432 | 118 | 0.815 | 0.454 | 2/5/2019 |
| 710237283 | Existing Customer | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 1 | 1 | 9546.0 | 960 | 8586.0 | 0.710 | 14211 | 111 | 0.657 | 0.101 | 7/2/2020 |
| 770766633 | Existing Customer | 28 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 14 | 2 | 3 | 3 | 3848.0 | 0 | 3848.0 | 0.841 | 14054 | 105 | 0.694 | 0.000 | 1/11/2020 |
| 823837158 | Existing Customer | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 40 | 1 | 3 | 1 | 9199.0 | 1230 | 7969.0 | 0.591 | 15367 | 123 | 0.685 | 0.134 | 1/5/2020 |
| 712123008 | Existing Customer | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 31 | 2 | 3 | 1 | 13381.0 | 1845 | 11536.0 | 0.883 | 14532 | 116 | 0.871 | 0.138 | 1/2/2022 |
| 711727083 | Existing Customer | 50 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 2833.0 | 1622 | 1211.0 | 0.951 | 14341 | 101 | 0.712 | 0.573 | 4/13/2019 |
| 720033033 | Existing Customer | 53 | F | 2 | Post-Graduate | Single | Unknown | Blue | 41 | 2 | 2 | 3 | 15101.0 | 1396 | 13705.0 | 0.692 | 13545 | 96 | 0.655 | 0.092 | 4/7/2021 |
| 787723758 | Existing Customer | 58 | F | 3 | Unknown | Married | Less than $40K | Blue | 48 | 2 | 1 | 2 | 3603.0 | 1465 | 2138.0 | 0.630 | 14235 | 101 | 0.656 | 0.407 | 2/15/2022 |
| 770926158 | Existing Customer | 51 | F | 0 | Doctorate | Single | Less than $40K | Blue | 38 | 2 | 2 | 2 | 4132.0 | 2517 | 1615.0 | 0.786 | 13820 | 129 | 0.697 | 0.609 | 7/26/2021 |
| 711360783 | Existing Customer | 39 | F | 0 | College | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 4366.0 | 1870 | 2496.0 | 0.814 | 15451 | 127 | 0.764 | 0.428 | 5/31/2021 |
| 708285108 | Existing Customer | 42 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 6128.0 | 2239 | 3889.0 | 0.768 | 13505 | 116 | 0.681 | 0.365 | 3/3/2020 |
| 713390433 | Attrited Customer | 44 | M | 3 | Graduate | Unknown | $60K - $80K | Gold | 29 | 2 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.579 | 6782 | 67 | 0.763 | 0.073 | 5/4/2022 |
| 718096608 | Existing Customer | 44 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 1 | 2 | 3 | 6882.0 | 1930 | 4952.0 | 0.915 | 13836 | 113 | 0.766 | 0.280 | 1/29/2021 |
| 719094333 | Existing Customer | 46 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 33 | 1 | 2 | 1 | 13490.0 | 1567 | 11923.0 | 0.795 | 13159 | 105 | 0.750 | 0.116 | 1/17/2022 |
| 813764283 | Existing Customer | 39 | M | 3 | High School | Married | $80K - $120K | Blue | 34 | 2 | 1 | 2 | 17978.0 | 1820 | 16158.0 | 0.850 | 15657 | 114 | 0.810 | 0.101 | 2/26/2019 |
| 713398158 | Existing Customer | 45 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 30 | 2 | 2 | 2 | 3821.0 | 1673 | 2148.0 | 0.869 | 15005 | 89 | 0.712 | 0.438 | 5/25/2019 |
| 711227883 | Existing Customer | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 21 | 2 | 3 | 3 | 3624.0 | 1641 | 1983.0 | 0.833 | 15824 | 121 | 0.779 | 0.453 | 5/17/2021 |
| 810040908 | Existing Customer | 42 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 1 | 3 | 1 | 3787.0 | 824 | 2963.0 | 0.809 | 16220 | 120 | 0.690 | 0.218 | 2/16/2019 |
| 772640808 | Existing Customer | 38 | F | 1 | College | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 4623.0 | 1366 | 3257.0 | 0.776 | 14730 | 118 | 0.735 | 0.295 | 3/7/2021 |
| 784907658 | Existing Customer | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 2 | 1 | 2 | 4343.0 | 2220 | 2123.0 | 1.045 | 14463 | 119 | 0.776 | 0.511 | 1/25/2019 |
| 794692158 | Existing Customer | 43 | F | 3 | High School | Unknown | $40K - $60K | Silver | 25 | 1 | 2 | 1 | 17328.0 | 0 | 17328.0 | 0.820 | 15367 | 105 | 0.641 | 0.000 | 9/14/2022 |
| 718383183 | Existing Customer | 51 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 2 | 1 | 1 | 3803.0 | 2437 | 1366.0 | 0.809 | 14397 | 117 | 0.746 | 0.641 | 12/3/2019 |
| 721156758 | Existing Customer | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 44 | 1 | 2 | 1 | 23889.0 | 603 | 23286.0 | 0.792 | 13360 | 124 | 0.968 | 0.025 | 12/4/2020 |
| 811793433 | Existing Customer | 50 | F | 3 | Graduate | Divorced | Unknown | Silver | 45 | 2 | 1 | 2 | 34516.0 | 2381 | 32135.0 | 0.748 | 15071 | 103 | 0.717 | 0.069 | 5/29/2022 |
| 712010358 | Attrited Customer | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 3999.0 | 0 | 3999.0 | 0.938 | 7567 | 76 | 0.652 | 0.000 | 7/26/2021 |
| 719420058 | Existing Customer | 44 | M | 4 | Unknown | Single | $80K - $120K | Blue | 26 | 1 | 2 | 1 | 11782.0 | 2177 | 9605.0 | 0.875 | 16605 | 110 | 0.692 | 0.185 | 7/7/2022 |
| 809459733 | Existing Customer | 43 | F | 4 | Unknown | Single | Less than $40K | Blue | 38 | 2 | 1 | 2 | 3220.0 | 0 | 3220.0 | 0.782 | 13339 | 90 | 0.698 | 0.000 | 9/10/2019 |
| 798783858 | Existing Customer | 48 | F | 3 | Unknown | Unknown | $40K - $60K | Blue | 42 | 2 | 1 | 1 | 9742.0 | 2517 | 7225.0 | 0.692 | 13082 | 92 | 0.804 | 0.258 | 11/2/2019 |
| 711432258 | Attrited Customer | 55 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 2 | 4 | 2 | 4178.0 | 0 | 4178.0 | 0.882 | 7914 | 54 | 0.862 | 0.000 | 11/16/2019 |
| 721294533 | Existing Customer | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 1 | 1 | 1 | 34516.0 | 738 | 33778.0 | 0.719 | 15143 | 121 | 0.635 | 0.021 | 8/8/2021 |
| 718425333 | Existing Customer | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 32 | 1 | 1 | 3 | 26819.0 | 1657 | 25162.0 | 0.816 | 14450 | 111 | 0.762 | 0.062 | 3/16/2022 |
| 714294183 | Attrited Customer | 54 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 44 | 1 | 3 | 3 | 9580.0 | 132 | 9448.0 | 0.320 | 5385 | 51 | 0.308 | 0.014 | 8/1/2020 |
| 714637908 | Existing Customer | 47 | F | 4 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 2 | 1 | 7940.0 | 1669 | 6271.0 | 0.696 | 15445 | 118 | 0.934 | 0.210 | 10/11/2021 |
| 712341933 | Existing Customer | 39 | M | 1 | Graduate | Single | $60K - $80K | Gold | 36 | 1 | 3 | 2 | 34516.0 | 1662 | 32854.0 | 0.751 | 13578 | 105 | 0.615 | 0.048 | 4/28/2022 |
| 708332808 | Existing Customer | 47 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 39 | 2 | 2 | 2 | 3471.0 | 0 | 3471.0 | 0.871 | 14381 | 115 | 0.742 | 0.000 | 8/2/2019 |
| 708354858 | Attrited Customer | 51 | M | 2 | Unknown | Single | $120K + | Blue | 42 | 2 | 4 | 2 | 14938.0 | 0 | 14938.0 | 0.758 | 8192 | 80 | 0.778 | 0.000 | 5/13/2019 |
| 766649283 | Existing Customer | 49 | F | 3 | Graduate | Divorced | Unknown | Blue | 42 | 2 | 2 | 3 | 14072.0 | 1917 | 12155.0 | 0.653 | 13432 | 107 | 0.981 | 0.136 | 2/24/2021 |
| 817951083 | Existing Customer | 58 | F | 1 | Unknown | Married | $40K - $60K | Silver | 53 | 1 | 3 | 3 | 15928.0 | 1527 | 14401.0 | 0.838 | 14678 | 125 | 0.712 | 0.096 | 9/27/2020 |
| 708301683 | Attrited Customer | 40 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 20798.0 | 1059 | 19739.0 | 1.049 | 8038 | 90 | 0.837 | 0.051 | 11/15/2019 |
| 713655108 | Existing Customer | 60 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 2 | 3 | 1 | 9752.0 | 1423 | 8329.0 | 0.872 | 14220 | 108 | 0.964 | 0.146 | 10/10/2019 |
| 714560358 | Existing Customer | 53 | M | 1 | Unknown | Single | $40K - $60K | Blue | 45 | 1 | 2 | 1 | 3234.0 | 1514 | 1720.0 | 0.846 | 13803 | 100 | 0.695 | 0.468 | 5/6/2022 |
| 712113558 | Attrited Customer | 45 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 24844.0 | 1273 | 23571.0 | 0.437 | 6549 | 75 | 0.974 | 0.051 | 3/8/2022 |
| 710603958 | Existing Customer | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 1 | 3 | 3090.0 | 0 | 3090.0 | 0.769 | 14198 | 101 | 0.804 | 0.000 | 4/3/2021 |
| 720597108 | Attrited Customer | 48 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 1 | 9943.0 | 2138 | 7805.0 | 0.949 | 8325 | 54 | 1.000 | 0.215 | 4/30/2019 |
| 713810658 | Existing Customer | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 3384.0 | 799 | 2585.0 | 0.737 | 13152 | 100 | 0.754 | 0.236 | 3/27/2020 |
| 721519908 | Existing Customer | 29 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 3640.0 | 1419 | 2221.0 | 0.749 | 13306 | 99 | 0.678 | 0.390 | 9/6/2022 |
| 712025958 | Existing Customer | 42 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 35 | 1 | 2 | 3 | 34516.0 | 1420 | 33096.0 | 0.848 | 14672 | 110 | 0.803 | 0.041 | 10/4/2021 |
| 794740458 | Existing Customer | 45 | F | 3 | Graduate | Married | Less than $40K | Silver | 39 | 1 | 2 | 3 | 10186.0 | 1608 | 8578.0 | 0.712 | 14023 | 106 | 0.767 | 0.158 | 5/28/2021 |
| 709814883 | Existing Customer | 45 | F | 2 | High School | Single | Less than $40K | Platinum | 36 | 1 | 3 | 1 | 15987.0 | 2262 | 13725.0 | 0.714 | 15513 | 127 | 0.649 | 0.141 | 11/12/2019 |
| 719767683 | Attrited Customer | 46 | M | 0 | College | Single | $80K - $120K | Blue | 39 | 2 | 3 | 3 | 16983.0 | 0 | 16983.0 | 1.061 | 8526 | 79 | 0.837 | 0.000 | 3/14/2019 |
| 715321008 | Attrited Customer | 39 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 6 | 3 | 3 | 34516.0 | 2517 | 31999.0 | 1.052 | 7866 | 63 | 0.750 | 0.073 | 5/17/2020 |
| 710106933 | Existing Customer | 32 | M | 2 | Uneducated | Single | $80K - $120K | Silver | 20 | 2 | 3 | 3 | 34516.0 | 2136 | 32380.0 | 0.849 | 14667 | 119 | 0.750 | 0.062 | 11/22/2022 |
| 716655858 | Existing Customer | 38 | M | 2 | High School | Single | $80K - $120K | Blue | 31 | 1 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.768 | 14036 | 99 | 0.768 | 0.000 | 12/3/2022 |
| 778260108 | Existing Customer | 50 | F | 4 | Unknown | Married | $40K - $60K | Blue | 41 | 1 | 2 | 2 | 4268.0 | 1509 | 2759.0 | 0.562 | 14351 | 112 | 0.867 | 0.354 | 2/7/2021 |
| 713986908 | Existing Customer | 50 | F | 2 | High School | Married | Unknown | Blue | 40 | 2 | 3 | 2 | 10748.0 | 1084 | 9664.0 | 0.868 | 16541 | 126 | 0.680 | 0.101 | 12/31/2019 |
| 780042633 | Attrited Customer | 37 | F | 2 | Unknown | Married | Unknown | Silver | 21 | 2 | 2 | 2 | 31718.0 | 0 | 31718.0 | 0.910 | 7432 | 64 | 0.641 | 0.000 | 6/25/2022 |
| 713269533 | Attrited Customer | 42 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 9959.0 | 2517 | 7442.0 | 0.884 | 8847 | 85 | 0.771 | 0.253 | 2/4/2019 |
| 713868033 | Existing Customer | 53 | M | 1 | College | Married | $80K - $120K | Silver | 36 | 2 | 2 | 2 | 34516.0 | 1484 | 33032.0 | 1.015 | 16373 | 114 | 0.900 | 0.043 | 7/26/2019 |
| 708103608 | Existing Customer | 52 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 1 | 5 | 1 | 11898.0 | 2517 | 9381.0 | 0.745 | 15798 | 128 | 0.730 | 0.212 | 12/21/2021 |
| 789684258 | Attrited Customer | 57 | M | 2 | Post-Graduate | Single | $80K - $120K | Silver | 43 | 2 | 3 | 3 | 34516.0 | 1847 | 32669.0 | 0.557 | 7842 | 61 | 0.794 | 0.054 | 1/24/2022 |
| 779067408 | Existing Customer | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 27 | 1 | 3 | 1 | 13056.0 | 1890 | 11166.0 | 0.713 | 14280 | 102 | 0.672 | 0.145 | 8/9/2020 |
| 712231308 | Existing Customer | 60 | M | 0 | Graduate | Single | Less than $40K | Silver | 47 | 1 | 1 | 3 | 14002.0 | 1413 | 12589.0 | 0.621 | 13849 | 128 | 0.882 | 0.101 | 10/27/2020 |
| 761079783 | Attrited Customer | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 33 | 5 | 3 | 6 | 5500.0 | 442 | 5058.0 | 0.609 | 7720 | 67 | 0.558 | 0.080 | 10/26/2020 |
| 787518258 | Attrited Customer | 49 | M | 3 | Uneducated | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8549.0 | 0 | 8549.0 | 1.023 | 9192 | 77 | 0.791 | 0.000 | 1/30/2021 |
| 717631908 | Attrited Customer | 56 | M | 2 | Unknown | Married | Less than $40K | Blue | 44 | 5 | 3 | 1 | 4390.0 | 0 | 4390.0 | 1.005 | 8454 | 69 | 0.769 | 0.000 | 3/6/2022 |
| 769396158 | Attrited Customer | 55 | M | 1 | College | Single | $80K - $120K | Blue | 43 | 2 | 2 | 3 | 24884.0 | 0 | 24884.0 | 0.072 | 5107 | 53 | 0.293 | 0.000 | 11/10/2019 |
| 713462508 | Existing Customer | 55 | F | 2 | Graduate | Married | Unknown | Blue | 41 | 1 | 1 | 1 | 3591.0 | 1760 | 1831.0 | 0.507 | 13289 | 121 | 0.754 | 0.490 | 5/15/2019 |
| 716717733 | Attrited Customer | 55 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 2 | 5 | 4 | 4841.0 | 859 | 3982.0 | 1.003 | 8918 | 87 | 0.977 | 0.177 | 4/15/2022 |
| 709383933 | Attrited Customer | 31 | M | 2 | Unknown | Unknown | $80K - $120K | Blue | 18 | 2 | 1 | 3 | 4246.0 | 2517 | 1729.0 | 0.951 | 8102 | 66 | 0.886 | 0.593 | 9/23/2021 |
| 717283008 | Existing Customer | 44 | F | 4 | Graduate | Single | Unknown | Blue | 36 | 2 | 1 | 2 | 7469.0 | 1378 | 6091.0 | 0.859 | 15225 | 108 | 0.862 | 0.184 | 6/8/2021 |
| 793449333 | Existing Customer | 54 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 48 | 2 | 3 | 2 | 29974.0 | 2114 | 27860.0 | 0.925 | 15190 | 115 | 0.855 | 0.071 | 1/11/2020 |
| 710873583 | Existing Customer | 58 | M | 1 | Graduate | Married | $60K - $80K | Blue | 48 | 2 | 3 | 2 | 20724.0 | 2221 | 18503.0 | 0.769 | 14215 | 109 | 0.703 | 0.107 | 1/15/2021 |
| 718486608 | Existing Customer | 53 | M | 2 | High School | Single | $120K + | Blue | 36 | 2 | 2 | 2 | 21079.0 | 1431 | 19648.0 | 0.688 | 13930 | 96 | 0.655 | 0.068 | 7/31/2019 |
| 716748483 | Existing Customer | 59 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 3720.0 | 1569 | 2151.0 | 0.891 | 16208 | 129 | 0.792 | 0.422 | 6/25/2020 |
| 715113933 | Attrited Customer | 54 | M | 1 | Unknown | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 11077.0 | 573 | 10504.0 | 0.973 | 8165 | 87 | 0.776 | 0.052 | 2/23/2021 |
| 711160233 | Existing Customer | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 19 | 2 | 3 | 1 | 12024.0 | 0 | 12024.0 | 0.823 | 14551 | 105 | 0.780 | 0.000 | 3/11/2019 |
| 715714458 | Attrited Customer | 48 | M | 5 | Graduate | Single | $40K - $60K | Blue | 38 | 2 | 3 | 3 | 4446.0 | 0 | 4446.0 | 0.963 | 8753 | 76 | 0.949 | 0.000 | 8/28/2019 |
| 709615458 | Existing Customer | 54 | M | 3 | Graduate | Married | $120K + | Blue | 44 | 2 | 1 | 3 | 34516.0 | 862 | 33654.0 | 0.815 | 15034 | 111 | 0.762 | 0.025 | 11/22/2020 |
| 719955558 | Existing Customer | 32 | M | 0 | Unknown | Married | Less than $40K | Silver | 24 | 2 | 2 | 3 | 11511.0 | 0 | 11511.0 | 0.867 | 14436 | 123 | 0.640 | 0.000 | 7/28/2022 |
| 713072358 | Existing Customer | 42 | M | 2 | Graduate | Married | $80K - $120K | Silver | 31 | 2 | 1 | 3 | 34516.0 | 1356 | 33160.0 | 0.710 | 12878 | 104 | 0.825 | 0.039 | 4/13/2020 |
| 721402233 | Existing Customer | 42 | M | 3 | Uneducated | Married | $120K + | Blue | 28 | 2 | 3 | 1 | 19192.0 | 1507 | 17685.0 | 0.594 | 15615 | 125 | 0.736 | 0.079 | 11/16/2022 |
| 713691633 | Existing Customer | 29 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 36 | 1 | 1 | 1 | 3076.0 | 0 | 3076.0 | 0.924 | 15514 | 123 | 0.892 | 0.000 | 12/9/2021 |
| 708866133 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 32 | 2 | 1 | 2 | 4196.0 | 1331 | 2865.0 | 0.537 | 14545 | 116 | 0.841 | 0.317 | 4/15/2021 |
| 757256358 | Existing Customer | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 38 | 1 | 3 | 3 | 3243.0 | 1580 | 1663.0 | 1.075 | 15710 | 122 | 0.743 | 0.487 | 9/11/2021 |
| 784868958 | Existing Customer | 56 | F | 1 | High School | Married | Unknown | Blue | 49 | 1 | 2 | 1 | 17542.0 | 2517 | 15025.0 | 0.800 | 13939 | 138 | 0.792 | 0.143 | 9/24/2019 |
| 710845308 | Existing Customer | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 32949.0 | 1190 | 31759.0 | 0.664 | 14892 | 113 | 0.638 | 0.036 | 12/23/2020 |
| 719368533 | Existing Customer | 41 | F | 2 | Doctorate | Married | Unknown | Silver | 28 | 1 | 3 | 3 | 32250.0 | 1289 | 30961.0 | 0.703 | 15785 | 100 | 0.786 | 0.040 | 3/12/2021 |
| 718337733 | Existing Customer | 50 | F | 2 | Graduate | Married | Unknown | Gold | 40 | 2 | 1 | 1 | 34516.0 | 1826 | 32690.0 | 0.718 | 14994 | 121 | 0.833 | 0.053 | 6/3/2022 |
| 715132758 | Existing Customer | 52 | F | 2 | College | Divorced | $40K - $60K | Gold | 43 | 2 | 2 | 3 | 23981.0 | 2114 | 21867.0 | 0.721 | 15281 | 100 | 0.724 | 0.088 | 8/4/2021 |
| 712556433 | Existing Customer | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 43 | 1 | 2 | 3 | 4090.0 | 1649 | 2441.0 | 0.752 | 15497 | 92 | 0.673 | 0.403 | 11/13/2019 |
| 718947558 | Existing Customer | 32 | F | 0 | High School | Single | Unknown | Blue | 21 | 2 | 3 | 1 | 4251.0 | 2295 | 1956.0 | 0.628 | 15574 | 115 | 0.797 | 0.540 | 2/21/2020 |
| 710303208 | Existing Customer | 52 | F | 1 | High School | Single | Less than $40K | Blue | 40 | 2 | 1 | 1 | 4119.0 | 2517 | 1602.0 | 0.754 | 15215 | 121 | 0.862 | 0.611 | 8/19/2021 |
| 804158583 | Existing Customer | 60 | M | 1 | High School | Married | Less than $40K | Silver | 55 | 2 | 2 | 3 | 13399.0 | 1456 | 11943.0 | 0.856 | 16493 | 122 | 0.649 | 0.109 | 7/6/2019 |
| 711720408 | Existing Customer | 44 | F | 0 | Unknown | Married | Less than $40K | Blue | 34 | 1 | 3 | 3 | 9070.0 | 1273 | 7797.0 | 0.637 | 15211 | 129 | 0.743 | 0.140 | 3/30/2022 |
| 715808808 | Existing Customer | 48 | F | 4 | Uneducated | Married | Unknown | Blue | 36 | 2 | 6 | 1 | 7469.0 | 1216 | 6253.0 | 0.771 | 13614 | 104 | 0.600 | 0.163 | 5/2/2022 |
| 715076358 | Attrited Customer | 57 | M | 1 | Post-Graduate | Unknown | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 23714.0 | 0 | 23714.0 | 0.981 | 8463 | 62 | 0.824 | 0.000 | 8/11/2020 |
| 718343058 | Existing Customer | 52 | F | 2 | High School | Divorced | Less than $40K | Blue | 40 | 1 | 2 | 3 | 5240.0 | 2517 | 2723.0 | 0.780 | 14161 | 105 | 0.875 | 0.480 | 3/19/2022 |
| 769667583 | Attrited Customer | 34 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 28 | 2 | 3 | 2 | 3744.0 | 0 | 3744.0 | 0.796 | 8202 | 69 | 0.769 | 0.000 | 10/20/2019 |
| 709013208 | Existing Customer | 40 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 15594.0 | 1690 | 13904.0 | 0.690 | 16101 | 127 | 0.608 | 0.108 | 11/6/2019 |
| 716004258 | Existing Customer | 45 | M | 4 | High School | Single | $60K - $80K | Blue | 35 | 1 | 1 | 3 | 8449.0 | 2092 | 6357.0 | 0.709 | 17634 | 120 | 0.667 | 0.248 | 2/4/2020 |
| 715645908 | Attrited Customer | 59 | M | 0 | High School | Single | $80K - $120K | Gold | 48 | 5 | 2 | 6 | 34516.0 | 0 | 34516.0 | 0.969 | 8480 | 71 | 0.821 | 0.000 | 10/19/2020 |
| 717724233 | Existing Customer | 43 | M | 3 | Unknown | Unknown | $80K - $120K | Blue | 28 | 2 | 1 | 3 | 9959.0 | 734 | 9225.0 | 0.860 | 16732 | 116 | 0.812 | 0.074 | 4/12/2019 |
| 719850933 | Existing Customer | 30 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 4192.0 | 1734 | 2458.0 | 0.753 | 13345 | 106 | 0.893 | 0.414 | 9/22/2021 |
| 790131033 | Existing Customer | 38 | F | 1 | High School | Married | Less than $40K | Blue | 31 | 2 | 6 | 3 | 3416.0 | 2517 | 899.0 | 0.925 | 14230 | 105 | 0.780 | 0.737 | 12/27/2019 |
| 721211433 | Existing Customer | 42 | M | 4 | Doctorate | Single | $60K - $80K | Blue | 31 | 2 | 2 | 2 | 3322.0 | 0 | 3322.0 | 0.758 | 13784 | 108 | 0.588 | 0.000 | 10/27/2020 |
| 721290708 | Existing Customer | 50 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 30 | 1 | 3 | 2 | 14217.0 | 1816 | 12401.0 | 0.978 | 15554 | 99 | 0.678 | 0.128 | 9/8/2021 |
| 712107783 | Existing Customer | 49 | M | 4 | College | Single | $60K - $80K | Blue | 35 | 1 | 2 | 2 | 17350.0 | 1817 | 15533.0 | 0.816 | 16132 | 118 | 0.873 | 0.105 | 8/8/2020 |
| 818960133 | Existing Customer | 58 | M | 4 | High School | Married | $60K - $80K | Blue | 53 | 1 | 3 | 0 | 13784.0 | 698 | 13086.0 | 0.750 | 13120 | 91 | 0.784 | 0.051 | 8/4/2020 |
| 713560758 | Existing Customer | 54 | F | 1 | Uneducated | Married | Less than $40K | Blue | 42 | 2 | 2 | 3 | 3181.0 | 2087 | 1094.0 | 0.752 | 13392 | 92 | 0.736 | 0.656 | 1/5/2021 |
| 718579833 | Existing Customer | 39 | F | 3 | Graduate | Unknown | Less than $40K | Blue | 26 | 2 | 2 | 1 | 5325.0 | 2488 | 2837.0 | 0.926 | 13674 | 101 | 0.836 | 0.467 | 5/14/2022 |
| 778643733 | Attrited Customer | 48 | F | 1 | Uneducated | Single | $40K - $60K | Gold | 28 | 3 | 2 | 1 | 23981.0 | 1454 | 22527.0 | 0.925 | 9140 | 64 | 0.684 | 0.061 | 12/22/2022 |
| 770977833 | Existing Customer | 36 | M | 2 | Graduate | Married | Less than $40K | Blue | 23 | 2 | 2 | 3 | 3920.0 | 0 | 3920.0 | 0.813 | 16500 | 102 | 0.729 | 0.000 | 3/13/2019 |
| 708721533 | Existing Customer | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 5158.0 | 1148 | 4010.0 | 0.637 | 13113 | 128 | 0.882 | 0.223 | 12/24/2021 |
| 772300383 | Existing Customer | 57 | F | 2 | Unknown | Married | $40K - $60K | Blue | 46 | 3 | 1 | 3 | 5073.0 | 1533 | 3540.0 | 0.654 | 13420 | 122 | 0.743 | 0.302 | 10/19/2021 |
| 751155783 | Existing Customer | 47 | F | 2 | High School | Married | $40K - $60K | Blue | 40 | 2 | 1 | 3 | 4074.0 | 1868 | 2206.0 | 0.688 | 15005 | 118 | 0.761 | 0.459 | 5/6/2022 |
| 768457008 | Existing Customer | 27 | M | 1 | Graduate | Single | $40K - $60K | Blue | 21 | 2 | 3 | 1 | 10284.0 | 787 | 9497.0 | 0.739 | 13355 | 92 | 0.840 | 0.077 | 2/16/2022 |
| 794494308 | Existing Customer | 42 | M | 3 | Uneducated | Married | $120K + | Platinum | 23 | 3 | 4 | 3 | 34516.0 | 2070 | 32446.0 | 0.880 | 13781 | 102 | 0.545 | 0.060 | 8/23/2020 |
| 710980383 | Attrited Customer | 53 | M | 3 | High School | Single | $80K - $120K | Silver | 33 | 2 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.534 | 6361 | 74 | 1.114 | 0.000 | 12/20/2019 |
| 716663808 | Existing Customer | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 3999.0 | 721 | 3278.0 | 0.847 | 15443 | 102 | 0.672 | 0.180 | 1/8/2019 |
| 712912233 | Existing Customer | 50 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 4 | 1 | 3468.0 | 2221 | 1247.0 | 0.783 | 14222 | 122 | 0.627 | 0.640 | 6/3/2022 |
| 717992433 | Existing Customer | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 3 | 1 | 2 | 11900.0 | 1796 | 10104.0 | 0.651 | 14666 | 101 | 0.980 | 0.151 | 5/19/2021 |
| 709971708 | Attrited Customer | 51 | F | 1 | High School | Single | Unknown | Blue | 41 | 3 | 3 | 2 | 9701.0 | 0 | 9701.0 | 1.024 | 9404 | 62 | 0.824 | 0.000 | 11/26/2022 |
| 715600533 | Existing Customer | 61 | M | 0 | Graduate | Single | $80K - $120K | Gold | 50 | 3 | 3 | 3 | 34516.0 | 1357 | 33159.0 | 0.687 | 13722 | 124 | 0.746 | 0.039 | 8/4/2019 |
| 710153583 | Attrited Customer | 30 | F | 0 | Uneducated | Married | Less than $40K | Blue | 13 | 3 | 1 | 3 | 6075.0 | 0 | 6075.0 | 0.923 | 9242 | 63 | 0.909 | 0.000 | 8/10/2021 |
| 794132808 | Existing Customer | 60 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 54 | 3 | 3 | 3 | 13035.0 | 1285 | 11750.0 | 0.761 | 14585 | 97 | 0.980 | 0.099 | 4/1/2019 |
| 720565458 | Attrited Customer | 43 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 17306.0 | 0 | 17306.0 | 0.400 | 6205 | 65 | 0.806 | 0.000 | 4/30/2020 |
| 715496058 | Attrited Customer | 41 | F | 4 | Uneducated | Single | Less than $40K | Gold | 36 | 3 | 3 | 3 | 15987.0 | 0 | 15987.0 | 0.598 | 7832 | 73 | 0.780 | 0.000 | 4/19/2019 |
| 709015833 | Existing Customer | 42 | M | 2 | Graduate | Single | $60K - $80K | Silver | 36 | 3 | 3 | 2 | 34516.0 | 0 | 34516.0 | 0.774 | 12920 | 132 | 0.737 | 0.000 | 1/30/2022 |
| 718612758 | Existing Customer | 36 | M | 2 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 2 | 34516.0 | 939 | 33577.0 | 0.826 | 15552 | 107 | 0.754 | 0.027 | 1/12/2021 |
| 712438308 | Existing Customer | 27 | F | 1 | High School | Married | Unknown | Blue | 15 | 2 | 1 | 2 | 7469.0 | 0 | 7469.0 | 0.688 | 16730 | 122 | 0.718 | 0.000 | 1/8/2021 |
| 716238483 | Attrited Customer | 59 | M | 0 | College | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 12918.0 | 2352 | 10566.0 | 1.008 | 9138 | 76 | 0.900 | 0.182 | 11/20/2022 |
| 718297683 | Attrited Customer | 59 | F | 1 | High School | Single | Less than $40K | Blue | 50 | 1 | 0 | 3 | 4085.0 | 0 | 4085.0 | 0.787 | 7597 | 71 | 0.690 | 0.000 | 7/14/2021 |
| 712206033 | Existing Customer | 55 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 2 | 3705.0 | 1355 | 2350.0 | 0.742 | 16089 | 119 | 0.725 | 0.366 | 11/4/2021 |
| 710904708 | Existing Customer | 56 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 3 | 1 | 1 | 5319.0 | 921 | 4398.0 | 0.866 | 15048 | 110 | 0.618 | 0.173 | 6/25/2021 |
| 711190233 | Existing Customer | 34 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 4549.0 | 990 | 3559.0 | 0.745 | 13804 | 123 | 0.732 | 0.218 | 9/8/2020 |
| 710535708 | Existing Customer | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 39 | 2 | 3 | 1 | 15894.0 | 1293 | 14601.0 | 0.693 | 14256 | 118 | 0.735 | 0.081 | 1/16/2022 |
| 794573883 | Existing Customer | 32 | M | 1 | Unknown | Single | $40K - $60K | Silver | 16 | 3 | 3 | 1 | 17894.0 | 2517 | 15377.0 | 0.731 | 15305 | 111 | 0.586 | 0.141 | 6/23/2019 |
| 719118708 | Attrited Customer | 49 | F | 3 | Unknown | Single | Less than $40K | Blue | 37 | 2 | 2 | 2 | 5855.0 | 0 | 5855.0 | 0.962 | 9202 | 80 | 0.860 | 0.000 | 8/24/2022 |
| 790201158 | Existing Customer | 60 | F | 1 | Uneducated | Married | Less than $40K | Silver | 54 | 2 | 2 | 3 | 13062.0 | 1731 | 11331.0 | 0.936 | 13609 | 108 | 0.565 | 0.133 | 6/13/2022 |
| 779333883 | Attrited Customer | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 7428.0 | 0 | 7428.0 | 0.873 | 8078 | 62 | 0.722 | 0.000 | 9/23/2019 |
| 719805183 | Existing Customer | 39 | M | 2 | College | Married | Less than $40K | Blue | 19 | 3 | 3 | 2 | 8848.0 | 961 | 7887.0 | 0.884 | 15352 | 117 | 0.671 | 0.109 | 10/14/2021 |
| 721220583 | Existing Customer | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 3 | 1 | 3 | 7362.0 | 1176 | 6186.0 | 0.735 | 17390 | 130 | 0.688 | 0.160 | 2/26/2020 |
| 779685558 | Existing Customer | 53 | M | 5 | Graduate | Single | $120K + | Gold | 36 | 2 | 4 | 1 | 34516.0 | 2088 | 32428.0 | 0.822 | 15290 | 123 | 0.732 | 0.060 | 8/2/2022 |
| 713965683 | Existing Customer | 35 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 28 | 3 | 1 | 2 | 4380.0 | 0 | 4380.0 | 0.719 | 17258 | 121 | 0.704 | 0.000 | 7/10/2022 |
| 710667708 | Existing Customer | 47 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 12510.0 | 1871 | 10639.0 | 0.748 | 14018 | 128 | 0.778 | 0.150 | 4/29/2021 |
| 718979733 | Existing Customer | 52 | M | 5 | Unknown | Single | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 23712.0 | 2195 | 21517.0 | 0.754 | 16258 | 115 | 0.855 | 0.093 | 12/27/2022 |
| 712104333 | Existing Customer | 57 | F | 2 | Doctorate | Single | Less than $40K | Blue | 44 | 2 | 2 | 3 | 9149.0 | 1254 | 7895.0 | 0.762 | 14401 | 100 | 0.754 | 0.137 | 4/2/2020 |
| 793560033 | Existing Customer | 47 | F | 3 | Uneducated | Single | Unknown | Silver | 33 | 2 | 2 | 3 | 34516.0 | 1930 | 32586.0 | 0.930 | 16369 | 125 | 0.736 | 0.056 | 8/5/2020 |
| 779920533 | Existing Customer | 54 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 3784.0 | 2517 | 1267.0 | 0.648 | 15199 | 96 | 0.684 | 0.665 | 10/27/2021 |
| 717480783 | Existing Customer | 39 | M | 1 | High School | Single | $80K - $120K | Blue | 29 | 3 | 1 | 2 | 9680.0 | 2101 | 7579.0 | 0.626 | 15152 | 100 | 0.695 | 0.217 | 10/23/2022 |
| 709066983 | Existing Customer | 50 | M | 4 | High School | Married | $120K + | Blue | 41 | 2 | 2 | 2 | 34516.0 | 2353 | 32163.0 | 0.667 | 15214 | 129 | 0.675 | 0.068 | 9/24/2020 |
| 718528008 | Existing Customer | 60 | F | 1 | High School | Married | Less than $40K | Blue | 47 | 2 | 3 | 1 | 3845.0 | 1460 | 2385.0 | 0.857 | 14432 | 106 | 0.828 | 0.380 | 9/18/2020 |
| 712390683 | Existing Customer | 41 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 27 | 2 | 3 | 1 | 13409.0 | 1255 | 12154.0 | 0.742 | 15573 | 99 | 0.768 | 0.094 | 8/1/2021 |
| 826245858 | Attrited Customer | 50 | M | 2 | Graduate | Single | $80K - $120K | Silver | 40 | 3 | 4 | 6 | 34516.0 | 0 | 34516.0 | 0.801 | 7661 | 79 | 1.079 | 0.000 | 2/19/2019 |
| 712966458 | Existing Customer | 51 | M | 0 | Unknown | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 8065.0 | 0 | 8065.0 | 0.729 | 14807 | 115 | 0.769 | 0.000 | 3/14/2019 |
| 709467183 | Existing Customer | 56 | M | 3 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 2 | 20501.0 | 561 | 19940.0 | 0.779 | 15162 | 99 | 0.678 | 0.027 | 5/2/2022 |
| 710529708 | Existing Customer | 41 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 3 | 3 | 1 | 23260.0 | 1476 | 21784.0 | 0.975 | 15140 | 105 | 0.810 | 0.063 | 12/9/2019 |
| 789817833 | Attrited Customer | 44 | F | 5 | Post-Graduate | Unknown | Less than $40K | Blue | 33 | 3 | 3 | 2 | 9073.0 | 2466 | 6607.0 | 0.446 | 6793 | 60 | 1.069 | 0.272 | 12/26/2022 |
| 712363158 | Existing Customer | 36 | M | 1 | Graduate | Single | $60K - $80K | Blue | 24 | 3 | 2 | 1 | 20101.0 | 1299 | 18802.0 | 0.858 | 14732 | 115 | 0.855 | 0.065 | 9/10/2022 |
| 717060858 | Attrited Customer | 31 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6911.0 | 2517 | 4394.0 | 0.934 | 8123 | 71 | 0.732 | 0.364 | 7/10/2021 |
| 718060983 | Existing Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 3423.0 | 2186 | 1237.0 | 0.671 | 14037 | 120 | 0.875 | 0.639 | 12/14/2019 |
| 711600033 | Existing Customer | 40 | F | 3 | College | Single | Less than $40K | Silver | 36 | 2 | 1 | 0 | 10729.0 | 0 | 10729.0 | 0.680 | 14364 | 108 | 0.636 | 0.000 | 1/30/2020 |
| 709910733 | Existing Customer | 49 | F | 4 | High School | Single | Unknown | Silver | 30 | 2 | 3 | 2 | 34516.0 | 1963 | 32553.0 | 0.758 | 13174 | 86 | 0.792 | 0.057 | 11/12/2021 |
| 757291008 | Attrited Customer | 46 | M | 4 | Unknown | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 34516.0 | 289 | 34227.0 | 0.950 | 8964 | 76 | 1.054 | 0.008 | 8/26/2020 |
| 819376683 | Existing Customer | 54 | M | 1 | Unknown | Single | $80K - $120K | Blue | 49 | 2 | 3 | 3 | 28570.0 | 2027 | 26543.0 | 0.749 | 15130 | 102 | 0.759 | 0.071 | 2/22/2021 |
| 720458883 | Existing Customer | 29 | M | 1 | High School | Married | $60K - $80K | Blue | 16 | 3 | 2 | 1 | 12495.0 | 2517 | 9978.0 | 0.827 | 14524 | 106 | 0.683 | 0.201 | 8/4/2022 |
| 708963258 | Attrited Customer | 46 | M | 3 | College | Married | $60K - $80K | Blue | 39 | 3 | 3 | 2 | 13344.0 | 1907 | 11437.0 | 0.832 | 8534 | 86 | 0.830 | 0.143 | 1/28/2019 |
| 711746133 | Attrited Customer | 50 | M | 1 | Unknown | Single | $120K + | Blue | 37 | 4 | 3 | 2 | 32563.0 | 0 | 32563.0 | 1.013 | 9220 | 81 | 0.884 | 0.000 | 7/25/2022 |
| 715249533 | Existing Customer | 49 | F | 3 | Graduate | Single | Unknown | Blue | 36 | 3 | 2 | 2 | 3375.0 | 0 | 3375.0 | 0.629 | 13992 | 103 | 0.807 | 0.000 | 10/19/2021 |
| 708522033 | Existing Customer | 50 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 12299.0 | 1664 | 10635.0 | 0.879 | 15060 | 90 | 0.915 | 0.135 | 1/23/2020 |
| 708496833 | Attrited Customer | 60 | M | 1 | High School | Single | Less than $40K | Blue | 50 | 4 | 4 | 5 | 4613.0 | 0 | 4613.0 | 0.978 | 8970 | 78 | 1.294 | 0.000 | 11/21/2019 |
| 717464958 | Existing Customer | 55 | F | 2 | Doctorate | Married | Less than $40K | Silver | 36 | 3 | 2 | 1 | 10858.0 | 0 | 10858.0 | 0.787 | 14475 | 111 | 0.682 | 0.000 | 1/27/2020 |
| 751166508 | Existing Customer | 57 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 50 | 3 | 1 | 1 | 34516.0 | 2293 | 32223.0 | 0.799 | 14287 | 114 | 0.754 | 0.066 | 2/10/2020 |
| 795218883 | Existing Customer | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 4207.0 | 1556 | 2651.0 | 0.658 | 15312 | 122 | 0.718 | 0.370 | 1/20/2020 |
| 710856558 | Existing Customer | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3336.0 | 1889 | 1447.0 | 0.850 | 13989 | 105 | 0.567 | 0.566 | 1/11/2021 |
| 721107258 | Existing Customer | 45 | F | 5 | Unknown | Unknown | Less than $40K | Blue | 37 | 2 | 2 | 2 | 5465.0 | 1967 | 3498.0 | 0.644 | 14192 | 115 | 0.667 | 0.360 | 7/26/2019 |
| 716457783 | Existing Customer | 55 | F | 1 | College | Single | Less than $40K | Silver | 36 | 3 | 1 | 3 | 12633.0 | 1661 | 10972.0 | 0.718 | 14378 | 98 | 0.690 | 0.131 | 12/18/2020 |
| 710810883 | Existing Customer | 39 | M | 1 | College | Single | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 34516.0 | 1260 | 33256.0 | 0.877 | 14576 | 95 | 0.759 | 0.037 | 10/7/2019 |
| 710895708 | Attrited Customer | 35 | F | 0 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 3 | 2 | 3876.0 | 0 | 3876.0 | 0.848 | 7712 | 73 | 0.825 | 0.000 | 8/16/2021 |
| 789200208 | Existing Customer | 40 | F | 4 | Uneducated | Married | Unknown | Blue | 29 | 2 | 3 | 3 | 3326.0 | 2181 | 1145.0 | 0.827 | 13583 | 110 | 0.746 | 0.656 | 12/11/2020 |
| 718578708 | Existing Customer | 49 | M | 4 | Post-Graduate | Single | $120K + | Silver | 38 | 3 | 3 | 1 | 34516.0 | 1562 | 32954.0 | 0.618 | 14212 | 100 | 0.667 | 0.045 | 3/21/2019 |
| 719859033 | Attrited Customer | 32 | M | 3 | Graduate | Married | $40K - $60K | Blue | 20 | 2 | 2 | 2 | 3264.0 | 0 | 3264.0 | 0.549 | 6439 | 63 | 0.750 | 0.000 | 6/5/2020 |
| 713036208 | Existing Customer | 46 | M | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 2 | 2 | 2 | 6903.0 | 2091 | 4812.0 | 0.919 | 15751 | 107 | 0.911 | 0.303 | 10/4/2021 |
| 771769383 | Existing Customer | 42 | F | 3 | Unknown | Married | Less than $40K | Blue | 31 | 2 | 3 | 2 | 2940.0 | 0 | 2940.0 | 0.962 | 14792 | 120 | 0.875 | 0.000 | 2/25/2020 |
| 718316058 | Existing Customer | 51 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 38 | 3 | 3 | 1 | 13731.0 | 1375 | 12356.0 | 0.878 | 14826 | 99 | 0.707 | 0.100 | 4/25/2022 |
| 710155983 | Attrited Customer | 52 | M | 1 | Unknown | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 4826.0 | 0 | 4826.0 | 0.954 | 8585 | 62 | 1.000 | 0.000 | 8/5/2022 |
| 779571708 | Attrited Customer | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 25 | 1 | 2 | 3 | 4259.0 | 0 | 4259.0 | 0.934 | 7993 | 71 | 0.651 | 0.000 | 7/22/2021 |
| 718042383 | Existing Customer | 38 | M | 1 | Uneducated | Unknown | $40K - $60K | Blue | 18 | 3 | 3 | 3 | 3523.0 | 1379 | 2144.0 | 0.710 | 15108 | 118 | 0.710 | 0.391 | 4/4/2022 |
| 710244108 | Existing Customer | 44 | M | 3 | College | Married | $60K - $80K | Gold | 34 | 3 | 1 | 3 | 34516.0 | 1543 | 32973.0 | 0.774 | 13967 | 101 | 0.712 | 0.045 | 7/31/2019 |
| 806649333 | Existing Customer | 47 | F | 4 | High School | Unknown | Unknown | Blue | 42 | 3 | 3 | 2 | 16998.0 | 1404 | 15594.0 | 0.785 | 13977 | 127 | 0.693 | 0.083 | 10/4/2020 |
| 789280683 | Existing Customer | 56 | M | 2 | Graduate | Single | $120K + | Blue | 45 | 2 | 2 | 3 | 11714.0 | 898 | 10816.0 | 0.726 | 13956 | 122 | 0.718 | 0.077 | 4/7/2020 |
| 713318733 | Attrited Customer | 32 | M | 0 | College | Single | $60K - $80K | Blue | 24 | 3 | 2 | 3 | 4097.0 | 0 | 4097.0 | 0.836 | 8376 | 64 | 0.684 | 0.000 | 4/4/2022 |
| 709611183 | Attrited Customer | 41 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 3 | 3 | 3952.0 | 0 | 3952.0 | 1.002 | 8241 | 82 | 0.952 | 0.000 | 5/4/2021 |
| 712441308 | Attrited Customer | 41 | F | 4 | Unknown | Single | Unknown | Blue | 25 | 2 | 2 | 3 | 29295.0 | 0 | 29295.0 | 1.411 | 9865 | 65 | 0.711 | 0.000 | 9/19/2022 |
| 709315383 | Existing Customer | 31 | F | 0 | Post-Graduate | Single | Unknown | Blue | 36 | 3 | 3 | 1 | 26423.0 | 0 | 26423.0 | 0.671 | 13575 | 108 | 0.770 | 0.000 | 5/10/2019 |
| 710141208 | Existing Customer | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 3196.0 | 1817 | 1379.0 | 0.731 | 13300 | 104 | 0.677 | 0.569 | 4/9/2019 |
| 711684408 | Attrited Customer | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 3 | 1 | 4935.0 | 1574 | 3361.0 | 1.010 | 8527 | 84 | 0.500 | 0.319 | 6/21/2022 |
| 758331483 | Existing Customer | 31 | M | 0 | Graduate | Single | $60K - $80K | Silver | 24 | 2 | 2 | 2 | 34516.0 | 984 | 33532.0 | 0.913 | 15347 | 109 | 0.787 | 0.029 | 11/2/2020 |
| 715825458 | Attrited Customer | 47 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 12933.0 | 2239 | 10694.0 | 0.445 | 6564 | 56 | 0.514 | 0.173 | 11/10/2022 |
| 708248358 | Existing Customer | 42 | M | 4 | Graduate | Unknown | $60K - $80K | Silver | 30 | 3 | 1 | 3 | 29937.0 | 0 | 29937.0 | 0.746 | 14863 | 109 | 0.627 | 0.000 | 8/25/2021 |
| 779808333 | Existing Customer | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 1 | 2 | 8881.0 | 1901 | 6980.0 | 0.808 | 15530 | 110 | 0.692 | 0.214 | 12/5/2019 |
| 715989108 | Existing Customer | 52 | M | 3 | Unknown | Single | $80K - $120K | Blue | 42 | 3 | 3 | 3 | 27514.0 | 1834 | 25680.0 | 0.769 | 12841 | 100 | 0.786 | 0.067 | 2/6/2022 |
| 714912408 | Existing Customer | 45 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 37 | 3 | 1 | 1 | 32275.0 | 1845 | 30430.0 | 0.841 | 14917 | 88 | 0.796 | 0.057 | 10/27/2021 |
| 827683383 | Existing Customer | 48 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 44 | 3 | 2 | 1 | 4107.0 | 2517 | 1590.0 | 0.779 | 16027 | 112 | 0.723 | 0.613 | 12/14/2022 |
| 719595708 | Existing Customer | 53 | F | 2 | High School | Married | Unknown | Blue | 47 | 3 | 1 | 1 | 7469.0 | 1294 | 6175.0 | 0.869 | 15212 | 124 | 0.746 | 0.173 | 11/4/2022 |
| 711566208 | Existing Customer | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 5023.0 | 1857 | 3166.0 | 0.631 | 14111 | 98 | 0.690 | 0.370 | 2/25/2019 |
| 711161133 | Attrited Customer | 36 | F | 2 | Unknown | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 6071.0 | 0 | 6071.0 | 0.912 | 9338 | 59 | 0.903 | 0.000 | 8/20/2022 |
| 715052583 | Existing Customer | 45 | M | 3 | Doctorate | Single | $60K - $80K | Silver | 34 | 3 | 3 | 1 | 27494.0 | 879 | 26615.0 | 0.671 | 14375 | 112 | 0.672 | 0.032 | 7/3/2022 |
| 714586458 | Existing Customer | 41 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7106.0 | 2031 | 5075.0 | 0.746 | 16377 | 124 | 0.746 | 0.286 | 1/13/2022 |
| 711523533 | Existing Customer | 43 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 31 | 3 | 3 | 1 | 17230.0 | 1805 | 15425.0 | 0.788 | 14781 | 130 | 0.857 | 0.105 | 4/11/2019 |
| 756658083 | Existing Customer | 49 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 42 | 3 | 2 | 1 | 30885.0 | 2018 | 28867.0 | 0.904 | 17350 | 115 | 0.620 | 0.065 | 12/23/2022 |
| 709247808 | Existing Customer | 53 | F | 1 | Unknown | Unknown | Less than $40K | Blue | 43 | 2 | 2 | 2 | 3629.0 | 2517 | 1112.0 | 0.735 | 14205 | 102 | 0.759 | 0.694 | 7/17/2021 |
| 713242383 | Attrited Customer | 39 | M | 2 | Uneducated | Married | $120K + | Silver | 19 | 2 | 1 | 2 | 34516.0 | 796 | 33720.0 | 0.841 | 7721 | 75 | 0.667 | 0.023 | 8/12/2021 |
| 717135333 | Existing Customer | 50 | F | 1 | Graduate | Single | Unknown | Blue | 36 | 3 | 2 | 2 | 17970.0 | 1390 | 16580.0 | 0.724 | 13204 | 97 | 0.796 | 0.077 | 10/3/2022 |
| 716150358 | Existing Customer | 38 | M | 3 | Graduate | Married | Less than $40K | Silver | 27 | 3 | 2 | 3 | 10343.0 | 2070 | 8273.0 | 0.747 | 14805 | 115 | 0.769 | 0.200 | 8/19/2021 |
| 717457008 | Attrited Customer | 43 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 9267.0 | 0 | 9267.0 | 0.866 | 7991 | 90 | 1.093 | 0.000 | 12/25/2021 |
| 711822933 | Existing Customer | 55 | F | 2 | College | Married | $40K - $60K | Blue | 45 | 2 | 3 | 3 | 2985.0 | 1651 | 1334.0 | 0.693 | 14187 | 103 | 0.873 | 0.553 | 8/22/2020 |
| 803968233 | Existing Customer | 39 | F | 2 | Uneducated | Married | Less than $40K | Silver | 34 | 3 | 3 | 3 | 14386.0 | 2517 | 11869.0 | 0.735 | 13377 | 114 | 0.869 | 0.175 | 11/29/2021 |
| 779037408 | Existing Customer | 38 | M | 1 | High School | Single | $40K - $60K | Blue | 19 | 2 | 3 | 3 | 3581.0 | 694 | 2887.0 | 0.673 | 14637 | 109 | 0.787 | 0.194 | 9/20/2019 |
| 709007883 | Existing Customer | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 2 | 3 | 3079.0 | 1267 | 1812.0 | 0.650 | 14540 | 104 | 0.552 | 0.411 | 4/3/2019 |
| 714635883 | Existing Customer | 48 | F | 2 | Unknown | Single | Less than $40K | Blue | 37 | 3 | 3 | 2 | 3594.0 | 1996 | 1598.0 | 0.795 | 14881 | 109 | 0.703 | 0.555 | 6/5/2020 |
| 779914383 | Existing Customer | 34 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 18 | 3 | 2 | 2 | 10488.0 | 1636 | 8852.0 | 0.681 | 14719 | 116 | 0.681 | 0.156 | 2/22/2019 |
| 712841883 | Attrited Customer | 50 | M | 3 | College | Single | $80K - $120K | Silver | 36 | 3 | 3 | 2 | 34516.0 | 2517 | 31999.0 | 0.735 | 7155 | 66 | 0.650 | 0.073 | 3/12/2019 |
| 719582058 | Attrited Customer | 41 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 24001.0 | 1629 | 22372.0 | 0.965 | 9102 | 75 | 0.974 | 0.068 | 2/16/2019 |
| 708387933 | Existing Customer | 49 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 37 | 2 | 1 | 2 | 5500.0 | 0 | 5500.0 | 0.675 | 14357 | 110 | 0.618 | 0.000 | 4/10/2022 |
| 717251508 | Existing Customer | 37 | M | 1 | Uneducated | Married | $120K + | Blue | 17 | 1 | 1 | 3 | 34516.0 | 0 | 34516.0 | 0.776 | 14127 | 116 | 0.731 | 0.000 | 11/6/2020 |
| 710699283 | Existing Customer | 46 | M | 2 | Graduate | Single | $120K + | Blue | 28 | 1 | 1 | 1 | 7790.0 | 1921 | 5869.0 | 0.789 | 14567 | 131 | 0.617 | 0.247 | 4/22/2019 |
| 709141908 | Existing Customer | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 2 | 3 | 1 | 10301.0 | 2451 | 7850.0 | 0.906 | 16359 | 111 | 0.657 | 0.238 | 9/20/2021 |
| 720356133 | Existing Customer | 48 | F | 4 | High School | Single | Unknown | Blue | 36 | 2 | 3 | 1 | 23939.0 | 1419 | 22520.0 | 0.785 | 14812 | 101 | 0.804 | 0.059 | 7/17/2019 |
| 717788958 | Existing Customer | 31 | M | 0 | Graduate | Divorced | $80K - $120K | Blue | 19 | 1 | 1 | 2 | 21615.0 | 570 | 21045.0 | 0.737 | 16464 | 103 | 0.717 | 0.026 | 3/7/2021 |
| 778563858 | Existing Customer | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 1 | 1 | 1 | 8712.0 | 991 | 7721.0 | 0.615 | 14512 | 115 | 0.769 | 0.114 | 5/19/2021 |
| 711096633 | Attrited Customer | 37 | F | 2 | Uneducated | Unknown | Less than $40K | Silver | 29 | 5 | 2 | 6 | 12203.0 | 0 | 12203.0 | 0.900 | 8600 | 94 | 0.843 | 0.000 | 2/19/2020 |
| 716816583 | Existing Customer | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 48 | 1 | 3 | 1 | 15483.0 | 2148 | 13335.0 | 0.738 | 14463 | 94 | 0.774 | 0.139 | 10/7/2019 |
| 719841708 | Existing Customer | 45 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 4 | 3 | 20356.0 | 2031 | 18325.0 | 0.752 | 15180 | 121 | 0.806 | 0.100 | 12/14/2020 |
| 708555633 | Existing Customer | 32 | F | 1 | High School | Single | Less than $40K | Blue | 16 | 2 | 3 | 1 | 3548.0 | 2517 | 1031.0 | 0.818 | 15157 | 97 | 0.865 | 0.709 | 10/8/2021 |
| 714638883 | Existing Customer | 31 | M | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4661.0 | 1835 | 2826.0 | 0.999 | 14257 | 110 | 0.964 | 0.394 | 4/24/2019 |
| 809147283 | Existing Customer | 43 | F | 5 | Graduate | Married | Less than $40K | Gold | 38 | 2 | 2 | 1 | 15987.0 | 1372 | 14615.0 | 0.649 | 15058 | 109 | 0.912 | 0.086 | 6/16/2019 |
| 708197358 | Attrited Customer | 57 | M | 2 | Uneducated | Unknown | $80K - $120K | Blue | 48 | 4 | 1 | 3 | 30543.0 | 264 | 30279.0 | 0.882 | 7784 | 63 | 0.703 | 0.009 | 5/20/2019 |
| 757247808 | Attrited Customer | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 2 | 4 | 3 | 5230.0 | 2517 | 2713.0 | 0.937 | 9495 | 61 | 0.605 | 0.481 | 8/25/2019 |
| 820922733 | Existing Customer | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 38 | 2 | 1 | 2 | 34516.0 | 0 | 34516.0 | 0.674 | 14160 | 124 | 0.771 | 0.000 | 9/17/2020 |
| 807977808 | Existing Customer | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 1 | 3 | 3 | 3246.0 | 2517 | 729.0 | 0.722 | 13671 | 103 | 0.689 | 0.775 | 2/27/2020 |
| 712863183 | Existing Customer | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 2 | 3 | 3 | 10018.0 | 829 | 9189.0 | 0.844 | 13819 | 114 | 0.810 | 0.083 | 4/8/2020 |
| 778825908 | Existing Customer | 43 | F | 2 | Unknown | Single | Less than $40K | Silver | 24 | 1 | 1 | 3 | 10272.0 | 1523 | 8749.0 | 0.869 | 14321 | 113 | 0.794 | 0.148 | 4/18/2022 |
| 713379258 | Existing Customer | 32 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 4097.0 | 1293 | 2804.0 | 0.671 | 15925 | 100 | 0.786 | 0.316 | 3/30/2021 |
| 710232483 | Existing Customer | 49 | F | 1 | Uneducated | Married | Unknown | Blue | 36 | 2 | 3 | 2 | 19846.0 | 2162 | 17684.0 | 0.602 | 16908 | 122 | 0.694 | 0.109 | 4/17/2020 |
| 710170758 | Attrited Customer | 32 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 25 | 6 | 2 | 2 | 4469.0 | 2331 | 2138.0 | 1.006 | 8314 | 67 | 0.763 | 0.522 | 12/25/2022 |
| 803421108 | Existing Customer | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 43 | 1 | 2 | 2 | 20701.0 | 2517 | 18184.0 | 1.023 | 14374 | 113 | 0.823 | 0.122 | 3/4/2020 |
| 792152283 | Existing Customer | 54 | M | 3 | Graduate | Married | $120K + | Blue | 48 | 1 | 3 | 2 | 8426.0 | 0 | 8426.0 | 0.960 | 14378 | 103 | 0.717 | 0.000 | 11/26/2021 |
| 717291333 | Existing Customer | 38 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 29 | 2 | 2 | 2 | 16722.0 | 0 | 16722.0 | 0.719 | 15110 | 113 | 0.823 | 0.000 | 12/6/2019 |
| 714928158 | Existing Customer | 60 | M | 0 | High School | Single | $80K - $120K | Silver | 36 | 1 | 2 | 3 | 34516.0 | 806 | 33710.0 | 0.755 | 13434 | 102 | 0.672 | 0.023 | 8/13/2021 |
| 780511683 | Attrited Customer | 47 | M | 3 | Graduate | Single | $40K - $60K | Blue | 34 | 4 | 3 | 3 | 4413.0 | 232 | 4181.0 | 0.799 | 7869 | 76 | 0.767 | 0.053 | 11/8/2022 |
| 772491333 | Existing Customer | 31 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 21 | 2 | 1 | 2 | 5342.0 | 2005 | 3337.0 | 0.682 | 14738 | 94 | 0.709 | 0.375 | 7/17/2020 |
| 719847108 | Attrited Customer | 52 | M | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 8455.0 | 2517 | 5938.0 | 0.809 | 8124 | 73 | 1.028 | 0.298 | 1/8/2021 |
| 808045833 | Existing Customer | 49 | M | 3 | Uneducated | Single | Less than $40K | Blue | 44 | 2 | 3 | 2 | 7659.0 | 1698 | 5961.0 | 0.992 | 15860 | 105 | 0.750 | 0.222 | 1/4/2019 |
| 708385533 | Attrited Customer | 49 | F | 1 | Graduate | Married | Less than $40K | Silver | 36 | 2 | 3 | 3 | 11059.0 | 0 | 11059.0 | 0.990 | 9524 | 80 | 0.905 | 0.000 | 10/16/2020 |
| 770205708 | Existing Customer | 31 | M | 0 | Unknown | Married | Less than $40K | Blue | 25 | 2 | 3 | 0 | 4093.0 | 0 | 4093.0 | 0.697 | 15495 | 112 | 0.778 | 0.000 | 8/16/2022 |
| 719379858 | Attrited Customer | 39 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 2 | 3 | 24239.0 | 0 | 24239.0 | 0.940 | 8549 | 73 | 0.780 | 0.000 | 7/9/2021 |
| 709657533 | Attrited Customer | 44 | M | 3 | High School | Unknown | $120K + | Blue | 36 | 2 | 3 | 2 | 7793.0 | 2270 | 5523.0 | 0.945 | 8260 | 54 | 0.500 | 0.291 | 7/9/2019 |
| 798788958 | Existing Customer | 32 | M | 1 | High School | Single | $80K - $120K | Blue | 26 | 2 | 3 | 2 | 6407.0 | 1130 | 5277.0 | 0.756 | 14471 | 93 | 0.603 | 0.176 | 10/16/2019 |
| 720011958 | Existing Customer | 57 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 6024.0 | 1532 | 4492.0 | 0.867 | 15763 | 97 | 0.830 | 0.254 | 7/31/2019 |
| 708982158 | Existing Customer | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3352.0 | 2122 | 1230.0 | 0.701 | 14802 | 106 | 0.797 | 0.633 | 3/18/2022 |
| 710803983 | Existing Customer | 44 | M | 1 | Unknown | Married | $80K - $120K | Blue | 33 | 2 | 3 | 1 | 32222.0 | 0 | 32222.0 | 0.844 | 14220 | 95 | 0.610 | 0.000 | 3/31/2021 |
| 719768658 | Existing Customer | 31 | F | 0 | College | Married | Unknown | Silver | 24 | 2 | 3 | 1 | 34516.0 | 2032 | 32484.0 | 0.820 | 14544 | 104 | 0.705 | 0.059 | 3/6/2020 |
| 711355908 | Existing Customer | 44 | F | 3 | Graduate | Unknown | Unknown | Silver | 36 | 2 | 3 | 3 | 34516.0 | 941 | 33575.0 | 0.659 | 12042 | 117 | 0.857 | 0.027 | 7/27/2019 |
| 813153108 | Existing Customer | 49 | M | 4 | College | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 31091.0 | 966 | 30125.0 | 0.570 | 14565 | 108 | 0.742 | 0.031 | 3/4/2021 |
| 712487883 | Attrited Customer | 54 | M | 5 | High School | Married | $80K - $120K | Blue | 48 | 2 | 1 | 3 | 7464.0 | 0 | 7464.0 | 0.865 | 9071 | 74 | 1.000 | 0.000 | 2/14/2019 |
| 753220383 | Attrited Customer | 29 | M | 0 | Graduate | Single | $120K + | Blue | 22 | 2 | 2 | 3 | 11722.0 | 0 | 11722.0 | 0.778 | 8302 | 78 | 0.902 | 0.000 | 1/5/2021 |
| 708340758 | Attrited Customer | 41 | M | 4 | High School | Married | Less than $40K | Blue | 32 | 2 | 3 | 3 | 7769.0 | 0 | 7769.0 | 0.943 | 8109 | 74 | 0.762 | 0.000 | 9/7/2020 |
| 720852108 | Existing Customer | 46 | M | 4 | High School | Divorced | $120K + | Blue | 31 | 2 | 3 | 1 | 3569.0 | 1553 | 2016.0 | 0.798 | 16695 | 116 | 0.681 | 0.435 | 4/26/2020 |
| 716728233 | Existing Customer | 47 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 3216.0 | 1480 | 1736.0 | 0.733 | 14178 | 123 | 0.809 | 0.460 | 12/20/2022 |
| 711863433 | Existing Customer | 30 | M | 1 | Unknown | Unknown | Less than $40K | Blue | 13 | 1 | 3 | 1 | 3789.0 | 1782 | 2007.0 | 0.850 | 15670 | 116 | 0.785 | 0.470 | 10/25/2021 |
| 779422458 | Existing Customer | 31 | F | 1 | Unknown | Divorced | Less than $40K | Blue | 13 | 2 | 2 | 3 | 3533.0 | 1206 | 2327.0 | 0.859 | 16339 | 120 | 0.579 | 0.341 | 9/20/2019 |
| 715573758 | Existing Customer | 43 | M | 4 | Uneducated | Married | $120K + | Silver | 36 | 1 | 2 | 1 | 34516.0 | 1816 | 32700.0 | 0.995 | 15226 | 113 | 0.712 | 0.053 | 7/27/2022 |
| 794530608 | Existing Customer | 52 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 27229.0 | 0 | 27229.0 | 0.795 | 13264 | 120 | 0.667 | 0.000 | 5/18/2021 |
| 718376583 | Attrited Customer | 52 | M | 2 | Graduate | Divorced | $80K - $120K | Silver | 44 | 4 | 3 | 2 | 34516.0 | 751 | 33765.0 | 0.357 | 5806 | 40 | 0.429 | 0.022 | 1/20/2020 |
| 720827133 | Attrited Customer | 43 | F | 3 | Doctorate | Single | Less than $40K | Blue | 30 | 1 | 2 | 2 | 6261.0 | 463 | 5798.0 | 0.889 | 8132 | 64 | 0.600 | 0.074 | 3/4/2019 |
| 767414808 | Existing Customer | 57 | F | 0 | Uneducated | Married | Less than $40K | Blue | 51 | 2 | 3 | 3 | 6996.0 | 2092 | 4904.0 | 0.794 | 15017 | 120 | 0.765 | 0.299 | 12/23/2020 |
| 718919433 | Existing Customer | 52 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 4440.0 | 1149 | 3291.0 | 0.842 | 14973 | 112 | 0.723 | 0.259 | 9/28/2021 |
| 708694983 | Existing Customer | 55 | F | 1 | Uneducated | Unknown | Less than $40K | Blue | 36 | 1 | 2 | 1 | 3150.0 | 2222 | 928.0 | 0.794 | 14750 | 96 | 0.655 | 0.705 | 8/17/2019 |
| 719270358 | Existing Customer | 57 | F | 2 | Doctorate | Divorced | $40K - $60K | Blue | 48 | 2 | 2 | 2 | 4288.0 | 1678 | 2610.0 | 0.643 | 15505 | 113 | 0.687 | 0.391 | 4/24/2019 |
| 708948483 | Attrited Customer | 54 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 2 | 3 | 1 | 34516.0 | 761 | 33755.0 | 0.838 | 8444 | 68 | 0.744 | 0.022 | 3/19/2022 |
| 708462258 | Existing Customer | 51 | F | 1 | High School | Married | Less than $40K | Blue | 38 | 1 | 1 | 2 | 5189.0 | 1171 | 4018.0 | 0.732 | 16563 | 94 | 0.741 | 0.226 | 8/24/2019 |
| 716721483 | Attrited Customer | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 52 | 1 | 2 | 2 | 14458.0 | 2017 | 12441.0 | 0.990 | 8696 | 72 | 0.895 | 0.140 | 4/25/2020 |
| 799011558 | Existing Customer | 43 | M | 3 | Uneducated | Married | $120K + | Blue | 37 | 1 | 2 | 3 | 16909.0 | 1171 | 15738.0 | 0.767 | 15740 | 120 | 0.739 | 0.069 | 5/17/2019 |
| 710697408 | Existing Customer | 41 | F | 5 | Unknown | Married | Less than $40K | Blue | 22 | 2 | 1 | 3 | 6739.0 | 896 | 5843.0 | 0.765 | 15471 | 115 | 0.855 | 0.133 | 9/8/2021 |
| 710527533 | Attrited Customer | 45 | M | 5 | College | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 4982.0 | 0 | 4982.0 | 0.886 | 8586 | 58 | 1.000 | 0.000 | 3/16/2022 |
| 709996833 | Attrited Customer | 31 | M | 1 | Post-Graduate | Single | Less than $40K | Silver | 36 | 6 | 3 | 5 | 12359.0 | 0 | 12359.0 | 0.843 | 7528 | 70 | 0.628 | 0.000 | 1/3/2019 |
| 718531983 | Existing Customer | 51 | M | 3 | High School | Married | $80K - $120K | Blue | 41 | 1 | 3 | 3 | 9959.0 | 2068 | 7891.0 | 0.741 | 13810 | 124 | 0.797 | 0.208 | 1/25/2020 |
| 715554708 | Existing Customer | 53 | M | 1 | High School | Unknown | $120K + | Blue | 34 | 2 | 1 | 2 | 8507.0 | 1484 | 7023.0 | 0.709 | 14949 | 114 | 0.727 | 0.174 | 2/17/2019 |
| 718774533 | Existing Customer | 48 | M | 1 | College | Married | $60K - $80K | Blue | 44 | 2 | 3 | 1 | 15355.0 | 1823 | 13532.0 | 0.809 | 15053 | 111 | 1.018 | 0.119 | 11/4/2020 |
| 712337208 | Existing Customer | 59 | F | 2 | Unknown | Single | Unknown | Blue | 46 | 2 | 3 | 2 | 23731.0 | 1890 | 21841.0 | 0.677 | 13647 | 93 | 0.576 | 0.080 | 12/3/2022 |
| 714022833 | Attrited Customer | 42 | F | 2 | Graduate | Single | $40K - $60K | Silver | 32 | 4 | 3 | 3 | 17909.0 | 0 | 17909.0 | 0.225 | 5977 | 58 | 0.487 | 0.000 | 1/27/2019 |
| 710026458 | Existing Customer | 34 | M | 1 | Unknown | Married | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 3995.0 | 2475 | 1520.0 | 0.817 | 12575 | 99 | 0.800 | 0.620 | 11/6/2019 |
| 710178558 | Attrited Customer | 46 | M | 2 | High School | Married | $60K - $80K | Gold | 38 | 5 | 3 | 6 | 34516.0 | 2517 | 31999.0 | 0.956 | 9314 | 89 | 0.978 | 0.073 | 11/24/2021 |
| 768712383 | Attrited Customer | 51 | M | 5 | Graduate | Divorced | $120K + | Blue | 45 | 6 | 3 | 6 | 34516.0 | 0 | 34516.0 | 0.757 | 8173 | 91 | 1.022 | 0.000 | 10/2/2019 |
| 711156858 | Attrited Customer | 48 | F | 5 | High School | Single | Less than $40K | Blue | 40 | 1 | 4 | 3 | 8297.0 | 2517 | 5780.0 | 0.899 | 9819 | 74 | 0.682 | 0.303 | 3/5/2019 |
| 719799033 | Existing Customer | 52 | M | 1 | Post-Graduate | Unknown | $80K - $120K | Blue | 40 | 2 | 1 | 2 | 5520.0 | 2448 | 3072.0 | 0.862 | 14330 | 116 | 0.681 | 0.443 | 6/4/2020 |
| 720788883 | Existing Customer | 58 | F | 0 | Uneducated | Unknown | Unknown | Blue | 36 | 1 | 2 | 3 | 3736.0 | 2209 | 1527.0 | 0.980 | 15886 | 118 | 0.662 | 0.591 | 5/14/2019 |
| 710306358 | Attrited Customer | 38 | M | 1 | Unknown | Married | $40K - $60K | Blue | 18 | 1 | 1 | 2 | 9664.0 | 1983 | 7681.0 | 0.873 | 7995 | 56 | 0.806 | 0.205 | 10/12/2022 |
| 758617233 | Existing Customer | 56 | F | 5 | Doctorate | Single | Less than $40K | Blue | 49 | 3 | 3 | 2 | 4132.0 | 1559 | 2573.0 | 0.827 | 14781 | 108 | 0.688 | 0.377 | 10/12/2019 |
| 720163458 | Existing Customer | 38 | M | 1 | Uneducated | Unknown | $120K + | Blue | 21 | 4 | 2 | 3 | 28043.0 | 1786 | 26257.0 | 0.802 | 14521 | 109 | 0.847 | 0.064 | 10/23/2022 |
| 708482658 | Existing Customer | 41 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 3 | 2 | 2 | 9959.0 | 1946 | 8013.0 | 0.725 | 15594 | 114 | 0.676 | 0.195 | 2/4/2021 |
| 826148883 | Existing Customer | 45 | M | 2 | Graduate | Married | $120K + | Blue | 41 | 4 | 3 | 1 | 16453.0 | 1660 | 14793.0 | 0.629 | 14762 | 108 | 0.742 | 0.101 | 9/13/2022 |
| 779055033 | Attrited Customer | 43 | F | 3 | Uneducated | Unknown | Less than $40K | Blue | 24 | 1 | 2 | 2 | 8256.0 | 2416 | 5840.0 | 0.696 | 8104 | 64 | 0.730 | 0.293 | 1/4/2019 |
| 713118183 | Existing Customer | 31 | M | 1 | Unknown | Married | $40K - $60K | Blue | 23 | 5 | 1 | 2 | 13427.0 | 1562 | 11865.0 | 0.537 | 13117 | 108 | 0.714 | 0.116 | 1/21/2021 |
| 714103083 | Existing Customer | 47 | M | 2 | College | Married | $40K - $60K | Blue | 37 | 6 | 3 | 1 | 3263.0 | 1525 | 1738.0 | 0.542 | 14649 | 110 | 0.833 | 0.467 | 9/12/2019 |
| 714145233 | Attrited Customer | 34 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 24 | 1 | 2 | 3 | 34516.0 | 400 | 34116.0 | 0.202 | 5112 | 49 | 0.256 | 0.012 | 5/30/2020 |
| 719547033 | Attrited Customer | 40 | M | 4 | Unknown | Married | $80K - $120K | Blue | 31 | 1 | 3 | 6 | 23502.0 | 0 | 23502.0 | 0.839 | 7957 | 60 | 0.875 | 0.000 | 11/7/2020 |
| 720899058 | Existing Customer | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 21 | 6 | 2 | 1 | 7685.0 | 2517 | 5168.0 | 0.745 | 13604 | 116 | 0.731 | 0.328 | 7/3/2020 |
| 789432033 | Attrited Customer | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 23 | 1 | 2 | 3 | 4065.0 | 230 | 3835.0 | 0.779 | 7844 | 64 | 0.730 | 0.057 | 1/3/2021 |
| 717214158 | Existing Customer | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 5 | 3 | 3 | 9815.0 | 0 | 9815.0 | 0.859 | 15475 | 94 | 0.679 | 0.000 | 8/19/2022 |
| 715269483 | Existing Customer | 50 | M | 4 | Post-Graduate | Married | $120K + | Blue | 36 | 4 | 1 | 3 | 17374.0 | 2517 | 14857.0 | 0.743 | 15473 | 128 | 0.707 | 0.145 | 10/12/2019 |
| 718805733 | Existing Customer | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 1 | 7093.0 | 2517 | 4576.0 | 0.745 | 13937 | 120 | 0.846 | 0.355 | 1/10/2020 |
| 789780033 | Existing Customer | 33 | M | 3 | College | Married | $80K - $120K | Silver | 22 | 6 | 2 | 2 | 34516.0 | 917 | 33599.0 | 0.764 | 14202 | 114 | 0.781 | 0.027 | 11/6/2022 |
| 716482533 | Existing Customer | 48 | F | 2 | Unknown | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 3329.0 | 0 | 3329.0 | 0.814 | 14893 | 98 | 0.815 | 0.000 | 6/19/2021 |
| 708319908 | Attrited Customer | 37 | M | 3 | Graduate | Single | $80K - $120K | Blue | 17 | 1 | 1 | 2 | 4116.0 | 1473 | 2643.0 | 1.023 | 8667 | 70 | 0.892 | 0.358 | 4/14/2021 |
| 711663858 | Existing Customer | 28 | M | 1 | Post-Graduate | Single | Unknown | Blue | 13 | 4 | 3 | 3 | 20030.0 | 1204 | 18826.0 | 0.979 | 15862 | 127 | 0.693 | 0.060 | 7/11/2022 |
| 716894658 | Existing Customer | 49 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 44 | 5 | 2 | 2 | 8687.0 | 1763 | 6924.0 | 0.796 | 16824 | 123 | 0.708 | 0.203 | 6/5/2021 |
| 714082308 | Attrited Customer | 39 | M | 3 | High School | Single | $80K - $120K | Blue | 13 | 2 | 1 | 3 | 8656.0 | 0 | 8656.0 | 0.893 | 8056 | 89 | 0.935 | 0.000 | 7/25/2022 |
| 708082083 | Existing Customer | 45 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3544.0 | 1661 | 1883.0 | 0.831 | 15149 | 111 | 0.734 | 0.469 | 7/22/2022 |
| 714820158 | Attrited Customer | 29 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 5988.0 | 660 | 5328.0 | 1.041 | 10211 | 68 | 1.000 | 0.110 | 11/28/2019 |
| 713347608 | Attrited Customer | 54 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 43 | 2 | 3 | 2 | 4917.0 | 0 | 4917.0 | 0.972 | 9442 | 69 | 0.917 | 0.000 | 7/22/2021 |
| 721395633 | Existing Customer | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 41 | 5 | 3 | 3 | 18591.0 | 994 | 17597.0 | 0.737 | 15063 | 108 | 0.662 | 0.053 | 11/25/2021 |
| 721438233 | Existing Customer | 39 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 6 | 3 | 3 | 3297.0 | 1761 | 1536.0 | 0.879 | 15580 | 120 | 0.739 | 0.534 | 6/27/2021 |
| 713987808 | Existing Customer | 43 | F | 3 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5702.0 | 2165 | 3537.0 | 0.790 | 14970 | 120 | 0.935 | 0.380 | 7/18/2022 |
| 721086483 | Existing Customer | 27 | F | 0 | Uneducated | Single | Less than $40K | Silver | 19 | 3 | 3 | 3 | 10982.0 | 2517 | 8465.0 | 0.840 | 13563 | 97 | 0.732 | 0.229 | 10/22/2020 |
| 709969758 | Existing Customer | 43 | M | 3 | Graduate | Single | $60K - $80K | Platinum | 35 | 4 | 3 | 3 | 34516.0 | 1774 | 32742.0 | 0.667 | 13966 | 115 | 0.667 | 0.051 | 10/19/2020 |
| 801502008 | Existing Customer | 37 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 20144.0 | 1195 | 18949.0 | 0.670 | 14287 | 106 | 0.828 | 0.059 | 5/20/2021 |
| 819051183 | Existing Customer | 47 | F | 4 | Graduate | Married | Unknown | Blue | 42 | 4 | 1 | 3 | 16349.0 | 1925 | 14424.0 | 0.833 | 16207 | 114 | 0.810 | 0.118 | 6/1/2022 |
| 710858658 | Existing Customer | 48 | F | 4 | Doctorate | Divorced | Less than $40K | Silver | 38 | 2 | 1 | 2 | 10610.0 | 0 | 10610.0 | 0.664 | 15050 | 108 | 0.742 | 0.000 | 5/28/2020 |
| 716002458 | Existing Customer | 43 | M | 4 | College | Married | $40K - $60K | Blue | 30 | 1 | 1 | 2 | 7386.0 | 656 | 6730.0 | 0.885 | 15691 | 126 | 0.680 | 0.089 | 10/25/2021 |
| 718080558 | Attrited Customer | 41 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 4720.0 | 0 | 4720.0 | 0.978 | 8798 | 67 | 0.675 | 0.000 | 1/18/2019 |
| 788019483 | Existing Customer | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 1 | 3 | 3660.0 | 766 | 2894.0 | 0.535 | 14515 | 122 | 0.848 | 0.209 | 4/5/2019 |
| 716151858 | Existing Customer | 46 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 12932.0 | 1893 | 11039.0 | 0.804 | 15372 | 97 | 0.796 | 0.146 | 4/3/2022 |
| 717241233 | Existing Customer | 60 | F | 1 | Unknown | Single | Less than $40K | Blue | 51 | 3 | 3 | 3 | 6089.0 | 1341 | 4748.0 | 0.757 | 14112 | 123 | 0.809 | 0.220 | 7/13/2022 |
| 713880633 | Attrited Customer | 53 | M | 2 | Unknown | Single | $60K - $80K | Blue | 43 | 2 | 2 | 3 | 5905.0 | 0 | 5905.0 | 0.797 | 8883 | 83 | 0.729 | 0.000 | 10/26/2021 |
| 712374708 | Existing Customer | 28 | F | 0 | Graduate | Married | Unknown | Blue | 15 | 2 | 2 | 2 | 23103.0 | 897 | 22206.0 | 0.913 | 14049 | 120 | 0.714 | 0.039 | 11/8/2021 |
| 721145433 | Existing Customer | 52 | F | 5 | High School | Single | Less than $40K | Silver | 36 | 3 | 2 | 2 | 11280.0 | 1523 | 9757.0 | 0.765 | 16237 | 128 | 0.753 | 0.135 | 11/17/2019 |
| 711398433 | Existing Customer | 38 | M | 0 | High School | Married | $60K - $80K | Blue | 31 | 4 | 3 | 3 | 16565.0 | 1200 | 15365.0 | 0.680 | 16736 | 99 | 0.800 | 0.072 | 11/24/2021 |
| 715601808 | Existing Customer | 50 | M | 3 | Graduate | Married | $120K + | Blue | 41 | 4 | 2 | 3 | 34516.0 | 2253 | 32263.0 | 1.032 | 16692 | 131 | 0.795 | 0.065 | 9/18/2019 |
| 717324183 | Existing Customer | 31 | F | 0 | High School | Single | Less than $40K | Silver | 21 | 3 | 1 | 3 | 14305.0 | 1288 | 13017.0 | 0.774 | 14769 | 119 | 0.630 | 0.090 | 5/19/2022 |
| 720557883 | Existing Customer | 35 | M | 3 | Uneducated | Single | Less than $40K | Blue | 21 | 5 | 2 | 1 | 6104.0 | 1595 | 4509.0 | 0.619 | 15240 | 102 | 0.729 | 0.261 | 11/19/2022 |
| 708759408 | Existing Customer | 48 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 39 | 6 | 3 | 2 | 4207.0 | 0 | 4207.0 | 0.923 | 15124 | 108 | 0.714 | 0.000 | 10/18/2022 |
| 719430483 | Existing Customer | 51 | M | 3 | College | Married | $120K + | Blue | 40 | 3 | 3 | 2 | 34516.0 | 1476 | 33040.0 | 0.763 | 14145 | 119 | 0.776 | 0.043 | 5/26/2019 |
| 758753283 | Attrited Customer | 52 | M | 3 | Doctorate | Married | $120K + | Blue | 45 | 1 | 3 | 3 | 34516.0 | 550 | 33966.0 | 0.674 | 7341 | 71 | 0.732 | 0.016 | 7/11/2021 |
| 716933283 | Existing Customer | 52 | M | 2 | High School | Single | $60K - $80K | Gold | 39 | 4 | 1 | 1 | 34516.0 | 1882 | 32634.0 | 0.743 | 14738 | 116 | 0.758 | 0.055 | 1/21/2019 |
| 773172483 | Attrited Customer | 30 | M | 0 | Graduate | Married | $40K - $60K | Blue | 23 | 6 | 2 | 4 | 4063.0 | 0 | 4063.0 | 0.776 | 7463 | 70 | 0.707 | 0.000 | 6/1/2019 |
| 721459008 | Existing Customer | 36 | M | 2 | High School | Single | $120K + | Blue | 36 | 4 | 1 | 2 | 11791.0 | 1168 | 10623.0 | 0.662 | 14885 | 101 | 0.629 | 0.099 | 8/28/2019 |
| 710639658 | Attrited Customer | 29 | M | 1 | High School | Single | $60K - $80K | Blue | 17 | 6 | 1 | 3 | 17744.0 | 829 | 16915.0 | 0.851 | 9658 | 78 | 0.773 | 0.047 | 2/7/2022 |
| 710710233 | Existing Customer | 58 | M | 4 | Graduate | Married | $120K + | Silver | 45 | 4 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.849 | 15560 | 100 | 0.724 | 0.000 | 6/12/2019 |
| 708996708 | Existing Customer | 55 | M | 1 | Graduate | Single | $80K - $120K | Blue | 46 | 3 | 1 | 1 | 21032.0 | 1409 | 19623.0 | 0.767 | 15584 | 105 | 0.810 | 0.067 | 6/3/2021 |
| 713315433 | Existing Customer | 61 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 48 | 4 | 1 | 2 | 18571.0 | 0 | 18571.0 | 0.594 | 15802 | 118 | 0.686 | 0.000 | 5/13/2020 |
| 712941483 | Attrited Customer | 51 | F | 4 | Post-Graduate | Married | $40K - $60K | Silver | 43 | 1 | 3 | 3 | 3735.0 | 0 | 3735.0 | 0.762 | 6826 | 61 | 0.848 | 0.000 | 10/22/2021 |
| 789890958 | Existing Customer | 53 | F | 4 | High School | Divorced | $40K - $60K | Blue | 43 | 3 | 1 | 2 | 10948.0 | 482 | 10466.0 | 0.742 | 16230 | 111 | 0.947 | 0.044 | 8/16/2019 |
| 714757083 | Attrited Customer | 44 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 37 | 1 | 2 | 2 | 29076.0 | 0 | 29076.0 | 0.770 | 8765 | 84 | 1.211 | 0.000 | 10/5/2020 |
| 789237333 | Existing Customer | 47 | M | 4 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 4 | 2 | 5 | 20237.0 | 1593 | 18644.0 | 0.811 | 15041 | 102 | 1.000 | 0.079 | 8/12/2021 |
| 714949758 | Existing Customer | 51 | F | 3 | Graduate | Single | Unknown | Platinum | 42 | 3 | 1 | 4 | 34516.0 | 1913 | 32603.0 | 0.851 | 16712 | 123 | 0.708 | 0.055 | 11/19/2020 |
| 714136233 | Attrited Customer | 53 | M | 4 | Graduate | Married | $120K + | Blue | 38 | 5 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.854 | 8417 | 72 | 0.714 | 0.000 | 7/30/2020 |
| 778888083 | Attrited Customer | 45 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 2 | 4 | 4307.0 | 0 | 4307.0 | 0.743 | 8697 | 62 | 0.590 | 0.000 | 3/22/2020 |
| 710923533 | Existing Customer | 38 | M | 4 | Unknown | Single | $120K + | Blue | 31 | 3 | 2 | 3 | 34516.0 | 0 | 34516.0 | 0.604 | 15611 | 127 | 0.693 | 0.000 | 2/3/2021 |
| 709385133 | Existing Customer | 42 | F | 2 | Doctorate | Married | Unknown | Blue | 30 | 4 | 3 | 5 | 14828.0 | 1513 | 13315.0 | 0.748 | 15572 | 113 | 0.614 | 0.102 | 1/7/2021 |
| 716836308 | Existing Customer | 29 | M | 1 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3839.0 | 1139 | 2700.0 | 0.632 | 14791 | 124 | 0.771 | 0.297 | 7/25/2022 |
| 720633558 | Existing Customer | 37 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 24 | 3 | 3 | 4 | 3727.0 | 995 | 2732.0 | 0.743 | 14786 | 101 | 0.656 | 0.267 | 10/7/2019 |
| 712846458 | Existing Customer | 45 | M | 4 | High School | Divorced | $80K - $120K | Blue | 39 | 5 | 3 | 4 | 14290.0 | 1432 | 12858.0 | 0.815 | 14709 | 125 | 0.689 | 0.100 | 8/28/2019 |
| 709399908 | Existing Customer | 34 | F | 2 | Graduate | Single | $40K - $60K | Blue | 23 | 4 | 2 | 2 | 7594.0 | 1442 | 6152.0 | 0.753 | 15026 | 99 | 0.678 | 0.190 | 4/29/2022 |
| 772698783 | Existing Customer | 50 | F | 2 | College | Married | Less than $40K | Blue | 40 | 3 | 2 | 4 | 8416.0 | 1549 | 6867.0 | 0.643 | 13988 | 124 | 0.771 | 0.184 | 3/26/2020 |
| 718665033 | Attrited Customer | 44 | M | 5 | Doctorate | Single | $60K - $80K | Silver | 36 | 2 | 3 | 4 | 34140.0 | 0 | 34140.0 | 0.877 | 8177 | 76 | 0.520 | 0.000 | 7/4/2022 |
| 771561183 | Attrited Customer | 42 | F | 4 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 13753.0 | 2517 | 11236.0 | 0.652 | 7464 | 66 | 0.692 | 0.183 | 7/30/2019 |
| 789008508 | Existing Customer | 44 | M | 4 | College | Married | $80K - $120K | Blue | 31 | 2 | 1 | 1 | 3472.0 | 1687 | 1785.0 | 0.645 | 13999 | 119 | 0.725 | 0.486 | 6/3/2019 |
| 719439108 | Existing Customer | 42 | M | 1 | Graduate | Married | $40K - $60K | Silver | 34 | 3 | 3 | 2 | 15315.0 | 1613 | 13702.0 | 0.859 | 14728 | 100 | 0.754 | 0.105 | 10/16/2019 |
| 720817533 | Existing Customer | 54 | M | 1 | Uneducated | Married | $120K + | Blue | 40 | 4 | 1 | 2 | 12086.0 | 1264 | 10822.0 | 0.986 | 15559 | 91 | 0.717 | 0.105 | 12/20/2021 |
| 813901458 | Existing Customer | 60 | M | 1 | High School | Single | $60K - $80K | Silver | 55 | 5 | 5 | 3 | 34516.0 | 1642 | 32874.0 | 0.709 | 14954 | 95 | 0.696 | 0.048 | 12/30/2019 |
| 717783483 | Existing Customer | 47 | F | 5 | Post-Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 1 | 2 | 5016.0 | 2286 | 2730.0 | 0.669 | 17038 | 122 | 0.649 | 0.456 | 3/23/2019 |
| 718299933 | Existing Customer | 42 | M | 3 | High School | Married | $40K - $60K | Blue | 30 | 3 | 3 | 4 | 4333.0 | 739 | 3594.0 | 0.690 | 15903 | 100 | 0.754 | 0.171 | 6/18/2021 |
| 789074358 | Existing Customer | 46 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 2 | 2 | 1 | 10325.0 | 0 | 10325.0 | 0.866 | 16856 | 122 | 0.718 | 0.000 | 8/22/2019 |
| 712036383 | Attrited Customer | 49 | M | 4 | High School | Single | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 18418.0 | 0 | 18418.0 | 0.918 | 9980 | 68 | 0.744 | 0.000 | 12/19/2020 |
| 720618033 | Existing Customer | 43 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 1 | 3 | 2 | 9633.0 | 0 | 9633.0 | 0.638 | 14829 | 90 | 0.800 | 0.000 | 3/8/2019 |
| 720415833 | Existing Customer | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 32 | 3 | 5 | 2 | 3842.0 | 1563 | 2279.0 | 0.781 | 14751 | 107 | 0.726 | 0.407 | 9/27/2021 |
| 720385608 | Existing Customer | 45 | M | 3 | College | Unknown | $80K - $120K | Blue | 31 | 2 | 1 | 4 | 20958.0 | 1936 | 19022.0 | 0.772 | 14314 | 99 | 0.768 | 0.092 | 8/16/2022 |
| 709937583 | Existing Customer | 45 | F | 2 | High School | Single | Unknown | Blue | 34 | 4 | 3 | 2 | 3024.0 | 1835 | 1189.0 | 0.793 | 14220 | 108 | 0.662 | 0.607 | 4/3/2020 |
| 770743983 | Existing Customer | 34 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 20 | 1 | 2 | 3 | 8698.0 | 874 | 7824.0 | 0.708 | 15683 | 94 | 0.709 | 0.100 | 9/25/2020 |
| 715671183 | Attrited Customer | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 6 | 3 | 4 | 6824.0 | 2517 | 4307.0 | 0.972 | 9045 | 67 | 0.595 | 0.369 | 4/21/2020 |
| 711283008 | Existing Customer | 50 | M | 1 | High School | Single | $80K - $120K | Silver | 36 | 4 | 5 | 3 | 34516.0 | 0 | 34516.0 | 0.732 | 16019 | 105 | 0.694 | 0.000 | 11/5/2021 |
| 778873608 | Existing Customer | 44 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 25 | 3 | 1 | 1 | 34516.0 | 1984 | 32532.0 | 0.734 | 14335 | 116 | 0.758 | 0.057 | 5/7/2020 |
| 709592808 | Existing Customer | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 4 | 3311.0 | 1556 | 1755.0 | 0.652 | 14470 | 103 | 0.746 | 0.470 | 3/4/2021 |
| 773306658 | Existing Customer | 54 | M | 1 | Unknown | Single | $60K - $80K | Blue | 48 | 4 | 5 | 4 | 4752.0 | 1230 | 3522.0 | 0.883 | 15678 | 103 | 0.717 | 0.259 | 3/6/2020 |
| 822084333 | Attrited Customer | 51 | M | 3 | High School | Married | $80K - $120K | Blue | 47 | 2 | 4 | 3 | 4041.0 | 0 | 4041.0 | 0.670 | 8219 | 84 | 0.909 | 0.000 | 8/6/2019 |
| 708821733 | Attrited Customer | 43 | F | 3 | Unknown | Single | $40K - $60K | Silver | 36 | 2 | 3 | 4 | 19713.0 | 531 | 19182.0 | 0.792 | 8301 | 70 | 0.591 | 0.027 | 10/1/2022 |
| 711070683 | Existing Customer | 48 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 37 | 4 | 1 | 2 | 6725.0 | 493 | 6232.0 | 0.720 | 13891 | 106 | 0.606 | 0.073 | 8/27/2021 |
| 772596783 | Existing Customer | 31 | M | 1 | Graduate | Unknown | Less than $40K | Gold | 21 | 3 | 2 | 2 | 15261.0 | 1109 | 14152.0 | 0.655 | 15442 | 125 | 0.761 | 0.073 | 9/15/2019 |
| 806917983 | Existing Customer | 32 | F | 2 | Graduate | Divorced | Unknown | Silver | 27 | 2 | 3 | 1 | 33779.0 | 1526 | 32253.0 | 0.879 | 15200 | 126 | 0.800 | 0.045 | 11/5/2019 |
| 719329983 | Existing Customer | 42 | F | 3 | Unknown | Unknown | Unknown | Blue | 36 | 6 | 1 | 2 | 15648.0 | 0 | 15648.0 | 0.731 | 13784 | 88 | 0.913 | 0.000 | 3/13/2019 |
| 710190858 | Existing Customer | 28 | M | 1 | Unknown | Unknown | $40K - $60K | Blue | 15 | 5 | 2 | 4 | 9283.0 | 2288 | 6995.0 | 0.928 | 13804 | 110 | 0.719 | 0.246 | 6/30/2022 |
| 708880683 | Existing Customer | 49 | M | 5 | College | Married | $40K - $60K | Blue | 40 | 4 | 3 | 4 | 3970.0 | 892 | 3078.0 | 0.772 | 13697 | 102 | 0.759 | 0.225 | 5/23/2019 |
| 709332408 | Existing Customer | 44 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 6159.0 | 1640 | 4519.0 | 0.619 | 13517 | 106 | 0.656 | 0.266 | 9/12/2019 |
| 710751033 | Attrited Customer | 31 | F | 1 | Graduate | Single | Less than $40K | Blue | 13 | 1 | 1 | 3 | 4829.0 | 0 | 4829.0 | 0.836 | 8286 | 65 | 0.857 | 0.000 | 7/19/2020 |
| 710679933 | Attrited Customer | 59 | M | 1 | Graduate | Single | $80K - $120K | Blue | 54 | 2 | 5 | 4 | 15633.0 | 0 | 15633.0 | 0.984 | 8660 | 58 | 0.758 | 0.000 | 4/15/2022 |
| 710849208 | Existing Customer | 47 | M | 2 | Post-Graduate | Single | $120K + | Silver | 35 | 3 | 3 | 4 | 34516.0 | 1652 | 32864.0 | 0.756 | 14738 | 113 | 0.766 | 0.048 | 8/28/2019 |
| 710056758 | Existing Customer | 51 | M | 4 | High School | Single | $40K - $60K | Blue | 36 | 2 | 2 | 4 | 10017.0 | 1850 | 8167.0 | 0.622 | 15635 | 116 | 0.681 | 0.185 | 5/15/2020 |
| 713520858 | Existing Customer | 53 | F | 1 | College | Single | Less than $40K | Blue | 38 | 3 | 3 | 2 | 3895.0 | 1981 | 1914.0 | 0.839 | 16023 | 119 | 0.725 | 0.509 | 12/28/2021 |
| 714710733 | Existing Customer | 51 | M | 3 | Unknown | Single | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 5611.0 | 0 | 5611.0 | 0.697 | 16557 | 120 | 0.622 | 0.000 | 5/16/2021 |
| 766769058 | Existing Customer | 51 | M | 1 | Graduate | Single | $40K - $60K | Gold | 44 | 3 | 3 | 3 | 22722.0 | 1790 | 20932.0 | 0.813 | 15817 | 121 | 0.754 | 0.079 | 3/19/2019 |
| 716990883 | Existing Customer | 38 | M | 5 | Unknown | Married | $80K - $120K | Blue | 26 | 5 | 1 | 2 | 16033.0 | 766 | 15267.0 | 0.682 | 15260 | 115 | 0.855 | 0.048 | 6/20/2021 |
| 718298733 | Existing Customer | 40 | M | 4 | High School | Single | $80K - $120K | Blue | 29 | 3 | 3 | 2 | 12978.0 | 0 | 12978.0 | 0.628 | 14134 | 85 | 0.700 | 0.000 | 12/16/2022 |
| 717174558 | Attrited Customer | 57 | F | 1 | Uneducated | Single | Less than $40K | Blue | 46 | 2 | 3 | 3 | 9129.0 | 0 | 9129.0 | 0.733 | 7733 | 81 | 0.884 | 0.000 | 4/19/2021 |
| 714543633 | Attrited Customer | 45 | F | 3 | Unknown | Single | Less than $40K | Blue | 36 | 1 | 2 | 5 | 7500.0 | 0 | 7500.0 | 0.576 | 8024 | 78 | 0.696 | 0.000 | 10/3/2021 |
| 715756683 | Existing Customer | 50 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 14804.0 | 1696 | 13108.0 | 0.959 | 15237 | 111 | 0.734 | 0.115 | 3/26/2021 |
| 719400108 | Existing Customer | 53 | M | 3 | Unknown | Single | $80K - $120K | Blue | 43 | 4 | 3 | 4 | 34516.0 | 1084 | 33432.0 | 0.686 | 14319 | 124 | 0.699 | 0.031 | 8/21/2019 |
| 710463408 | Existing Customer | 47 | M | 3 | Unknown | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 9683.0 | 1116 | 8567.0 | 0.721 | 15627 | 104 | 0.825 | 0.115 | 2/27/2021 |
| 708245808 | Existing Customer | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 4 | 19671.0 | 924 | 18747.0 | 0.820 | 13908 | 124 | 0.676 | 0.047 | 4/25/2021 |
| 799253808 | Existing Customer | 42 | M | 3 | High School | Married | $80K - $120K | Silver | 36 | 5 | 2 | 3 | 34516.0 | 1294 | 33222.0 | 0.679 | 13845 | 120 | 0.791 | 0.037 | 3/5/2022 |
| 716552433 | Existing Customer | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 5056.0 | 1067 | 3989.0 | 0.749 | 15926 | 117 | 0.519 | 0.211 | 6/17/2021 |
| 720995583 | Existing Customer | 48 | M | 2 | Graduate | Divorced | $60K - $80K | Silver | 33 | 3 | 2 | 2 | 25217.0 | 1754 | 23463.0 | 0.712 | 15054 | 110 | 0.833 | 0.070 | 1/14/2020 |
| 780118158 | Existing Customer | 27 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 2 | 2 | 4 | 3585.0 | 2420 | 1165.0 | 0.812 | 15656 | 124 | 0.746 | 0.675 | 2/6/2020 |
| 713668158 | Attrited Customer | 31 | F | 1 | Uneducated | Single | Unknown | Blue | 36 | 2 | 3 | 3 | 21067.0 | 0 | 21067.0 | 0.995 | 9212 | 71 | 0.821 | 0.000 | 3/26/2021 |
| 709249083 | Attrited Customer | 40 | M | 2 | Unknown | Single | $60K - $80K | Blue | 20 | 4 | 2 | 4 | 4283.0 | 0 | 4283.0 | 0.878 | 8672 | 64 | 1.207 | 0.000 | 5/1/2021 |
| 717081483 | Existing Customer | 37 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 25 | 3 | 2 | 2 | 25187.0 | 2209 | 22978.0 | 0.799 | 16606 | 96 | 0.778 | 0.088 | 9/11/2021 |
| 718455633 | Existing Customer | 60 | F | 0 | Graduate | Single | Unknown | Gold | 55 | 4 | 3 | 2 | 7469.0 | 2517 | 4952.0 | 0.656 | 16328 | 124 | 0.771 | 0.337 | 7/30/2022 |
| 708974283 | Existing Customer | 50 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 5 | 1 | 1 | 18142.0 | 0 | 18142.0 | 0.857 | 15427 | 95 | 0.792 | 0.000 | 1/8/2021 |
| 713399583 | Attrited Customer | 49 | M | 2 | Unknown | Married | $80K - $120K | Blue | 39 | 2 | 3 | 4 | 29865.0 | 2097 | 27768.0 | 0.902 | 8636 | 74 | 0.947 | 0.070 | 4/19/2020 |
| 713293983 | Existing Customer | 52 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 33 | 5 | 3 | 2 | 3388.0 | 2517 | 871.0 | 0.919 | 15313 | 91 | 0.784 | 0.743 | 7/23/2020 |
| 714785508 | Existing Customer | 49 | M | 2 | High School | Single | $80K - $120K | Silver | 40 | 4 | 3 | 2 | 34516.0 | 1313 | 33203.0 | 0.583 | 15154 | 99 | 0.833 | 0.038 | 3/24/2020 |
| 827318958 | Existing Customer | 49 | F | 4 | Unknown | Single | Less than $40K | Blue | 45 | 5 | 3 | 2 | 9431.0 | 1785 | 7646.0 | 0.603 | 14261 | 99 | 0.650 | 0.189 | 12/2/2021 |
| 718496283 | Existing Customer | 42 | F | 1 | College | Single | Unknown | Silver | 31 | 6 | 2 | 3 | 30770.0 | 2228 | 28542.0 | 0.712 | 15998 | 121 | 0.704 | 0.072 | 7/28/2020 |
| 709608708 | Attrited Customer | 29 | M | 1 | Graduate | Married | $60K - $80K | Blue | 17 | 5 | 1 | 4 | 6500.0 | 2517 | 3983.0 | 0.915 | 9451 | 79 | 0.646 | 0.387 | 1/24/2022 |
| 710939283 | Existing Customer | 45 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 4209.0 | 1300 | 2909.0 | 0.750 | 16078 | 105 | 0.615 | 0.309 | 6/8/2019 |
| 770824833 | Existing Customer | 32 | M | 1 | Graduate | Divorced | $40K - $60K | Blue | 19 | 2 | 3 | 5 | 3657.0 | 1135 | 2522.0 | 0.795 | 16236 | 94 | 0.808 | 0.310 | 9/13/2019 |
| 779082633 | Existing Customer | 30 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 13 | 3 | 2 | 3 | 4107.0 | 979 | 3128.0 | 0.647 | 14596 | 104 | 0.733 | 0.238 | 2/15/2019 |
| 720515883 | Existing Customer | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 4 | 3 | 2 | 3638.0 | 0 | 3638.0 | 0.837 | 16469 | 115 | 0.667 | 0.000 | 12/6/2022 |
| 747885858 | Existing Customer | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 3 | 3 | 8325.0 | 2048 | 6277.0 | 0.920 | 14571 | 91 | 0.655 | 0.246 | 6/7/2021 |
| 779140533 | Existing Customer | 49 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 3 | 6 | 4 | 27124.0 | 2311 | 24813.0 | 0.730 | 15195 | 121 | 0.729 | 0.085 | 6/26/2019 |
| 716619558 | Existing Customer | 38 | F | 0 | High School | Single | Less than $40K | Silver | 36 | 4 | 3 | 2 | 13747.0 | 1941 | 11806.0 | 0.748 | 16401 | 119 | 0.608 | 0.141 | 5/4/2022 |
| 788633733 | Existing Customer | 36 | M | 3 | Graduate | Married | $60K - $80K | Silver | 13 | 4 | 3 | 2 | 28174.0 | 1173 | 27001.0 | 0.779 | 16258 | 108 | 0.714 | 0.042 | 1/13/2020 |
| 715291908 | Existing Customer | 31 | M | 1 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 11109.0 | 2045 | 9064.0 | 0.625 | 13988 | 92 | 0.840 | 0.184 | 3/9/2020 |
| 709977933 | Attrited Customer | 52 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 44 | 2 | 3 | 4 | 9959.0 | 199 | 9760.0 | 1.003 | 8517 | 60 | 0.500 | 0.020 | 1/9/2022 |
| 716454858 | Existing Customer | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 1 | 3 | 4014.0 | 2266 | 1748.0 | 0.718 | 14257 | 94 | 0.958 | 0.565 | 5/10/2021 |
| 720539583 | Existing Customer | 46 | M | 4 | Unknown | Single | $60K - $80K | Blue | 31 | 4 | 1 | 4 | 21226.0 | 1202 | 20024.0 | 0.755 | 14103 | 96 | 0.655 | 0.057 | 11/9/2022 |
| 739021908 | Existing Customer | 56 | F | 2 | Unknown | Married | $40K - $60K | Blue | 49 | 3 | 3 | 2 | 3681.0 | 0 | 3681.0 | 0.693 | 13222 | 112 | 0.931 | 0.000 | 5/21/2020 |
| 711289533 | Existing Customer | 39 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 32 | 5 | 3 | 2 | 26710.0 | 1681 | 25029.0 | 0.741 | 14043 | 117 | 0.746 | 0.063 | 11/25/2019 |
| 716464533 | Existing Customer | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9550.0 | 2517 | 7033.0 | 0.713 | 13783 | 116 | 0.841 | 0.264 | 3/6/2020 |
| 710590683 | Attrited Customer | 33 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 3 | 3 | 5 | 16127.0 | 0 | 16127.0 | 0.769 | 7729 | 82 | 1.000 | 0.000 | 5/7/2019 |
| 710081208 | Attrited Customer | 52 | M | 2 | College | Single | $120K + | Blue | 32 | 4 | 3 | 1 | 4935.0 | 0 | 4935.0 | 0.713 | 7886 | 64 | 0.882 | 0.000 | 7/18/2022 |
| 717482658 | Existing Customer | 55 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 18022.0 | 0 | 18022.0 | 0.823 | 14485 | 106 | 0.738 | 0.000 | 10/22/2021 |
| 712246983 | Existing Customer | 50 | M | 4 | High School | Married | $80K - $120K | Blue | 43 | 2 | 2 | 5 | 16748.0 | 2413 | 14335.0 | 0.769 | 15338 | 121 | 0.635 | 0.144 | 3/20/2022 |
| 711460458 | Attrited Customer | 44 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 2 | 3 | 10973.0 | 0 | 10973.0 | 0.792 | 10583 | 75 | 0.786 | 0.000 | 8/27/2022 |
| 713159133 | Existing Customer | 32 | F | 2 | High School | Single | Less than $40K | Silver | 23 | 4 | 2 | 2 | 14143.0 | 1472 | 12671.0 | 0.777 | 13785 | 117 | 0.648 | 0.104 | 10/3/2020 |
| 710047533 | Attrited Customer | 51 | M | 3 | Graduate | Single | $80K - $120K | Gold | 36 | 4 | 3 | 3 | 34516.0 | 2201 | 32315.0 | 0.978 | 8614 | 63 | 0.750 | 0.064 | 11/14/2020 |
| 716708583 | Attrited Customer | 54 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 2 | 3 | 5 | 7684.0 | 0 | 7684.0 | 0.610 | 7667 | 68 | 0.789 | 0.000 | 1/20/2020 |
| 712766208 | Attrited Customer | 45 | M | 5 | Uneducated | Single | $120K + | Silver | 36 | 4 | 2 | 1 | 34516.0 | 0 | 34516.0 | 0.732 | 8603 | 84 | 0.615 | 0.000 | 5/21/2020 |
| 715150983 | Attrited Customer | 44 | F | 3 | Unknown | Single | Unknown | Blue | 34 | 2 | 3 | 3 | 26021.0 | 0 | 26021.0 | 1.040 | 8898 | 60 | 0.538 | 0.000 | 9/30/2021 |
| 717991533 | Existing Customer | 44 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 3843.0 | 1460 | 2383.0 | 0.811 | 16461 | 105 | 0.909 | 0.380 | 10/18/2021 |
| 797641683 | Existing Customer | 40 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 14840.0 | 2043 | 12797.0 | 0.778 | 16256 | 111 | 0.850 | 0.138 | 3/1/2019 |
| 714879483 | Attrited Customer | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 31 | 1 | 3 | 3 | 3929.0 | 542 | 3387.0 | 0.811 | 7773 | 64 | 0.730 | 0.138 | 12/15/2022 |
| 720105933 | Existing Customer | 48 | M | 3 | Uneducated | Divorced | $40K - $60K | Blue | 35 | 3 | 5 | 3 | 11427.0 | 2307 | 9120.0 | 0.848 | 15243 | 107 | 0.754 | 0.202 | 2/25/2022 |
| 804670758 | Existing Customer | 48 | F | 5 | Unknown | Divorced | Unknown | Blue | 43 | 4 | 3 | 2 | 20974.0 | 2249 | 18725.0 | 0.567 | 15903 | 121 | 0.571 | 0.107 | 4/20/2022 |
| 818987958 | Existing Customer | 43 | M | 4 | Graduate | Unknown | $40K - $60K | Blue | 38 | 5 | 1 | 3 | 3771.0 | 0 | 3771.0 | 0.675 | 14662 | 125 | 0.667 | 0.000 | 1/4/2019 |
| 824160333 | Existing Customer | 56 | M | 2 | High School | Unknown | $120K + | Blue | 52 | 6 | 2 | 2 | 23362.0 | 1453 | 21909.0 | 0.848 | 15399 | 116 | 0.841 | 0.062 | 8/17/2020 |
| 714919308 | Attrited Customer | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8135.0 | 0 | 8135.0 | 0.841 | 8620 | 67 | 0.971 | 0.000 | 7/22/2021 |
| 717928308 | Existing Customer | 40 | F | 1 | Uneducated | Single | Less than $40K | Silver | 34 | 5 | 2 | 2 | 13669.0 | 1774 | 11895.0 | 0.653 | 15772 | 130 | 0.625 | 0.130 | 9/24/2022 |
| 788890533 | Existing Customer | 54 | M | 2 | College | Married | $80K - $120K | Silver | 39 | 4 | 1 | 4 | 34516.0 | 2305 | 32211.0 | 0.586 | 13756 | 106 | 0.710 | 0.067 | 3/2/2021 |
| 779692608 | Existing Customer | 36 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 19 | 6 | 3 | 5 | 9764.0 | 0 | 9764.0 | 0.689 | 15097 | 115 | 0.797 | 0.000 | 10/15/2020 |
| 717774333 | Attrited Customer | 48 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 5 | 8431.0 | 0 | 8431.0 | 0.222 | 5189 | 57 | 0.357 | 0.000 | 3/26/2020 |
| 718140783 | Existing Customer | 47 | M | 4 | Unknown | Married | $60K - $80K | Blue | 36 | 4 | 5 | 2 | 10585.0 | 1749 | 8836.0 | 0.655 | 18484 | 108 | 0.588 | 0.165 | 2/6/2019 |
| 714465558 | Existing Customer | 41 | M | 4 | Unknown | Married | $120K + | Silver | 36 | 3 | 1 | 4 | 34516.0 | 2205 | 32311.0 | 0.897 | 15033 | 98 | 0.922 | 0.064 | 5/31/2022 |
| 804431283 | Existing Customer | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 52 | 5 | 1 | 2 | 7882.0 | 1101 | 6781.0 | 0.682 | 14651 | 120 | 0.600 | 0.140 | 7/13/2020 |
| 715199808 | Existing Customer | 39 | F | 3 | Graduate | Unknown | Unknown | Silver | 30 | 6 | 3 | 5 | 33905.0 | 2070 | 31835.0 | 0.685 | 15335 | 99 | 0.768 | 0.061 | 7/2/2021 |
| 759584958 | Attrited Customer | 51 | F | 1 | Graduate | Married | Unknown | Silver | 44 | 4 | 2 | 4 | 33004.0 | 2418 | 30586.0 | 0.923 | 10156 | 72 | 0.946 | 0.073 | 9/30/2022 |
| 758802333 | Existing Customer | 40 | M | 2 | Graduate | Single | $120K + | Blue | 33 | 3 | 1 | 2 | 20891.0 | 1213 | 19678.0 | 0.717 | 14641 | 117 | 0.773 | 0.058 | 7/13/2021 |
| 720237408 | Existing Customer | 59 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 49 | 4 | 2 | 2 | 22715.0 | 707 | 22008.0 | 0.848 | 15004 | 117 | 0.887 | 0.031 | 1/11/2021 |
| 713787333 | Existing Customer | 46 | M | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 1 | 0 | 3818.0 | 1142 | 2676.0 | 0.709 | 14731 | 113 | 0.948 | 0.299 | 9/26/2021 |
| 709660233 | Attrited Customer | 52 | M | 3 | Unknown | Single | $80K - $120K | Blue | 44 | 1 | 2 | 4 | 3526.0 | 2429 | 1097.0 | 0.712 | 7775 | 63 | 0.909 | 0.689 | 10/28/2021 |
| 721005108 | Existing Customer | 41 | M | 0 | College | Married | $40K - $60K | Blue | 29 | 3 | 2 | 2 | 6991.0 | 1384 | 5607.0 | 0.660 | 14994 | 104 | 0.733 | 0.198 | 6/8/2020 |
| 809589783 | Existing Customer | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Silver | 36 | 3 | 3 | 2 | 16268.0 | 817 | 15451.0 | 0.640 | 13969 | 120 | 0.690 | 0.050 | 11/2/2019 |
| 712627083 | Attrited Customer | 38 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 25 | 5 | 2 | 4 | 5768.0 | 0 | 5768.0 | 0.924 | 9867 | 78 | 0.902 | 0.000 | 11/4/2020 |
| 778444908 | Existing Customer | 57 | M | 2 | Graduate | Married | $120K + | Silver | 39 | 4 | 2 | 3 | 34516.0 | 1444 | 33072.0 | 0.568 | 16392 | 116 | 0.657 | 0.042 | 7/13/2022 |
| 711433908 | Attrited Customer | 41 | F | 3 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 2 | 3 | 9491.0 | 0 | 9491.0 | 1.056 | 9061 | 51 | 1.684 | 0.000 | 9/9/2019 |
| 768728508 | Existing Customer | 45 | F | 5 | Doctorate | Married | Less than $40K | Gold | 39 | 6 | 3 | 2 | 15987.0 | 1096 | 14891.0 | 0.625 | 14209 | 103 | 0.776 | 0.069 | 8/25/2022 |
| 789937683 | Existing Customer | 37 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 4 | 1 | 2 | 3645.0 | 701 | 2944.0 | 0.654 | 15559 | 120 | 0.739 | 0.192 | 12/25/2022 |
| 711788583 | Existing Customer | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3466.0 | 1444 | 2022.0 | 0.653 | 15075 | 124 | 0.699 | 0.417 | 8/21/2020 |
| 819196158 | Existing Customer | 49 | F | 2 | Unknown | Single | Less than $40K | Blue | 44 | 5 | 2 | 3 | 9797.0 | 998 | 8799.0 | 0.886 | 15013 | 116 | 0.841 | 0.102 | 5/26/2022 |
| 710207208 | Existing Customer | 31 | F | 1 | Unknown | Single | Less than $40K | Blue | 18 | 3 | 1 | 3 | 3399.0 | 1800 | 1599.0 | 0.752 | 13148 | 121 | 0.806 | 0.530 | 12/17/2022 |
| 713994108 | Existing Customer | 40 | M | 5 | High School | Married | $60K - $80K | Blue | 33 | 3 | 1 | 2 | 4155.0 | 1315 | 2840.0 | 0.767 | 15851 | 128 | 0.855 | 0.316 | 12/12/2022 |
| 712509108 | Attrited Customer | 46 | F | 3 | Doctorate | Single | Less than $40K | Gold | 36 | 1 | 3 | 5 | 15164.0 | 532 | 14632.0 | 0.858 | 8356 | 68 | 0.478 | 0.035 | 6/15/2020 |
| 711745233 | Attrited Customer | 30 | F | 0 | High School | Single | Unknown | Blue | 22 | 1 | 2 | 4 | 13894.0 | 0 | 13894.0 | 0.845 | 9351 | 69 | 0.533 | 0.000 | 10/13/2021 |
| 778745058 | Existing Customer | 50 | M | 3 | High School | Single | $80K - $120K | Silver | 41 | 2 | 2 | 1 | 34516.0 | 0 | 34516.0 | 0.627 | 15059 | 118 | 0.735 | 0.000 | 9/11/2020 |
| 721455558 | Existing Customer | 56 | M | 0 | Graduate | Single | $60K - $80K | Blue | 44 | 1 | 3 | 2 | 6828.0 | 1859 | 4969.0 | 0.752 | 14713 | 104 | 0.677 | 0.272 | 1/16/2022 |
| 710721858 | Attrited Customer | 46 | F | 3 | Unknown | Married | $40K - $60K | Blue | 37 | 2 | 3 | 4 | 5542.0 | 0 | 5542.0 | 0.808 | 8246 | 59 | 0.639 | 0.000 | 11/28/2019 |
| 769206483 | Existing Customer | 58 | M | 3 | Unknown | Married | $120K + | Blue | 52 | 3 | 3 | 3 | 15733.0 | 2101 | 13632.0 | 0.597 | 13986 | 97 | 0.764 | 0.134 | 4/16/2021 |
| 769587258 | Existing Customer | 38 | M | 3 | College | Single | $60K - $80K | Silver | 32 | 4 | 2 | 2 | 30082.0 | 1671 | 28411.0 | 0.707 | 15240 | 126 | 0.800 | 0.056 | 8/12/2019 |
| 712080333 | Existing Customer | 46 | M | 2 | High School | Divorced | $120K + | Blue | 34 | 3 | 2 | 4 | 3659.0 | 1381 | 2278.0 | 0.669 | 16252 | 112 | 0.623 | 0.377 | 1/26/2019 |
| 712457208 | Attrited Customer | 58 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 22718.0 | 0 | 22718.0 | 0.747 | 8100 | 77 | 0.833 | 0.000 | 12/28/2022 |
| 719934783 | Existing Customer | 43 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 2 | 3676.0 | 673 | 3003.0 | 0.629 | 14651 | 105 | 0.780 | 0.183 | 3/4/2019 |
| 709589208 | Existing Customer | 53 | M | 0 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 1 | 3 | 17721.0 | 596 | 17125.0 | 0.694 | 14409 | 83 | 0.844 | 0.034 | 12/22/2019 |
| 714860808 | Existing Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 39 | 5 | 3 | 2 | 4404.0 | 2272 | 2132.0 | 0.809 | 15709 | 93 | 0.722 | 0.516 | 9/25/2020 |
| 713934633 | Attrited Customer | 40 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 35 | 2 | 3 | 3 | 4423.0 | 2517 | 1906.0 | 0.840 | 8935 | 87 | 0.933 | 0.569 | 1/15/2022 |
| 773185833 | Existing Customer | 49 | M | 3 | High School | Married | $60K - $80K | Gold | 42 | 3 | 1 | 4 | 34516.0 | 0 | 34516.0 | 0.838 | 15095 | 102 | 0.759 | 0.000 | 8/30/2022 |
| 715923408 | Existing Customer | 30 | F | 0 | College | Married | Less than $40K | Blue | 19 | 4 | 2 | 3 | 4184.0 | 1254 | 2930.0 | 0.549 | 14999 | 110 | 0.719 | 0.300 | 8/17/2019 |
| 778956033 | Existing Customer | 51 | M | 1 | Graduate | Married | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 34516.0 | 1549 | 32967.0 | 0.892 | 15151 | 104 | 0.677 | 0.045 | 2/20/2019 |
| 712260633 | Existing Customer | 47 | F | 5 | Doctorate | Single | Unknown | Blue | 36 | 4 | 1 | 4 | 26923.0 | 2461 | 24462.0 | 0.602 | 13643 | 94 | 0.918 | 0.091 | 11/17/2022 |
| 714945708 | Attrited Customer | 33 | M | 4 | College | Single | $40K - $60K | Silver | 20 | 2 | 1 | 3 | 15977.0 | 0 | 15977.0 | 0.702 | 7745 | 64 | 0.684 | 0.000 | 12/12/2019 |
| 720971358 | Existing Customer | 59 | M | 0 | High School | Single | $80K - $120K | Blue | 47 | 5 | 3 | 3 | 26812.0 | 1491 | 25321.0 | 0.679 | 14838 | 110 | 0.642 | 0.056 | 2/28/2022 |
| 719701383 | Existing Customer | 44 | M | 4 | Unknown | Married | $60K - $80K | Blue | 32 | 4 | 3 | 3 | 5175.0 | 0 | 5175.0 | 0.720 | 14304 | 99 | 0.768 | 0.000 | 12/21/2022 |
| 764316708 | Existing Customer | 30 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 3955.0 | 2352 | 1603.0 | 0.779 | 16423 | 109 | 0.758 | 0.595 | 6/22/2020 |
| 715545933 | Existing Customer | 43 | M | 5 | Graduate | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 22355.0 | 2179 | 20176.0 | 0.726 | 14268 | 99 | 0.800 | 0.097 | 2/6/2021 |
| 714524583 | Attrited Customer | 56 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 46 | 1 | 3 | 3 | 23240.0 | 1534 | 21706.0 | 0.971 | 9441 | 82 | 0.907 | 0.066 | 8/7/2022 |
| 780079833 | Existing Customer | 43 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 28 | 3 | 3 | 4 | 5479.0 | 1183 | 4296.0 | 0.596 | 14728 | 126 | 0.909 | 0.216 | 1/11/2021 |
| 714199008 | Attrited Customer | 50 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 6 | 2 | 2 | 16081.0 | 492 | 15589.0 | 0.204 | 6100 | 61 | 0.564 | 0.031 | 1/29/2021 |
| 719941533 | Existing Customer | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 1 | 4 | 5497.0 | 1735 | 3762.0 | 0.664 | 16266 | 124 | 0.771 | 0.316 | 8/24/2021 |
| 715544883 | Existing Customer | 39 | M | 1 | Graduate | Married | Less than $40K | Silver | 30 | 4 | 3 | 3 | 14135.0 | 630 | 13505.0 | 0.640 | 13703 | 99 | 0.768 | 0.045 | 9/28/2019 |
| 710122458 | Existing Customer | 38 | M | 2 | High School | Single | $60K - $80K | Silver | 36 | 5 | 3 | 2 | 31546.0 | 2057 | 29489.0 | 0.625 | 15311 | 108 | 0.714 | 0.065 | 4/16/2021 |
| 713833233 | Existing Customer | 49 | M | 5 | Uneducated | Married | $80K - $120K | Silver | 30 | 3 | 3 | 2 | 34516.0 | 1768 | 32748.0 | 0.767 | 15134 | 124 | 0.722 | 0.051 | 7/12/2019 |
| 719326758 | Attrited Customer | 52 | F | 0 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4353.0 | 1489 | 2864.0 | 0.945 | 9226 | 85 | 1.073 | 0.342 | 5/6/2022 |
| 711686658 | Existing Customer | 48 | M | 5 | High School | Married | $80K - $120K | Silver | 40 | 6 | 2 | 2 | 34516.0 | 1417 | 33099.0 | 0.692 | 16579 | 109 | 0.879 | 0.041 | 12/29/2021 |
| 708964683 | Existing Customer | 48 | F | 4 | College | Unknown | Unknown | Blue | 36 | 3 | 2 | 1 | 3310.0 | 0 | 3310.0 | 0.748 | 14542 | 89 | 0.854 | 0.000 | 8/1/2019 |
| 718840833 | Attrited Customer | 49 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 4601.0 | 0 | 4601.0 | 0.962 | 9610 | 76 | 0.689 | 0.000 | 9/18/2020 |
| 797228883 | Existing Customer | 46 | M | 2 | High School | Married | $40K - $60K | Blue | 40 | 3 | 3 | 0 | 3981.0 | 0 | 3981.0 | 0.626 | 14340 | 114 | 0.781 | 0.000 | 5/14/2019 |
| 709566408 | Attrited Customer | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 3 | 6 | 4458.0 | 0 | 4458.0 | 0.935 | 9640 | 70 | 0.707 | 0.000 | 7/10/2022 |
| 780097533 | Existing Customer | 48 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 33 | 4 | 1 | 2 | 10292.0 | 0 | 10292.0 | 0.656 | 15148 | 111 | 0.790 | 0.000 | 5/21/2022 |
| 715020933 | Attrited Customer | 44 | F | 4 | High School | Unknown | Unknown | Blue | 34 | 4 | 3 | 4 | 15944.0 | 0 | 15944.0 | 0.919 | 9360 | 67 | 0.763 | 0.000 | 9/20/2021 |
| 711149133 | Attrited Customer | 30 | F | 1 | Graduate | Married | Unknown | Blue | 18 | 4 | 1 | 4 | 4377.0 | 2517 | 1860.0 | 0.941 | 8759 | 74 | 0.609 | 0.575 | 10/25/2020 |
| 716832858 | Attrited Customer | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 1 | 2 | 4 | 4930.0 | 159 | 4771.0 | 0.592 | 7412 | 60 | 0.579 | 0.032 | 11/17/2021 |
| 715154058 | Attrited Customer | 49 | F | 0 | Unknown | Married | Less than $40K | Blue | 39 | 1 | 3 | 3 | 4982.0 | 2517 | 2465.0 | 0.903 | 9274 | 65 | 0.857 | 0.505 | 4/16/2022 |
| 789497283 | Attrited Customer | 50 | M | 2 | High School | Single | $120K + | Blue | 42 | 1 | 3 | 2 | 34162.0 | 1723 | 32439.0 | 0.429 | 7572 | 56 | 0.697 | 0.050 | 8/8/2021 |
| 711834708 | Existing Customer | 55 | M | 4 | College | Married | $80K - $120K | Blue | 40 | 4 | 2 | 5 | 4047.0 | 1482 | 2565.0 | 0.959 | 16191 | 102 | 0.789 | 0.366 | 4/27/2020 |
| 785038908 | Existing Customer | 43 | F | 0 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 4 | 6380.0 | 1160 | 5220.0 | 0.753 | 17119 | 124 | 0.797 | 0.182 | 4/5/2020 |
| 720001758 | Existing Customer | 42 | F | 1 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 3 | 3534.0 | 1175 | 2359.0 | 0.737 | 13588 | 94 | 0.808 | 0.332 | 4/16/2021 |
| 778428108 | Existing Customer | 36 | F | 1 | Graduate | Single | Less than $40K | Blue | 16 | 6 | 5 | 3 | 6091.0 | 1184 | 4907.0 | 0.766 | 17437 | 113 | 0.766 | 0.194 | 5/2/2022 |
| 715268508 | Existing Customer | 42 | M | 3 | Graduate | Married | $40K - $60K | Gold | 36 | 3 | 2 | 5 | 23981.0 | 1399 | 22582.0 | 0.712 | 14840 | 125 | 0.761 | 0.058 | 7/16/2022 |
| 788741733 | Existing Customer | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 7832.0 | 1784 | 6048.0 | 0.711 | 14614 | 106 | 0.656 | 0.228 | 10/15/2019 |
| 717355533 | Existing Customer | 56 | M | 3 | Graduate | Single | $120K + | Blue | 44 | 3 | 1 | 2 | 34516.0 | 1307 | 33209.0 | 0.558 | 13759 | 120 | 0.765 | 0.038 | 5/17/2020 |
| 712128258 | Existing Customer | 49 | F | 4 | High School | Single | Less than $40K | Silver | 40 | 5 | 3 | 5 | 13704.0 | 2127 | 11577.0 | 0.805 | 15872 | 116 | 0.681 | 0.155 | 2/6/2022 |
| 735825258 | Existing Customer | 39 | M | 2 | High School | Single | Less than $40K | Blue | 32 | 4 | 1 | 4 | 4423.0 | 1643 | 2780.0 | 0.724 | 15467 | 112 | 0.623 | 0.371 | 1/4/2022 |
| 714544908 | Attrited Customer | 56 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 6224.0 | 0 | 6224.0 | 0.920 | 8979 | 68 | 0.581 | 0.000 | 1/2/2021 |
| 818712633 | Existing Customer | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 6 | 2 | 4133.0 | 1067 | 3066.0 | 0.632 | 16100 | 119 | 0.608 | 0.258 | 8/27/2019 |
| 709831983 | Existing Customer | 57 | M | 2 | Uneducated | Single | $120K + | Blue | 46 | 3 | 2 | 3 | 34516.0 | 1244 | 33272.0 | 0.606 | 15176 | 126 | 0.800 | 0.036 | 12/20/2020 |
| 789398733 | Existing Customer | 56 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 3 | 3 | 2 | 5270.0 | 779 | 4491.0 | 0.731 | 16179 | 105 | 0.694 | 0.148 | 5/10/2022 |
| 716850558 | Existing Customer | 48 | M | 4 | Graduate | Unknown | $60K - $80K | Gold | 32 | 5 | 1 | 3 | 34516.0 | 1285 | 33231.0 | 0.654 | 15279 | 122 | 0.649 | 0.037 | 1/18/2022 |
| 717316008 | Existing Customer | 38 | M | 2 | Unknown | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 3782.0 | 0 | 3782.0 | 0.717 | 14977 | 117 | 0.721 | 0.000 | 2/9/2021 |
| 714677583 | Attrited Customer | 50 | F | 3 | Doctorate | Single | Unknown | Blue | 36 | 4 | 3 | 3 | 5173.0 | 0 | 5173.0 | 0.912 | 8757 | 68 | 0.789 | 0.000 | 12/2/2019 |
| 767348733 | Existing Customer | 56 | M | 2 | Unknown | Married | $60K - $80K | Blue | 49 | 3 | 3 | 3 | 4058.0 | 793 | 3265.0 | 0.758 | 15865 | 105 | 0.667 | 0.195 | 5/31/2019 |
| 779900808 | Existing Customer | 32 | M | 0 | College | Single | $60K - $80K | Blue | 16 | 2 | 3 | 2 | 21551.0 | 0 | 21551.0 | 0.536 | 14950 | 94 | 0.843 | 0.000 | 3/14/2021 |
| 719900733 | Existing Customer | 60 | M | 1 | High School | Married | $40K - $60K | Blue | 47 | 3 | 1 | 3 | 9805.0 | 1007 | 8798.0 | 0.800 | 14641 | 95 | 0.900 | 0.103 | 7/31/2022 |
| 816517683 | Existing Customer | 38 | F | 2 | Doctorate | Married | Less than $40K | Blue | 33 | 4 | 3 | 3 | 7530.0 | 1336 | 6194.0 | 0.749 | 14719 | 115 | 0.855 | 0.177 | 12/19/2022 |
| 755305683 | Existing Customer | 45 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 1 | 4 | 8983.0 | 0 | 8983.0 | 0.713 | 15163 | 124 | 0.746 | 0.000 | 12/29/2020 |
| 715769958 | Existing Customer | 53 | F | 3 | Unknown | Married | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 4855.0 | 1912 | 2943.0 | 0.606 | 14969 | 104 | 0.763 | 0.394 | 9/15/2020 |
| 715493733 | Attrited Customer | 53 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 4 | 5735.0 | 0 | 5735.0 | 1.009 | 9088 | 64 | 0.684 | 0.000 | 9/24/2019 |
| 827440458 | Attrited Customer | 48 | M | 4 | College | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 9524.0 | 1449 | 8075.0 | 0.559 | 7527 | 58 | 0.657 | 0.152 | 10/6/2021 |
| 715713408 | Existing Customer | 55 | M | 2 | Graduate | Married | Less than $40K | Gold | 46 | 3 | 5 | 3 | 15987.0 | 0 | 15987.0 | 0.820 | 15853 | 117 | 0.560 | 0.000 | 9/16/2021 |
| 720128658 | Attrited Customer | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 30 | 5 | 3 | 3 | 5181.0 | 0 | 5181.0 | 0.830 | 8943 | 68 | 1.000 | 0.000 | 2/20/2021 |
| 770038983 | Attrited Customer | 37 | M | 4 | High School | Single | $60K - $80K | Silver | 31 | 1 | 3 | 3 | 28831.0 | 2517 | 26314.0 | 0.770 | 8688 | 69 | 0.769 | 0.087 | 4/12/2021 |
| 714684108 | Attrited Customer | 31 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 24 | 4 | 2 | 4 | 4169.0 | 534 | 3635.0 | 0.836 | 8565 | 70 | 0.795 | 0.128 | 10/18/2021 |
| 708942408 | Existing Customer | 46 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 7020.0 | 1784 | 5236.0 | 0.815 | 16937 | 116 | 0.731 | 0.254 | 9/27/2022 |
| 779134458 | Attrited Customer | 33 | F | 1 | Doctorate | Single | Less than $40K | Blue | 15 | 1 | 1 | 3 | 3709.0 | 1180 | 2529.0 | 0.645 | 8130 | 74 | 0.897 | 0.318 | 8/26/2019 |
| 710066133 | Attrited Customer | 30 | M | 0 | Graduate | Single | Less than $40K | Silver | 36 | 4 | 3 | 3 | 12833.0 | 0 | 12833.0 | 0.853 | 9619 | 75 | 0.786 | 0.000 | 11/1/2021 |
| 709578258 | Existing Customer | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 4 | 3 | 2 | 3804.0 | 1917 | 1887.0 | 0.744 | 14321 | 102 | 0.759 | 0.504 | 9/29/2019 |
| 718043583 | Existing Customer | 50 | M | 2 | Uneducated | Single | $120K + | Blue | 40 | 5 | 3 | 4 | 21794.0 | 1368 | 20426.0 | 0.691 | 15111 | 116 | 0.706 | 0.063 | 5/6/2020 |
| 715186608 | Existing Customer | 43 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 2 | 3 | 3304.0 | 2517 | 787.0 | 0.741 | 14565 | 120 | 0.818 | 0.762 | 9/20/2022 |
| 708447858 | Existing Customer | 59 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3850.0 | 0 | 3850.0 | 0.509 | 15107 | 117 | 0.918 | 0.000 | 6/6/2019 |
| 718071933 | Existing Customer | 49 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 4158.0 | 1889 | 2269.0 | 0.872 | 15842 | 130 | 0.831 | 0.454 | 10/30/2021 |
| 771217758 | Existing Customer | 44 | F | 2 | High School | Single | Less than $40K | Blue | 31 | 3 | 2 | 3 | 4182.0 | 2028 | 2154.0 | 0.658 | 16920 | 114 | 0.606 | 0.485 | 12/10/2020 |
| 721210158 | Existing Customer | 29 | M | 2 | College | Married | $40K - $60K | Blue | 17 | 3 | 1 | 3 | 4626.0 | 1232 | 3394.0 | 0.731 | 14740 | 102 | 0.759 | 0.266 | 11/12/2019 |
| 788779983 | Existing Customer | 58 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 39 | 4 | 2 | 3 | 3742.0 | 2517 | 1225.0 | 0.750 | 16401 | 121 | 0.806 | 0.673 | 8/14/2021 |
| 718614183 | Attrited Customer | 43 | F | 4 | High School | Unknown | Less than $40K | Silver | 31 | 6 | 2 | 2 | 13651.0 | 0 | 13651.0 | 1.046 | 9772 | 71 | 0.775 | 0.000 | 7/23/2022 |
| 709865883 | Attrited Customer | 38 | M | 2 | High School | Divorced | $60K - $80K | Silver | 25 | 1 | 2 | 3 | 26794.0 | 821 | 25973.0 | 0.848 | 8788 | 58 | 0.933 | 0.031 | 9/21/2022 |
| 766273533 | Existing Customer | 53 | M | 2 | Uneducated | Unknown | $80K - $120K | Blue | 46 | 3 | 6 | 3 | 17190.0 | 1736 | 15454.0 | 0.698 | 15055 | 117 | 0.696 | 0.101 | 5/20/2022 |
| 717390408 | Attrited Customer | 49 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 4167.0 | 0 | 4167.0 | 0.581 | 7590 | 87 | 0.776 | 0.000 | 1/25/2019 |
| 718655808 | Existing Customer | 44 | F | 3 | Uneducated | Married | Less than $40K | Silver | 36 | 3 | 3 | 2 | 12944.0 | 1200 | 11744.0 | 0.839 | 16161 | 105 | 0.944 | 0.093 | 10/18/2019 |
| 817035108 | Existing Customer | 31 | M | 2 | Graduate | Single | Less than $40K | Blue | 14 | 4 | 3 | 3 | 6933.0 | 1870 | 5063.0 | 0.656 | 15585 | 115 | 0.917 | 0.270 | 8/14/2022 |
| 747551658 | Existing Customer | 47 | M | 3 | High School | Unknown | $80K - $120K | Silver | 40 | 5 | 3 | 2 | 34516.0 | 1371 | 33145.0 | 0.691 | 15930 | 123 | 0.836 | 0.040 | 2/23/2020 |
| 713281833 | Attrited Customer | 37 | M | 3 | Unknown | Single | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 13589.0 | 2517 | 11072.0 | 0.941 | 9456 | 79 | 1.026 | 0.185 | 4/24/2021 |
| 771982083 | Existing Customer | 44 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 33 | 3 | 1 | 3 | 4552.0 | 1144 | 3408.0 | 0.709 | 14418 | 104 | 0.677 | 0.251 | 12/9/2021 |
| 717642633 | Existing Customer | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 3 | 3750.0 | 1801 | 1949.0 | 0.889 | 17995 | 116 | 0.657 | 0.480 | 1/23/2021 |
| 772721208 | Existing Customer | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 4 | 3 | 3 | 17655.0 | 1720 | 15935.0 | 0.706 | 16293 | 120 | 0.739 | 0.097 | 5/2/2022 |
| 714385983 | Existing Customer | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 8224.0 | 1239 | 6985.0 | 0.793 | 16319 | 124 | 0.653 | 0.151 | 8/22/2021 |
| 712516608 | Existing Customer | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 3946.0 | 1275 | 2671.0 | 0.647 | 14822 | 96 | 0.811 | 0.323 | 9/10/2022 |
| 714725883 | Existing Customer | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 36 | 4 | 1 | 0 | 5654.0 | 2470 | 3184.0 | 0.637 | 15123 | 111 | 0.881 | 0.437 | 4/11/2022 |
| 709398708 | Existing Customer | 40 | M | 3 | High School | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 16268.0 | 2517 | 13751.0 | 0.652 | 15925 | 124 | 0.824 | 0.155 | 9/25/2020 |
| 715090008 | Existing Customer | 45 | M | 4 | Graduate | Single | $60K - $80K | Silver | 36 | 2 | 3 | 4 | 28564.0 | 2517 | 26047.0 | 0.711 | 14875 | 107 | 0.783 | 0.088 | 10/16/2022 |
| 709159308 | Existing Customer | 42 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 3 | 1 | 3 | 6172.0 | 1212 | 4960.0 | 0.723 | 16622 | 99 | 0.650 | 0.196 | 2/7/2022 |
| 711348033 | Existing Customer | 50 | M | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 4 | 3 | 2 | 5435.0 | 1243 | 4192.0 | 0.749 | 16202 | 117 | 0.671 | 0.229 | 9/14/2022 |
| 788230158 | Existing Customer | 29 | M | 1 | Unknown | Married | $40K - $60K | Silver | 20 | 3 | 1 | 2 | 16496.0 | 1409 | 15087.0 | 0.677 | 16715 | 126 | 0.703 | 0.085 | 7/28/2021 |
| 718170033 | Existing Customer | 42 | F | 4 | Uneducated | Married | Unknown | Blue | 23 | 4 | 1 | 2 | 8348.0 | 0 | 8348.0 | 0.695 | 15905 | 111 | 0.708 | 0.000 | 6/30/2019 |
| 718161708 | Existing Customer | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 1 | 2 | 7562.0 | 1500 | 6062.0 | 0.632 | 14908 | 100 | 0.754 | 0.198 | 12/24/2022 |
| 717714633 | Existing Customer | 49 | M | 3 | Uneducated | Married | $120K + | Gold | 38 | 4 | 3 | 4 | 14938.0 | 0 | 14938.0 | 0.737 | 15277 | 131 | 0.724 | 0.000 | 9/11/2022 |
| 824150733 | Existing Customer | 43 | M | 2 | High School | Married | $80K - $120K | Silver | 39 | 3 | 1 | 3 | 34516.0 | 1987 | 32529.0 | 0.673 | 16177 | 122 | 0.848 | 0.058 | 7/22/2022 |
| 713768358 | Existing Customer | 45 | M | 4 | Graduate | Single | $40K - $60K | Blue | 35 | 3 | 2 | 2 | 7935.0 | 888 | 7047.0 | 0.779 | 15380 | 122 | 0.694 | 0.112 | 5/20/2020 |
| 709188108 | Existing Customer | 45 | M | 2 | Graduate | Single | $60K - $80K | Silver | 33 | 4 | 2 | 2 | 34516.0 | 1529 | 32987.0 | 0.609 | 13940 | 105 | 0.810 | 0.044 | 3/13/2020 |
| 720328983 | Attrited Customer | 52 | F | 5 | Unknown | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9611.0 | 0 | 9611.0 | 0.840 | 7636 | 64 | 0.829 | 0.000 | 3/27/2020 |
| 712296408 | Existing Customer | 36 | F | 3 | Unknown | Married | $40K - $60K | Blue | 22 | 5 | 3 | 3 | 12958.0 | 2273 | 10685.0 | 0.608 | 15681 | 96 | 0.627 | 0.175 | 12/26/2020 |
| 719106783 | Existing Customer | 52 | M | 1 | High School | Single | $80K - $120K | Blue | 41 | 4 | 1 | 4 | 4103.0 | 1972 | 2131.0 | 0.665 | 16344 | 118 | 0.788 | 0.481 | 1/18/2019 |
| 713437008 | Attrited Customer | 40 | F | 3 | Graduate | Married | Unknown | Blue | 25 | 1 | 2 | 3 | 6888.0 | 1878 | 5010.0 | 1.059 | 9038 | 64 | 0.829 | 0.273 | 9/21/2022 |
| 719574033 | Existing Customer | 38 | M | 1 | High School | Single | $60K - $80K | Blue | 28 | 2 | 2 | 2 | 21906.0 | 0 | 21906.0 | 0.696 | 15349 | 119 | 0.700 | 0.000 | 9/9/2019 |
| 716123283 | Existing Customer | 59 | M | 1 | Unknown | Single | $60K - $80K | Blue | 48 | 3 | 1 | 2 | 7288.0 | 0 | 7288.0 | 0.640 | 14873 | 120 | 0.714 | 0.000 | 9/18/2019 |
| 789023508 | Existing Customer | 46 | M | 3 | Unknown | Married | $80K - $120K | Blue | 33 | 4 | 1 | 3 | 34516.0 | 1099 | 33417.0 | 0.816 | 15490 | 110 | 0.618 | 0.032 | 4/14/2021 |
| 710005683 | Existing Customer | 56 | M | 2 | College | Single | $80K - $120K | Blue | 46 | 3 | 3 | 5 | 12540.0 | 1696 | 10844.0 | 0.799 | 16518 | 115 | 0.716 | 0.135 | 2/16/2021 |
| 801036033 | Existing Customer | 31 | M | 0 | High School | Single | $40K - $60K | Blue | 25 | 3 | 2 | 3 | 4493.0 | 1388 | 3105.0 | 0.795 | 17744 | 104 | 0.763 | 0.309 | 12/26/2020 |
| 716644008 | Attrited Customer | 55 | M | 3 | Graduate | Single | $120K + | Silver | 36 | 4 | 3 | 4 | 34516.0 | 0 | 34516.0 | 1.007 | 9931 | 70 | 0.750 | 0.000 | 12/18/2021 |
| 709094358 | Existing Customer | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 4 | 2 | 3 | 8900.0 | 798 | 8102.0 | 0.647 | 16737 | 88 | 0.660 | 0.090 | 3/1/2019 |
| 719848008 | Existing Customer | 39 | M | 2 | Graduate | Unknown | $60K - $80K | Silver | 36 | 4 | 2 | 2 | 29808.0 | 0 | 29808.0 | 0.669 | 16098 | 128 | 0.684 | 0.000 | 4/14/2022 |
| 718372458 | Existing Customer | 42 | M | 2 | Graduate | Unknown | $40K - $60K | Blue | 30 | 3 | 2 | 5 | 3735.0 | 1723 | 2012.0 | 0.595 | 14501 | 92 | 0.840 | 0.461 | 3/9/2021 |
| 720608658 | Existing Customer | 33 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8398.0 | 1875 | 6523.0 | 0.727 | 16706 | 123 | 0.757 | 0.223 | 5/24/2022 |
| 717185658 | Attrited Customer | 51 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 22754.0 | 0 | 22754.0 | 0.799 | 8531 | 77 | 0.791 | 0.000 | 11/11/2019 |
| 715474083 | Existing Customer | 51 | M | 3 | Graduate | Single | $60K - $80K | Silver | 36 | 3 | 2 | 2 | 29663.0 | 1743 | 27920.0 | 0.667 | 14638 | 93 | 0.722 | 0.059 | 5/27/2020 |
| 709646433 | Attrited Customer | 59 | F | 1 | High School | Married | Less than $40K | Blue | 50 | 1 | 4 | 3 | 5043.0 | 743 | 4300.0 | 0.805 | 10170 | 66 | 0.784 | 0.147 | 4/2/2019 |
| 717494358 | Existing Customer | 58 | F | 0 | Graduate | Single | Less than $40K | Blue | 48 | 2 | 2 | 5 | 4299.0 | 1334 | 2965.0 | 0.660 | 15068 | 123 | 0.685 | 0.310 | 8/15/2019 |
| 713924283 | Attrited Customer | 61 | M | 0 | Graduate | Single | $60K - $80K | Blue | 54 | 2 | 1 | 4 | 11859.0 | 1644 | 10215.0 | 0.866 | 8930 | 79 | 0.837 | 0.139 | 4/7/2019 |
| 714471183 | Attrited Customer | 47 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 39 | 4 | 3 | 4 | 17504.0 | 476 | 17028.0 | 0.892 | 10468 | 66 | 0.737 | 0.027 | 2/20/2021 |
| 780613758 | Existing Customer | 47 | M | 5 | High School | Single | Less than $40K | Blue | 35 | 4 | 3 | 5 | 4165.0 | 0 | 4165.0 | 0.813 | 17093 | 111 | 0.820 | 0.000 | 3/30/2022 |
| 718225683 | Existing Customer | 56 | M | 1 | Graduate | Single | $80K - $120K | Silver | 49 | 5 | 2 | 2 | 34516.0 | 1091 | 33425.0 | 0.640 | 15274 | 108 | 0.714 | 0.032 | 8/18/2019 |
| 710734308 | Existing Customer | 49 | M | 1 | Graduate | Single | $60K - $80K | Blue | 40 | 6 | 3 | 3 | 6481.0 | 1569 | 4912.0 | 0.692 | 15937 | 119 | 0.803 | 0.242 | 8/22/2022 |
| 708564858 | Attrited Customer | 33 | M | 2 | College | Married | $120K + | Gold | 20 | 2 | 1 | 4 | 34516.0 | 0 | 34516.0 | 1.004 | 9338 | 73 | 0.622 | 0.000 | 6/3/2019 |
| 713733633 | Attrited Customer | 27 | M | 0 | High School | Divorced | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 13303.0 | 2517 | 10786.0 | 0.929 | 10219 | 85 | 0.809 | 0.189 | 2/10/2019 |
| 720841533 | Existing Customer | 29 | M | 0 | Graduate | Married | Less than $40K | Blue | 15 | 3 | 1 | 5 | 4700.0 | 0 | 4700.0 | 0.617 | 14723 | 96 | 0.655 | 0.000 | 5/6/2021 |
| 712210458 | Existing Customer | 38 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 5639.0 | 1558 | 4081.0 | 0.614 | 16628 | 109 | 0.946 | 0.276 | 6/3/2020 |
| 714109308 | Existing Customer | 46 | M | 5 | College | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 13187.0 | 2241 | 10946.0 | 0.689 | 15354 | 112 | 0.931 | 0.170 | 2/20/2022 |
| 712503408 | Existing Customer | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 6 | 3 | 4 | 17925.0 | 1909 | 16016.0 | 0.712 | 17498 | 111 | 0.820 | 0.106 | 5/30/2020 |
| 713755458 | Attrited Customer | 50 | M | 1 | Unknown | Unknown | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 9959.0 | 952 | 9007.0 | 0.825 | 10310 | 63 | 1.100 | 0.096 | 8/10/2021 |
| 716893683 | Attrited Customer | 55 | F | 3 | Uneducated | Single | Unknown | Blue | 47 | 4 | 3 | 3 | 14657.0 | 2517 | 12140.0 | 0.166 | 6009 | 53 | 0.514 | 0.172 | 10/24/2020 |
| 710841183 | Existing Customer | 54 | M | 1 | High School | Single | $60K - $80K | Blue | 34 | 5 | 2 | 0 | 13940.0 | 2109 | 11831.0 | 0.660 | 15577 | 114 | 0.754 | 0.151 | 9/4/2019 |
| 713899383 | Existing Customer | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 50 | 4 | 1 | 4 | 3688.0 | 606 | 3082.0 | 0.570 | 14596 | 120 | 0.791 | 0.164 | 5/24/2020 |
| 772366833 | Existing Customer | 50 | M | 2 | Graduate | Single | $40K - $60K | Blue | 40 | 3 | 2 | 3 | 4003.0 | 1851 | 2152.0 | 0.703 | 15476 | 117 | 0.857 | 0.462 | 6/15/2020 |
| 710638233 | Attrited Customer | 41 | M | 2 | Unknown | Divorced | $40K - $60K | Blue | 25 | 4 | 2 | 3 | 4277.0 | 2186 | 2091.0 | 0.804 | 8764 | 69 | 0.683 | 0.511 | 7/20/2021 |
| 716506083 | Attrited Customer | 44 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5409.0 | 0 | 5409.0 | 0.819 | 10291 | 60 | 0.818 | 0.000 | 2/28/2019 |
| 717406983 | Attrited Customer | 30 | M | 2 | Graduate | Unknown | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 5281.0 | 0 | 5281.0 | 0.535 | 8395 | 62 | 0.722 | 0.000 | 7/24/2019 |
| 714337233 | Attrited Customer | 43 | F | 2 | Graduate | Married | Less than $40K | Silver | 25 | 6 | 2 | 4 | 10388.0 | 1961 | 8427.0 | 0.703 | 10294 | 61 | 0.649 | 0.189 | 5/7/2022 |